Your scattered context, unifiedconnectedorganizedready
For spec-driven teams. For AI that delivers.
Human decisions. AI speed.
Native integration with your AI stack
Built for Spec-Driven Teams
Turn scattered context into specs your AI can actually use
Context Unification
One Source of Truth
Pull from Notion, Linear, GitHub, Jira, and Figma into a unified context layer
Spec Writing Speed
70% Faster
Go from scattered docs to complete specs in minutes, not days
AI Context Delivery
MCP-Ready
Feed your AI agents the context they need via MCP servers or REST API
Conflict Resolution
Human-in-the-Loop
Resolve conflicting information with human judgment before it reaches your specs
Versioning & Governance
Full Control
Track changes, manage access, and maintain audit trails across all your specs
Start Building Today
Full access to every feature. Upgrade when your team grows.
Builder
For solo builders and indie hackers
- 1 user
- Unlimited integrations
- Full context unification
- MCP & API access
- Spec templates & workflows
Team
For product teams shipping together
- Up to 20 users
- Unlimited integrations
- Full context unification
- MCP & API access
- Spec templates & workflows
- Conflict resolution
Enterprise
For organizations at scale
- Unlimited users
- Everything in Team
- SSO/SAML
- Dedicated success manager
- Custom SLAs
- Priority support
All features included on every plan • No credit card required
Frequently Asked Questions
Everything you need to know about HumanInLoop. Can't find what you're looking for? Contact our support team.
HumanInLoop is a context management platform for spec-driven development teams. We pull context from your existing tools—Notion, Linear, GitHub, Jira, Figma—and unify it so you can write specs faster and feed accurate context to your AI agents.
Connect your tools, and HumanInLoop automatically pulls and organizes relevant context. When you write specs, you'll have everything you need in one place—no more hunting through multiple apps for that one decision from last quarter.
We integrate with Notion, Linear, GitHub, Jira, Figma, Slack, and more. Our MCP servers and REST API let you connect HumanInLoop to any tool in your stack, including AI coding agents.
By unifying your context, you spend less time gathering information and more time making decisions. Teams using HumanInLoop report writing specs 70% faster with fewer back-and-forth clarifications.
When your connected tools contain conflicting information, HumanInLoop flags it and lets you resolve it with human judgment—before it reaches your specs or AI agents. You stay in control.
Yes. We use industry-standard encryption, and your data is never used to train AI models. Enterprise plans include SSO/SAML and custom security configurations.
Sign up for the free Builder plan—no credit card required. You'll have full access to all features. When your team grows, upgrade to Team or Enterprise.
All plans include community support. Team and Enterprise plans include priority support and dedicated success managers to help you get the most out of HumanInLoop.
Start Writing Specs That Ship
Free to start. Built to scale with your team.