Every source GILD analyzed, newest first. Each says who the source is, how it knows, whether it still applies and which findings it counts toward. Open a count to see only its sources.
Source
54 sources in Leaders and teams rolling it out, with product documentation Showing all 77 sources
Positive
Comment on: What are your options for "chat with your data" for clients in Fabric/powerbi? Looking for real-world experiencesReddit comment
The commenter uses Cortex Analyst and Snowflake Intelligence for clients because data stays in Snowflake and existing roles apply, with a curated semantic layer and access through Teams.
Negative
Comment on: Has Snowflake CoWork/Cortex Analyst reduced your reliance on Power BI?Reddit comment
Snowflake CoWork and Cortex Analyst feel basic to their stakeholders, who are used to dashboards with many filters.
Counts toward
Mixed
Comment on: Advantages of connecting Claude Desktop to a Snowflake MPC vs using Snowflake CoWork to do NL to SQL AI?Reddit comment
Their team allows AI queries only through semantic views because of security, hallucinations, and wrong results; Claude calling Cortex Analyst also double-counts AI cost.
Mixed
Comment on: Advantages of connecting Claude Desktop to a Snowflake MPC vs using Snowflake CoWork to do NL to SQL AI?Reddit comment
The commenter exposes Snowflake agents to Claude Desktop through MCP; one agent returns JSON so large, apparently from 100+ verified queries in its metadata, that Claude must parse it locally.
Positive
Snowflake CoWork: What Is It and How Can I Use It?Consultancy blog post, InterWorks blog
On a retail test dataset, two business questions came back correctly attributed and broken down by the right dimension, which the author credits to the semantic view. Without one, the agent answers fast and confidently wrong.
Not counted
Its author works at InterWorks, a Snowflake services partner. Kept in the record; it takes part in no figure.
Mixed
Snowflake CoWork & Claude ConnectorReddit post
Questions work in both CoWork and Claude, but callers need SELECT on the semantic view's base tables, and restricting users to CoWork breaks the Claude connector's OAuth.
Mixed
Having connected Claude Desktop to a Snowflake MCP server for their organization, the commenter weighs pushing users to Snowflake CoWork instead, since Claude sessions run under the default role.
Positive
Comment on: Snowflake Intelligence agents for business users?Reddit comment
Their team used CoCo to build semantic layers for Snowflake Intelligence agents, and about 10 hours cost roughly US$150. The commenter expects the value to exceed a yearly cost of US$35,000 to US$75,000.
Positive
Built with Snowflake Cortex Analyst, a governed semantic model, and Streamlit in Snowflake.Consultancy blog post, evolv blog
evolv wrote metric definitions, synonyms, data caveats, and verified queries into a Cortex Analyst semantic model for a credit card portfolio. The data science team checked it against known-good numbers, and it now backs a governed agent in Snowflake's AI interface. Questions that needed bespoke SQL now get answers in seconds, and the planned business review dashboard will use the same definitions.
"The agent was tested with the data science team against known-good numbers and recurring business questions."
"The practical lesson is that Cortex Analyst is only as useful as the semantic model behind it."
Not counted
Its author works at evolv Consulting, an Elite Snowflake services partner. Kept in the record; it takes part in no figure.
Positive
Enabling Snowflake Cortex AI in Governed, High-Control EnvironmentsConsultancy blog post, InterWorks blog
InterWorks took a public sector client's Snowflake Intelligence deployment through its first government AI assurance review. Staff who could once search only file names now query thousands of documents in plain language. Ahmed reports that approvals were the blocker, cleared by showing that Cortex runs inside the Snowflake boundary under existing role-based access.
"Staff who previously had no way to search document content beyond filename metadata can now query the full corpus in plain language."
"InterWorks delivered a production Snowflake Intelligence deployment for a large public sector organization operating under strict government governance requirements…"
Not counted
Its author works at InterWorks, a Snowflake services partner. Kept in the record; it takes part in no figure.
Positive
Comment on: Snowflake Intelligence agents for business users?Reddit comment
The commenter set up a Cortex Agent for users through Claude and found the results really good without modification.
Mixed
Comment on: I built an open-source Snowflake cost observability toolReddit comment
As their team adds many CoWork agents, it will watch cost data more often and set monthly limits and budgets to prevent runaway charges.
Counts toward
Positive
Snowflake CoWork: Building Your First AI Business Agent PrototypeCompany blog post, DataTools Pro
The quickstart had a sales agent answering in minutes, and it said plainly when a question needed support-ticket data it lacked. The author says deployed agents already reduced dashboard requests, but production needs deeper validation.
No opinion stated
Shifting Snowflake Cortex Analyst from Baseline to Production-Grade AccuracyConsultancy blog post, Mastech blog
A semantic view CoCo generated from 4 tables scored 63% answer correctness on 30 healthcare questions. A curated 8-table view with synonyms and SQL guidance scored 77% and used 76,545 fewer input tokens.
Not counted
Its authors work at Mastech Digital, a Select Tier partner in the Snowflake Partner Network. Kept in the record; it takes part in no figure.
Positive
Delivering on the Promise of Conversational AI Analytics for Sales TeamsConsultancy blog post, Cleartelligence
For a life sciences client piloting with nearly 1,000 sales reps, Cleartelligence exposed a Cortex Analyst agent through a Snowflake-managed MCP server. A sales semantic view backs the agent, and answers reach the CRM where reps already work. The team checked query accuracy in a Streamlit interface before wider rollout and estimates up to $5M a year in savings for the pilot region.
"In our case, we were able to expose the Cortex Analyst agent, backed by our semantic view, as a product."
"The conversational AI solution is estimated to deliver an annual value of up to $5M in total cost savings for the pilot region alone."
Not counted
Its author works at Cleartelligence, a Select Snowflake partner. Kept in the record; it takes part in no figure.
No opinion stated
Claude Desktop Enterprise - Snowflake MCP Connector - MCP Client Invalid ErrorGitHub issue on anthropics/claude-ai-mcp
Connecting Claude to Snowflake failed after OAuth with an invalid-client error, although Snowflake's token endpoint accepted the credentials and its login history showed no attempt from Claude.
Positive
Comment on: Has anyone actually rolled out "talk to your data" to your business stakeholders?Reddit comment
Their team deployed Snowflake Intelligence with Cortex Analyst and Cortex Search in one agent, covering tables and support notes, and calls it really good.
Positive
Comment on: Everyone says AI is "transforming analytics"Reddit comment
On clean star-schema and semantic models, Snowflake Intelligence handles complex analysis questions that took Tableau and Excel users about a week.
Positive
Comment on: Is a semantic layer actually required for GenAI-powered BI or am I overthinking this?Reddit comment
In their pilots, a good setup keeps the semantic and dimensional model and replaces the BI front end with Snowflake Intelligence or Claude over MCP, with role-based governance.
No opinion stated
[Feature]: Missing feature, snowflake intelligence supportGitHub issue on snowflakedb/terraform-provider-snowflake
Xero asks the Snowflake Terraform provider for the Snowflake Intelligence object and its USAGE and MODIFY grants, which it cannot yet manage as code, and rates the impact medium.
Counts toward, pending a recheck
Positive
Comment on: No More Snowflake Data Tickets: Liberating Teams from the Dashboard GrindReddit comment
Their Snowflake Intelligence answers came back in three to ten seconds over star-schema semantic models with billions of rows.
Negative
Comment on: No More Snowflake Data Tickets: Liberating Teams from the Dashboard GrindReddit comment
Agent monitoring showed most time going to text-to-SQL, with multi-table questions taking one to three minutes; on latency and cost their team chose third-party dashboards for key metrics.
Mixed
Comment on: Is snowflake intelligence worth it?Reddit comment
Their IT department is slow to give everyone access to Snowflake Intelligence, so the team cannot yet test how its separate semantic models work together.
Negative
Comment on: Is snowflake intelligence worth it?Reddit comment
The commenter would never rely on it for non-technical users in production, and trusts an answer only when it comes from a verified query; a Snowflake rep told them to expect imperfection.
Negative
Is snowflake intelligence worth it?Reddit post
Even with semantic views and strict instructions, Snowflake Intelligence hallucinates on simple questions such as listing all patients, so the commenter would not expose it to customers.
Positive
Comment on: Is snowflake intelligence worth it?Reddit comment
Building one star-schema data island per topic with its own semantic YAML and verified queries solved hallucinations and kept credit costs reasonable.
Mixed
My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?Reddit post
After piloting Snowflake Intelligence for a healthcare client's executives, the commenter finds compute cost high for the output, and recommends keeping Power BI dashboards alongside it.
Positive
Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?Reddit comment
Their client wants to roll their Snowflake Intelligence pilot out to every retail location as an internal support bot; it costs more than expected but was easy to set up and support.
Mixed
Comment on: Snowflake cortexReddit comment
Cortex suits smaller projects where Snowflake Intelligence is the interface; at enterprise scale it needs heavy context management and struggles with multi-step requery.
Positive
Comment on: Asking Ideas from the Market ExpertsReddit comment
The commenter likes that access is controlled in Snowflake, so it can go to a small set of users first. User feedback on answers gives data engineers a closed loop to improve definitions.
Not counted
Its author works for an elite-tier Snowflake partner. Kept in the record; it takes part in no figure.
Positive
Bringing Snowflake Intelligence to Life: Practical Lessons from the FieldConsultancy blog post, Hakkoda resources
For a global apparel brand, Hakkoda built a Cortex Agent in Snowflake Intelligence on semantic views kept in dbt. The team tuned prompts and semantics from user feedback until satisfaction with answer quality and accuracy passed 95%. Scott credits the semantic context for the reliability.
"More than 95% user satisfaction in both answer quality and accuracy by the end of the engagement…"
"Hakkoda recently partnered with a global performance apparel brand to bring natural-language access to one of their most valuable datasets…"
Not counted
Its author works at Hakkoda, an Elite Snowflake services partner. Kept in the record; it takes part in no figure.
Mixed
Comment on: Using Snowflake Cortex in conjunction with PowerBI?Reddit comment
Their company has many agents, but sending people to Snowflake Intelligence does not fit their workflow.
Mixed
Comment on: Using Snowflake Cortex in conjunction with PowerBI?Reddit comment
Their team struggled writing semantic YAML by hand before Snowflake shipped the semantic model designer, and users do not want to log in to another tool after Teams.
Positive
Comment on: Snowflake IntelligenceReddit comment
Snowflake Intelligence gives users a ChatGPT-style interface to the agents, replacing the Streamlit apps their team used to build.
Positive
Snowflake Intelligence: The MVP for MVPsConsultancy blog post, Aimpoint Digital blog
On an earlier Cortex Agent project, Marland's team spent time building a Streamlit interface for an agent bound for a React application. Snowflake Intelligence now supplies a ready-made interface, so he tells clients on three agent projects he is scoping that they will save chargeable hours. Finding where agents appear confused him at first.
"Today, I am scoping three projects needing an Agentic MVP and I can happily tell clients that Snowflake Intelligence is going to save them a lot of (chargeable) hours."
Not counted
Its author leads the Snowflake practice at Aimpoint Digital, a Snowflake consultancy. Kept in the record; it takes part in no figure.
Positive
Comment on: Snowflake Cortex Agents - anybody is using it?Reddit comment
Their team moved testing and development to Snowflake Intelligence and found the semantic model builder much improved; region limits on models and governance remain the holdbacks.
Mixed
Comment on: Has Snowflake CoWork/Cortex Analyst reduced your reliance on Power BI?Reddit comment
Cortex Analyst is only worth it to go beyond Power BI reports, while Cortex Search is strong for semantic and filtered search.
Mixed
Comment on: Has Snowflake CoWork/Cortex Analyst reduced your reliance on Power BI?Reddit comment
Cortex gives good answers only once metrics, relationships, and example questions are defined in the semantic view.
Mixed
Comment on: Thoughts on DE projectReddit comment
CoWork is moving toward replacing standalone BI licenses, but is not close yet.
Counts toward
Positive
Comment on: Here is how I built a mandatory rulebook for CoCoReddit comment
Questioning data belongs in Snowflake Intelligence and Cortex Agents, whose Analyst and Search tooling beats rebuilding orchestration in the coding agent.
Negative
Comment on: Trial accounts are not allowed to access Cortex CompleteReddit comment
Following Snowflake's own quickstart on a trial account, their agent returned "Access denied for trial accounts" on a simple question.
Positive
Comment on: Anyone else tired of being pressured into AI adoption?Reddit comment
Snowflake Intelligence works well as a Q&A system once you supply semantic definitions; setup takes time but the commenter found it extremely useful.
Mixed
Comment on: Has anyone actually rolled out "talk to your data" to your business stakeholders?Reddit comment
Testing Claude on the Snowflake MCP server gave good results, though Claude took several turns to identify a customer, which costs tokens.
Mixed
Comment on: Snowflake intelligence or MS FoundryReddit comment
Snowflake Intelligence works as a quick out-of-the-box option, but leaves little control when an agent needs customization.
Counts toward
Positive
Comment on: Snowflake intelligence or MS FoundryReddit comment
For data-centric agents, Cortex with semantic views and stored-procedure tools is excellent; once agents must reach outside Snowflake, the commenter finds Foundry more mature.
Mixed
Comment on: Is snowflake intelligence worth it?Reddit comment
Advises splitting one big semantic view into several simple ones to get accurate answers.
Counts toward
Positive
Comment on: Is snowflake intelligence worth it?Reddit comment
A heavy AWS user says discovering semantic views through Snowflake Intelligence was an eye opener that sets it apart from large cloud providers.
Negative
Comment on: Is snowflake intelligence worth it?Reddit comment
In their experience it hallucinated even while generating a semantic model, and was good mainly at burning credits for little return.
Mixed
Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?Reddit comment
Snowflake Intelligence sits beside Power BI and does not replace it. The semantic layer lift is real, and at current pricing it is an expensive ad hoc analysis layer.
Mixed
Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?Reddit comment
Snowflake Intelligence fits poorly when users look at the same information every week, and talk-to-your-data needs very clean, documented data models.
Negative
Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?Reddit comment
Replacing Power BI with Snowflake Intelligence is not worth the pain, since it does not do what Power BI does.
Counts toward
Mixed
Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?Reddit comment
The commenter asks how the business would detect hallucinated answers, and would not trust results without a regular way to confirm them.
Mixed
Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?Reddit comment
Executive cost depends on how often people would ask, and a dashboard with the answer ready is faster than asking a question and waiting.
Mixed
Comment on: Snowflake Intelligence Agent based on Semantic View PerformanceReddit comment
The Snowflake Intelligence agent rewrites queries more loosely than Cortex Analyst, which can change join types and slow large semantic views unless joins are constrained.
Mixed
Comment on: Snowflake Cortex experienceReddit comment
Promising, but accuracy depends on a manually built semantic view, and too many tables raise the error rate, so build agents for narrow use cases.
Positive
Comment on: Snowflake Cortex experienceReddit comment
With data ready, setting up a semantic layer, an agent, and Snowflake Intelligence takes about 30 minutes.
Counts toward
Positive
Comment on: Best AI for data analysis?Reddit comment
Snowflake Intelligence is a good choice for new Snowflake users: easy to set up on semantic views, fast on simple to complex questions, and easy to share with a business director.
Negative
Snowflake Intelligence Agent based on Semantic View PerformanceReddit post
Their Snowflake Intelligence agent ignored the semantic view's join conditions and ran slowly on 150 million rows, while Cortex Analyst alone used the right joins and ran fast.
Counts toward, pending a recheck
Positive
Comment on: Snowflake AI queries - User's vs Agent's/Owner's Access for Data SecurityReddit comment
Out of the box, different users asking the same Snowflake Intelligence agent get different answers according to their own permissions, down to row access policies.
Counts toward
Pages from Snowflake, used to check facts for every group.
Describes CoWork as an agentic application for business users, built on Cortex Agents that route questions to Cortex Analyst over semantic views, Cortex Search over documents, and custom tools. Answers inherit row access and column-level security.
States that Snowflake Intelligence is now Snowflake CoWork, that existing customers need take no action, and lists Skills, User Memory, Cortex Sense, and Agent Studio as beta or coming soon.
States that CoWork bills AI Credits on token consumption, with no per-seat fees, at US$2.00 per AI Credit on global routing and US$2.20 on regional routing. Costs add up across the services an agent invokes.
Table 6(d) lists CoWork and Cortex Agents rates in AI Credits per million tokens for each orchestration model, and Table 2(b) lists AI Credit prices by contract value.
Documents the privileges users need, the CORTEX_USER role granted to PUBLIC by default, the CORTEX_AGENT_USER role, and how to restrict users to CoWork only. Also covers private connectivity, and every query runs with the user's own credentials.
Recommends the Auto model and describes the verified-query fast path, which runs a matching verified query's SQL directly and uses close matches as references.
Notes that requests often take longer than a minute, that cross-region inference and verified queries improve speed and predictability, and that unsafe generated SQL is refused.
Describes monthly credit budgets on the CoWork object that can run stored procedures at thresholds, such as revoking access at 100%, with enforcement up to eight hours after the limit is passed.
Documents daily, weekly, and monthly per-user AI credit limits that can block a user on CoWork, Cortex Agents, AI functions, and CoCo until the cycle resets.
Describes the agent loop of planning, tool use, and reflection, the supported tools and models, and states that the accuracy of responses and citations is not guaranteed and should be reviewed.
Documents batch evaluations that score answer correctness against ground truth, logical consistency without it, and tool selection and execution accuracy in beta.
Describes observability for agents used through CoWork: conversation history, execution traces of planning and tool calls, latency, and user feedback.
Explains verified queries, question and SQL pairs stored in a semantic model that Cortex Analyst reuses for similar questions to improve accuracy.
Documents run-time protection against prompt injection and jailbreaks for CoWork, CoCo, and Cortex Agents, on Enterprise Edition accounts with cross-region inference enabled.
Explains the CORTEX_ENABLED_CROSS_REGION routing options, from any region to disabled, and states that customer data stays stored in the account's region while prompts and responses pass through the processing region transiently.
States that, except as the customer elects, models run inside Snowflake's security perimeter and that Snowflake never uses Customer Data to train models offered to its customers.
Describes saved charts and tables that re-run their SQL under each viewer's own credentials when refreshed or shared.
Documents exposing Cortex Agents, Cortex Analyst, and Cortex Search through a managed MCP server to clients such as Claude, ChatGPT, and Cursor, with OAuth and per-tool privileges.
Source index
Every source GILD read, with the original address and the context used to count it. Open a finding to filter the full cards above. On smaller screens the index lists each source once by name, cohort and date; its full record above carries the address, context and findings.
| Source | Original URL | Author and context | Who | Published | Review date | Applies | Findings |
|---|---|---|---|---|---|---|---|
| Comment on: What are your options for "chat with your data" for clients in Fabric/powerbi? Looking for real-world experiencesID dc-49 | Data Communities & GitHub | www.reddit.com/ | Cautious-Hat-4497, Reddit commenter in r/PowerBI, consultantself-described: Deploys Cortex Analyst and Snowflake Intelligence for clients | Department | Published Oct 11, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Has Snowflake CoWork/Cortex Analyst reduced your reliance on Power BI?ID dc-46 | Data Communities & GitHub | www.reddit.com/ | Alternative_Device59, Reddit commenter in r/snowflakeself-described: Mid-size organization using Power BI | Department | Published Sep 29, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Has Snowflake CoWork/Cortex Analyst reduced your reliance on Power BI?ID dc-47 | Data Communities & GitHub | www.reddit.com/ | __CaptainAmerica__, Reddit commenter in r/snowflake, self-described | Individual user | Published Sep 29, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Has Snowflake CoWork/Cortex Analyst reduced your reliance on Power BI?ID dc-48 | Data Communities & GitHub | www.reddit.com/ | ArielCoding, Reddit commenter in r/snowflake, self-described | Individual user | Published Sep 29, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Advantages of connecting Claude Desktop to a Snowflake MPC vs using Snowflake CoWork to do NL to SQL AI?ID dc-44 | Data Communities & GitHub | www.reddit.com/ | ijdc_, Reddit commenter in r/snowflakeself-described: Enterprise rollout of Claude Desktop and CoWork over semantic views | IT & leadership | Published Aug 13, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Advantages of connecting Claude Desktop to a Snowflake MPC vs using Snowflake CoWork to do NL to SQL AI?ID dc-45 | Data Communities & GitHub | www.reddit.com/ | Sea_Pen_1356, Reddit commenter in r/snowflakeself-described: Claude Desktop with Snowflake as AI gateway, plus agents exposed through MCP | Department | Published Aug 13, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Snowflake CoWork: What Is It and How Can I Use It?ID s3-01 | Blogs & Evaluations | interworks.com/ | Amit Avigour, Strategy Consultant, InterWorksConsulting team testing CoWork on a small retail dataset before client pilots | Department | Published Aug 13, 2026 | Assessment reviewed Oct 26, 2026 | Current | Not counted. Its author works at InterWorks, a Snowflake services partner. |
| Snowflake CoWork & Claude ConnectorID dc-42 | Data Communities & GitHub | www.reddit.com/ | forworkipromise_____, Reddit commenter in r/snowflakeself-described: Company setup: dbt semantic views, Cortex Agents, CoWork, and the Claude connector | Department | Published Aug 12, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Advantages of connecting Claude Desktop to a Snowflake MPC vs using Snowflake CoWork to do NL to SQL AI?ID dc-43 | Data Communities & GitHub | www.reddit.com/ | GreyHairedDWGuy, Reddit commenter in r/snowflake, data warehouse leadself-described: Organization pilot with Claude Desktop on a Snowflake MCP server | IT & leadership | Published Aug 12, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Thoughts on DE projectID dc-41 | Data Communities & GitHub | www.reddit.com/ | lemurlemur00, Reddit commenter in r/snowflake, self-described | Individual user | Published Jul 30, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Snowflake Intelligence agents for business users?ID dc-40 | Data Communities & GitHub | www.reddit.com/ | PlayLikeNewbs, Reddit commenter in r/analyticsself-described: Two-day workshop with Snowflake solutions engineers | Department | Published Jul 22, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Built with Snowflake Cortex Analyst, a governed semantic model, and Streamlit in Snowflake.ID l3b-03 | Blogs & Evaluations | evolv.consulting/ | Elizabeth Medalla, data engineer consultant at evolvevolv team building portfolio analytics for a credit card business's data science team | Department | Published Jul 20, 2026 | Assessment reviewed Oct 26, 2026 | Current | Not counted. Its author works at evolv Consulting, an Elite Snowflake services partner. |
| Enabling Snowflake Cortex AI in Governed, High-Control EnvironmentsID l3b-04 | Blogs & Evaluations | interworks.com/ | Nayeem Ahmed, Senior Director of Strategy & Solutions, Americas at InterWorksInterWorks team delivering a production Snowflake Intelligence deployment for a large public sector client under formal government AI assurance | Department | Published Jul 8, 2026 | Assessment reviewed Oct 26, 2026 | Current | Not counted. Its author works at InterWorks, a Snowflake services partner. |
| Comment on: Snowflake Intelligence agents for business users?ID dc-39 | Data Communities & GitHub | www.reddit.com/ | Ok-Working3200, Reddit commenter in r/analyticsself-described: Set up a Cortex Agent for users through Claude, with semantic YAML pushed by CI/CD | Department | Published Jun 30, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: I built an open-source Snowflake cost observability toolID dc-38 | Data Communities & GitHub | www.reddit.com/ | SirGreybush, Reddit commenter in r/snowflakeself-described: Moving more work into Snowflake with many CoWork agents | Department | Published Jun 23, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Snowflake CoWork: Building Your First AI Business Agent PrototypeID s3-02 | Blogs & Evaluations | datatoolspro.com/ | Waqar Khan, Head of Engineering, DataTools ProData consultancy building a sales agent from Snowflake's quickstart | Department | Published Jun 8, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Shifting Snowflake Cortex Analyst from Baseline to Production-Grade AccuracyID s3-03 | Blogs & Evaluations | mastech.com/ | Kannan Velmurugiah, Snowflake Architect, and Rengashree Soundararajan, Data Engineer, MastechValue-based care agent for care managers, evaluated on 30 population health questions | Department | Published Jun 2, 2026 | Assessment reviewed Oct 26, 2026 | Current | Not counted. Its authors work at Mastech Digital, a Select Tier partner in the Snowflake Partner Network. |
| Delivering on the Promise of Conversational AI Analytics for Sales TeamsID l3b-06 | Blogs & Evaluations | www.cleartelligence.com/ | Marissa Wilson, Senior Director, Portfolio Management at CleartelligenceCleartelligence team, writing with Principal Data Advisor Austin Hewlett, piloting conversational sales analytics on Snowflake for a Fortune 500 life sciences client | Department | Published May 7, 2026 | Assessment reviewed Oct 26, 2026 | Current | Not counted. Its author works at Cleartelligence, a Select Snowflake partner. |
| Claude Desktop Enterprise - Snowflake MCP Connector - MCP Client Invalid ErrorID s3-05 | Data Communities & GitHub | github.com/ | bjp2600, GitHub userself-described: Claude Desktop and claude.ai connected to Snowflake through an OAuth security integration | Department | Published May 5, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Here is how I built a mandatory rulebook for CoCoID dc-37 | Data Communities & GitHub | www.reddit.com/ | mikey_the_kid, Reddit commenter in r/snowflake, self-described | Individual user | Published Apr 27, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Trial accounts are not allowed to access Cortex CompleteID dc-36 | Data Communities & GitHub | www.reddit.com/ | KENFF123, Reddit commenter in r/snowflakeself-described: Following the Snowflake Intelligence quickstart on a trial account | Individual user | Published Mar 27, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Anyone else tired of being pressured into AI adoption?ID dc-35 | Data Communities & GitHub | www.reddit.com/ | super_saiyan29, Reddit commenter in r/analyticsself-described: Uses Snowflake Intelligence as a Q&A system | Individual user | Published Mar 19, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Has anyone actually rolled out "talk to your data" to your business stakeholders?ID dc-33 | Data Communities & GitHub | www.reddit.com/ | thecandiedkeynes, Reddit commenter in r/BusinessIntelligenceself-described: Analytics team of one at a mid-size startup, testing the Snowflake and Claude MCP | Individual user | Published Feb 23, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Has anyone actually rolled out "talk to your data" to your business stakeholders?ID dc-34 | Data Communities & GitHub | www.reddit.com/ | acidicLemon, Reddit commenter in r/BusinessIntelligenceself-described: Deployed Snowflake Intelligence to business users | Department | Published Feb 23, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Everyone says AI is "transforming analytics"ID dc-32 | Data Communities & GitHub | www.reddit.com/ | theShku, Reddit commenter in r/BusinessIntelligenceself-described: Company with clean star-schema models and strong semantic models | Department | Published Feb 18, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Is a semantic layer actually required for GenAI-powered BI or am I overthinking this?ID dc-31 | Data Communities & GitHub | www.reddit.com/ | Mountain_Mortgage665, Reddit commenter in r/analytics, consultantself-described: Pilot implementations of generative BI | Department | Published Feb 16, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| [Feature]: Missing feature, snowflake intelligence supportID s3-04 | Data Communities & GitHub | github.com/ | jakerohald, GitHub user filing for Xeroself-described: Xero, managing Snowflake through Terraform | Organization-wide | Published Feb 5, 2026 | Assessment reviewed Oct 26, 2026 | Needs a recheck | |
| Comment on: Snowflake intelligence or MS FoundryID dc-30 | Data Communities & GitHub | www.reddit.com/ | Odd_Customer4643, Reddit commenter in r/snowflake, self-described | Individual user | Published Feb 1, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Snowflake intelligence or MS FoundryID dc-29 | Data Communities & GitHub | www.reddit.com/ | hxstr, Reddit commenter in r/snowflakeself-described: Uses Snowflake agents and Microsoft Foundry | Individual user | Published Jan 30, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: No More Snowflake Data Tickets: Liberating Teams from the Dashboard GrindID dc-27 | Data Communities & GitHub | www.reddit.com/ | Truth-and-Power, Reddit commenter in r/snowflakeself-described: Star-schema semantic models with billions of rows and 100+ fields | Department | Published Jan 21, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: No More Snowflake Data Tickets: Liberating Teams from the Dashboard GrindID dc-28 | Data Communities & GitHub | www.reddit.com/ | Connect-Football8349, Reddit commenter in r/snowflakeself-described: Gold layer with several tables in a Cortex Analyst semantic view plus Cortex Search, shown in an internal walkthrough | Department | Published Jan 21, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Is snowflake intelligence worth it?ID dc-23 | Data Communities & GitHub | www.reddit.com/ | Chocolatecake420, Reddit commenter in r/snowflake, self-described | Individual user | Published Jan 15, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Is snowflake intelligence worth it?ID dc-24 | Data Communities & GitHub | www.reddit.com/ | dinobinosinokindo, Reddit commenter in r/snowflake, AWS userself-described: Heavy AWS user exploring Snowflake Intelligence | Individual user | Published Jan 15, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Is snowflake intelligence worth it?ID dc-25 | Data Communities & GitHub | www.reddit.com/ | ComposerConsistent83, Reddit commenter in r/snowflakeself-described: Team building multiple semantic models; IT has not opened Snowflake Intelligence to everyone | Department | Published Jan 15, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Is snowflake intelligence worth it?ID dc-26 | Data Communities & GitHub | www.reddit.com/ | Altruistic_Farm_9133, Reddit commenter in r/snowflake, healthcare data developerself-described: Text-to-SQL project on healthcare data | Department | Published Jan 15, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Is snowflake intelligence worth it?ID dc-20 | Data Communities & GitHub | www.reddit.com/ | Altruistic_Farm_9133, Reddit commenter in r/snowflake, healthcare data developerself-described: Large healthcare data model with semantic views and verified queries | Department | Published Jan 14, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Is snowflake intelligence worth it?ID dc-21 | Data Communities & GitHub | www.reddit.com/ | Mithryn, Reddit commenter in r/snowflakeself-described: Their team's data, split into topic-specific semantic views | Small team | Published Jan 14, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Is snowflake intelligence worth it?ID dc-22 | Data Communities & GitHub | www.reddit.com/ | lifec0ach, Reddit commenter in r/snowflakeself-described: Tried Snowflake Intelligence on own data | Individual user | Published Jan 14, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?ID dc-19 | Data Communities & GitHub | www.reddit.com/ | Top-Cauliflower-1808, Reddit commenter in r/snowflake, self-described | Individual user | Published Jan 11, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?ID dc-13 | Data Communities & GitHub | www.reddit.com/ | sdhilip, Reddit commenter in r/snowflake, data consultantself-described: Pilot for a healthcare client's executive team, with semantic views over two data sources | Department | Published Jan 3, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?ID dc-14 | Data Communities & GitHub | www.reddit.com/ | endless_sea_of_stars, Reddit commenter in r/snowflake, self-described | Individual user | Published Jan 3, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?ID dc-15 | Data Communities & GitHub | www.reddit.com/ | sncrdn, Reddit commenter in r/snowflake, self-described | Individual user | Published Jan 3, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?ID dc-16 | Data Communities & GitHub | www.reddit.com/ | GreyHairedDWGuy, Reddit commenter in r/snowflakeself-described: Data warehouse lead; their team uses Power BI | Individual user | Published Jan 3, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?ID dc-17 | Data Communities & GitHub | www.reddit.com/ | 2000gt, Reddit commenter in r/snowflake, consultantself-described: Built a Snowflake Intelligence pilot for a retail client | Department | Published Jan 3, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: My client's CTO is exploring ditching Power BI for Snowflake Intelligence. Is the hype real?ID dc-18 | Data Communities & GitHub | www.reddit.com/ | passing_marks, Reddit commenter in r/snowflake, self-described | Individual user | Published Jan 3, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Snowflake cortexID dc-12 | Data Communities & GitHub | www.reddit.com/ | BaxTheDestroyer, Reddit commenter in r/snowflakeself-described: Enterprise RAG with several hundred monthly users on Snowflake data | Department | Published Dec 17, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Asking Ideas from the Market ExpertsID dc-11 | Data Communities & GitHub | www.reddit.com/ | tbot888, Reddit commenter in r/snowflake, works for an elite-tier Snowflake partnerself-described: Snowflake partner; rolled Cortex out to a small set of users | Department | Published Dec 11, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | Not counted. Its author works for an elite-tier Snowflake partner. |
| Comment on: Snowflake Intelligence Agent based on Semantic View PerformanceID dc-10 | Data Communities & GitHub | www.reddit.com/ | PastGuest5781, Reddit commenter in r/snowflake, self-described | Individual user | Published Dec 10, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Bringing Snowflake Intelligence to Life: Practical Lessons from the FieldID l3b-05 | Blogs & Evaluations | hakkoda.io/ | Jacob Scott, Analytic Engineering Consultant at HakkodaHakkoda team building a Snowflake Intelligence agent for business users at a global performance apparel brand | Department | Published Nov 20, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | Not counted. Its author works at Hakkoda, an Elite Snowflake services partner. |
| Comment on: Using Snowflake Cortex in conjunction with PowerBI?ID dc-09 | Data Communities & GitHub | www.reddit.com/ | Flucks, Reddit commenter in r/snowflakeself-described: Company with many agents | Department | Published Nov 11, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Using Snowflake Cortex in conjunction with PowerBI?ID dc-08 | Data Communities & GitHub | www.reddit.com/ | ImpressiveCouple3216, Reddit commenter in r/snowflakeself-described: Implemented Snowflake Intelligence | Department | Published Nov 10, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Snowflake IntelligenceID dc-07 | Data Communities & GitHub | www.reddit.com/ | Prior-Chip2628, Reddit commenter in r/snowflakeself-described: Team that previously built Streamlit apps for analyst access | Small team | Published Nov 6, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Snowflake Intelligence: The MVP for MVPsID l3b-02 | Blogs & Evaluations | www.aimpointdigital.com/ | Christopher Marland, Snowflake Practice Lead at Aimpoint DigitalSnowflake practice lead at a partner consultancy, scoping client Cortex Agent projects | IT & leadership | Published Nov 4, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | Not counted. Its author leads the Snowflake practice at Aimpoint Digital, a Snowflake consultancy. |
| Comment on: Snowflake Cortex experienceID dc-06 | Data Communities & GitHub | www.reddit.com/ | HotComfort4799, Reddit commenter in r/snowflake, self-described | Individual user | Published Nov 1, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Snowflake Cortex experienceID dc-05 | Data Communities & GitHub | www.reddit.com/ | JimmyTango, Reddit commenter in r/snowflake, self-described | Individual user | Published Oct 31, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Snowflake Cortex Agents - anybody is using it?ID dc-04 | Data Communities & GitHub | www.reddit.com/ | buckeyemtb, Reddit commenter in r/snowflakeself-described: Team that moved its testing and development of agents to Snowflake Intelligence | Department | Published Oct 22, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Best AI for data analysis?ID dc-03 | Data Communities & GitHub | www.reddit.com/ | Horror-Sun8133, Reddit commenter in r/snowflake, self-described | Individual user | Published Oct 13, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Snowflake Intelligence Agent based on Semantic View PerformanceID dc-02 | Data Communities & GitHub | www.reddit.com/ | Low-Hornet-4908, Reddit commenter in r/snowflakeself-described: Test on an SAP purchase requisition module of about 150 million rows | Individual user | Published Oct 12, 2025 | Assessment reviewed Oct 26, 2026 | Needs a recheck | |
| Comment on: Snowflake AI queries - User's vs Agent's/Owner's Access for Data SecurityID dc-01 | Data Communities & GitHub | www.reddit.com/ | strugglingcomic, Reddit commenter in r/snowflake, self-described | Individual user | Published Sep 5, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Overview of Snowflake CoWorkID pd-01 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Snowflake CoWork product pageID pd-02 | Product Documentation | www.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Snowflake AI pricingID pd-03 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Snowflake Service Consumption TableID pd-04 | Product Documentation | www.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| User access and settings for agentsID pd-05 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Snowflake CoWork referenceID pd-06 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Snowflake CoWork troubleshootingID pd-07 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Resource budgets for Snowflake CoWorkID pd-08 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Per-user quotasID pd-09 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Cortex AgentsID pd-10 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Cortex Agent evaluationsID pd-11 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Monitor Cortex Agent requestsID pd-12 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Cortex Analyst Verified Query RepositoryID pd-13 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Cortex AI GuardrailsID pd-14 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Cross-region inferenceID pd-15 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Snowflake AI and MLID pd-16 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Artifacts in Snowflake CoWorkID pd-17 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Snowflake-managed MCP serverID pd-18 | Product Documentation | docs.snowflake.com/ | SnowflakeOfficial Snowflake documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
