Form orchestration

Forms that pass between people and AI agents.

Approvals, onboarding and reviews: one form, many hands. Build it once, in React. Clipless hands it from person to agent to person, shows each of them only what they may see, and records every step.

Drops into your stack
  • React
  • Next.js
  • TanStack Start
  • React Router
  • Astro
  • Vite

Any React 19 app. Your components, your models, your backend.

Flagged Within policy Approved Sent back Claim employee Submits the claim and the receipt Policy check AI agent Reads the receipt, checks the policy Review manager Approves it, or sends it back ✦ AI: over the $75 meal cap Payout finance Pays it out
Roles and actors

Every form has a cast.

People and AI agents each take a turn. Each sees only what their role allows, and nobody can skip ahead. When one is done, the form moves on by itself.

Employee

Fills in the claim.

Sees their own claim, never the manager's notes.

AI agent

Checks every claim against policy the moment it's submitted.

Its verdict picks the route. Its reasons go on the record.

Manager

Gets only the claims the agent flagged.

Approves, or sends it back for changes.

Finance

Pays approved claims.

Sees what they need to pay. Nothing more.

Automation

Automate everything that isn't a judgment call.

Let AI and automation take the busywork: reading documents, checking rules, chasing people, notifying your systems. Keep people for the decisions that need them.

  • AI reads and decidesExtracts what's in a document, scores a risk, checks a policy, and routes on the answer.
  • People are told when it's their turnEmails go out the moment a step opens, on every round.
  • Checks run on their ownIdentity verification, one-time codes and your own APIs, including ones that take minutes.
  • Documents write themselvesDecision letters and summaries, generated as PDFs from the answers.
  • Your systems stay in syncSigned webhooks to your backend, your CRM, your ledger, whenever a step completes.
The engine

Agents do the work. The engine keeps the rules.

Give AI real work without giving it the keys. Every step, person or agent, goes through the same engine, which decides who may act, what happens next, and writes it all down.

AI on a leash

An AI step runs where you put it and reads only what you give it. It can't skip ahead, see other people's answers, or rewrite the record.

Nothing gets lost

Every hand-off, every send-back and every AI decision is on a tamper-evident record. Who did what, and when, is always one question away.

Private by design

Each person's answers are encrypted with their own key. Erase one person, and everyone else's record stays intact.

In your product

Each person works inside your app, with your design. No hosted forms, no redirects, no third-party branding.

Try it

Play every role, in your browser.

Onboarding, approvals, applications: anything where several people fill in one form and you need to prove who did what. Each example is real. Switch between the people in it, and watch the record fill up beside the form.

See it in action Filings

Repeating sections

A tax return with as many dependents and businesses as the household has. Every item is validated on its own; the accountant sees them as tables with totals.

See it in action Approvals

Send it back for changes

An expense claim the manager can return. It comes back as round 2, with notes on the amount that only finance can read.

See it in action Applications

Checks that take a while

A loan with four people, an identity check that finishes later, an AI risk read, generated PDFs and an email.

See it in action Recurring checks

The same check, every year

An annual supplier review that starts from last year's answers and shows the reviewer exactly what changed.

See it in action Regulated intake

Regulated intake

A patient intake with a one-time code, contact details kept out of caches, an encrypted history and consent that must be given.

See it in action Onboarding

Conditional stages

B2B onboarding where a risky industry or score routes the application through compliance.

Your process

Who does what, in what order. You get a working workflow to click through as every person in it.

For developers

Every role, in one React file.

Stages, roles, AI steps and automations sit next to your screens, built with your own components. Try every role in the browser, then deploy with one command. The engine takes it from there.

  • Role-based access control at every step
  • Conditional routing and multi-level approvals
  • Human-in-the-loop AI decisions
  • Tamper-evident audit trail
  • Field-level encryption and right to erasure
  • Signed webhooks into your systems

Your frontend

  • React
  • Next.js
  • React Router
  • TanStack Start
  • Inertia.js
  • Astro
  • Vite
  • TypeScript

Headless hooks and fields that drop into the app you already have.

Your components

  • Tailwind
  • shadcn/ui
  • Radix
  • MUI
  • Bootstrap
  • Your design system

Every field renders whatever you hand it, or start from ours.

Your models

  • Claude
  • OpenAI
  • Gemini
  • Groq
  • OpenRouter
  • Self-hosted

AI steps run on your own key, on any OpenAI-compatible API.

Your backend

  • Node
  • Express
  • NestJS
  • Django
  • FastAPI
  • Flask
  • Laravel
  • Rails
  • Phoenix
  • Spring
  • .NET
  • Go

Signed webhooks and an HTTP API. The engine is hosted; your servers just listen.

Pricing

Pay per session. Every feature on every plan.

A session is one run of a workflow: one claim, one onboarding, one annual check. Test environments are free and unlimited. You bring your own keys for AI, identity checks and file storage, so there is no markup on providers.

Pro and Business
At launch
for teams running more sessions
  • Priced per live session; test sessions stay free
  • Every feature, on every plan
  • Your own keys for AI, identity checks and storage, with no markup
  • Early-access teams help set the prices

Enterprise

A dedicated deployment with its own database and encryption keys, in the region you choose, plus single sign-on and custom terms such as multi-year retention, an SLA or a HIPAA business associate agreement, on request. Talk to us.

Clipless is in early access.

The engine isn't public yet. If you have a form that passes through more than one person, tell us about it, and we'll get you set up.