Business Users
Build AI-powered applications by describing requirements in plain English — no AI or ML expertise needed.
Enterprise AI app factory, self-hosted on AWS
Marshal.AI
Turn plain-English ideas into governed, deployed AI applications on AWS.
Describe what you need in chat. Marshal generates a complete KIRO-compatible spec — requirements, design, tasks — and deploys it to a budget-capped AWS sandbox, auditable end to end.
- Build a document summarizer for our claims team
- requirements.md — user stories & acceptance criteria
- design.md — architecture & data flow
- tasks.md — implementation plan
- Deployed to Innovation Sandbox · budget-capped · auto-recycled
How it works
Idea to deployed app in three steps
No AI/ML expertise required. Governance built in from the first prompt.
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Describe your idea in chat
Tell Marshal what you want to build, in plain English. Streaming AI chat refines your requirements with you in real time.
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Marshal generates a complete spec
Get a full KIRO-compatible specification — requirements, design, and tasks — with live preview, versioning, and direct editing.
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Deploy to a governed sandbox in one click
Marshal provisions an AWS Innovation Sandbox lease with budget caps and auto-recycling, then deploys your app into it.
Who it’s for
One platform, every role covered
From first idea to enterprise-wide policy, Marshal keeps everyone on the same governed rails.
Power Users
Full control over model selection, prompt tuning, orchestration logic, and deployment parameters.
Platform Admins
Centralized governance: model access controls, cost guardrails, audit logging, and AI risk-assessment gates.
Enterprise CIO
Governed AI innovation at scale without shadow-IT risk, compliant with your internal AI policies.
Features
Everything between the idea and the audit log
Chat, spec engine, templates, and deployments — one governed pipeline.
Streaming AI chat
Converse with Claude on Amazon Bedrock. Responses stream in real time while Marshal shapes your requirements.
Full spec generation
One idea becomes a complete spec — requirements, design, tasks — with live preview and automatic versioning.
Spec editor with diff & rollback
Edit any section directly, compare versions side by side, and roll back the moment a draft goes sideways.
Templates & guardrails
Start from curated templates with model allowlists and budget caps baked in by your platform team.
One-click sandbox deployments
Ship to an AWS Innovation Sandbox account with leases, budget caps, and automatic recycling built in.
Governance & cost attribution
Every deployment is tagged, budget-capped, and attributed to its owner — so spend and risk stay visible.
Built for enterprises that answer to auditors
- Runs in your AWS account
- Cognito SSO
- Private-by-default backend
- Every deployment tagged and budget-capped
Ready to turn an idea into an app?
Open Marshal, describe what you need, and ship it to a governed sandbox today.
Launch Marshal