API-first operational verification
Assess the doneness of real world tasks
Doneness API helps teams determine done / not done / unclear from structured task definitions and multimodal evidence—so critical workflows are verified in real time.
Weak verification leads to high costs and more problems
Many teams already collect evidence.
The gap is systematic review: it’s rarely feasible to check it all,
so it’s used reactively when problems surface.
Workers may also game the system, voiding evidence value.
Doneness API fixes these problems with auditable
done / not done / unclear decisions for your real-world tasks.
Go from API key to first successful assessment quickly with a developer-first integration flow.
Combine AI assessments with review signals to improve reliability and confidence in decisions.
Start with one workflow, prove ROI, and scale across more teams, locations, and task types.
How Doneness API works
Submit task and evidence
Send the task description together with your evidence—images, video, audio, text, files, or location tracks—through secure bundle endpoints. The AI evaluates the evidence against the task.
Refine
AI asks for clarification evidence as necessary to ensure a good task assessment.
Get a decision
Receive done / not done / unclear with confidence and issue context. Route edge cases to human review.
Built for real operational environments
Why teams choose Doneness API
API-first by design
Integrate directly into your systems with clear contracts, stable schemas, and webhook-driven workflows.
Trust-centered architecture
Confidence, reviewability, and traceability are first-class—not afterthoughts.
Scales with your operations
From one pilot workflow to multi-team deployment without changing platforms.
Join the Doneness API closed trial
We're onboarding a focused set of teams with high-value operational verification use cases. Trial participants get early API access, technical onboarding support, and direct feedback loops with the product team.
Frequently asked questions
For developers
Request a trial on doneness.ai. Approved developers receive a welcome email with a link to sign in and create API keys on docs.doneness.ai.
Ready to verify what's actually done?
Start with one workflow. Prove value quickly. Scale with confidence.