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GILD Intelligence

Workflow automation tools

5 of the 88 AI products we track, each with the day we last checked it.

Read as a list

5products

  1. MakeWorkflow Automation by Celonis0 MixedVisual automation for 3,500+ apps, with AI agents and an MCP server.Category: Workflow AutomationCelonisUpdated: Nov 1, 2026Practitioner sentiment: 0 Mixed
  2. Power AutomateWorkflow Automation by Microsoft−6 MixedMicrosoft's workflow automation for cloud flows, desktop RPA, and agent flows.Category: Workflow AutomationMicrosoftUpdated: Nov 1, 2026Practitioner sentiment: −6 Mixed
  3. Microsoft Copilot StudioWorkflow Automation by Microsoft−53 Strong negativeMicrosoft's builder for agents and agent flows in Microsoft 365 Copilot, Teams and websites, billed in Copilot Credits.Category: Workflow AutomationMicrosoftUpdated: Oct 31, 2026Practitioner sentiment: −53 Strong negative
  4. n8nWorkflow Automation by n8n0 MixedWorkflow automation with AI agents on n8n Cloud or your servers.Category: Workflow Automationn8nUpdated: Oct 28, 2026Practitioner sentiment: 0 Mixed
  5. ZapierWorkflow Automation by Zapier−4 MixedAutomation platform connecting 9,000+ apps, with AI steps, agents, and an MCP server.Category: Workflow AutomationZapierUpdated: Oct 28, 2026Practitioner sentiment: −4 Mixed

Where each product sits

Every product we track, placed by the stage of work it mainly serves. Building software with agents holds the most.

Agentic Software Development

1Plan

32Build

4Validate

0Ship

None yet

0Operate

None yet

AI Application Platform

11Model

6Build

3Data

5Evaluate

2Operate

AI Knowledge Work

8Assist

3Find

4Create

4Analyze

5Automate

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What each stage holds

Agentic Software Development

Plan
Work planning
Build
Codebase context, Coding, Agent runtime, Tool execution
Validate
Debugging, Testing, Code review, Application security
Ship
Source control, CI/CD
Operate
Observability

AI Application Platform

Model
Model APIs, Model gateway
Build
Orchestration, Tool use
Data
Retrieval
Evaluate
Evaluation
Operate
Observability, Cloud deployment, Guardrails

AI Knowledge Work

Assist
AI assistant
Find
Web research, Enterprise search
Create
Documents, Meeting notes
Analyze
Data analysis
Automate
Automation