Agentifact assessment — independently scored, not sponsored. Last verified Mar 6, 2026.

HITL ProviderHUMAN IN LOOP

Make (formerly Integromat)

Automation platform supporting complex HITL workflows with human approval steps. No-code interface for agent orchestration with review gates.

Visit Make (formerly Integromat)Verified · March 6, 2026

✓ Our Verdict

Viable option — review the tradeoffs

Use Case

You need to orchestrate complex agent workflows with human-in-the-loop approval gates across 3000+ apps without coding.

SolutionMake's visual drag-and-drop builder enables multi-step scenarios with routers, filters, error handlers, and HITL review steps for reliable agent orchestration.

SetupSign up free, drag modules from app library or custom APIs, connect via webhooks, test in real-time.

Handles sophisticated logic and scales well with robust error handling; visual debugging shines but complex scenarios can get unwieldy without planning.

orchestration

Use Case

Your AI agents need real-time oversight, data transformation, and team collaboration before production deployment.

SolutionBuild observable AI workflows with Maia AI assistant, conditional branching, data manipulators, and role-based controls for safe scaling.

SetupUse templates or natural language to generate scenarios, add AI modules like ChatGPT, enable team sharing and analytics dashboard.

Excellent visibility into runs with analytics; AI assistance speeds builds but requires iteration for edge cases; strong for business processes.

observability

Limitation — minor

Visual clutter in massive workflows

Highly complex scenarios with many branches become hard to navigate despite zoom/debug tools; better for structured processes than chaotic agent swarms.

Make (formerly Integromat) vs Zapier

Make wins on complex logic depth; Zapier faster for simple zaps.

Choose Make (formerly Integromat)

Pick Make when building branched HITL workflows with data transforms across many apps.

Choose Zapier

Pick Zapier for quick single-action automations or massive simple volume.

Caution

Operations-based billing surprises

Costs scale with scenario runs and modules executed; monitor usage dashboard to avoid spikes on high-volume triggers—set execution limits upfront.

Trust Breakdown

75

Trust scoreSolid

AGENT

Autonomous workflow delegation

TRUST

Transparency & verification

INTEROP

Protocol compatibility breadth

SECURITY

Security controls & audit trail

DOCS

Documentation completeness

How these scores are calculated →

What It Actually Does

In Plain English

Make lets you connect apps like Gmail, Slack, and thousands more to automate workflows visually, without coding. Drag-and-drop tools build scenarios that handle tasks, add AI steps, and include team reviews for oversight.

Automation platform supporting complex HITL workflows with human approval steps. No-code interface for agent orchestration with review gates.

Fit Assessment

Best for

✓workflow-automation
✓integration-platform
✓data-manipulation
✓conditional-logic
✓api-integration
✓email-send
✓scheduling

75

Make (formerly Integromat)

Solid · 75/100

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Score Breakdown

AGENT

Autonomous workflow delegation

TRUST

Transparency & verification

INTEROP

Protocol compatibility breadth

SECURITY

Security controls & audit trail

DOCS

Documentation completeness

Protocol Support

MCP—

A2A—

A2H—

REST API✓

Agent-callable✓

Capabilities

Transaction capable✓

ACP support✓

Audit trace—

Governance

permission-scoping
rate-limiting

Pricing

Freemium

Free tier available; paid plans not specified in search results

Workflow Fit

workflow-automationintegration-platformdata-manipulationconditional-logicapi-integrationemail-sendscheduling

Related Concepts

Browse full Lexicon →

Related Categories

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