Proof of what an AI agent was allowed to do, and what it then did
AI-native managed operations for service businesses
Stage
Startup
Not given
Founded
2026
Not given
Based in
Not given
GB
Pricing model
Open source
Paid
Pricing
Not given
Setup fee: £350–£500 (one-time). Monthly retainer from £750/month: Essentials plan £750/month for one managed workflow; Growth plan £1,200/month for multiple workflows; Advanced plan £2,000+/month for full operations coverage.
Key features
Signed permissions with passkey authentication
Receipts for each agent action with signatures
Free checker tool to verify compliance
Quantum-safe signatures (Ed25519 and ML-DSA-87)
Permission narrowing for helper agents
Permission cancellation with signed acknowledgement
JavaScript and Python libraries
LangChain and Pydantic AI middleware
Capture enquiries from website, email, chat, or WhatsApp 24/7
Respond to common questions using approved business information
Qualify leads by collecting customer details and identifying intent, urgency, and service fit
Apply human oversight to uncertain, sensitive, or high-value cases
Execute actions including booking, routing, follow-ups, and document collection
Deliver ready-to-act lead summaries with all details structured for immediate handover
Automated appointment booking and callback routing
Review management and automated review request campaigns
Client intake and automated document collection
Weekly workflow performance review and continuous improvement
What makes it different
Only open-source project combining machine-checkable limits, permission narrowing for helpers, and signed permission cancellation
Built entirely from published standards with no hand-made components
Free and no dependencies, sends nothing anywhere or holds money
Distinguishes between record integrity and whether agent stayed within permission
All published versions stay available for backward compatibility
Managed service, not software — we run the workflow and bear operational responsibility, not you
Human-in-the-loop by design with automatic escalation of sensitive and regulated enquiries
Outcome-based pricing reflects value delivered, not features or hours
Start with a focused pilot — prove value with one workflow before expanding
Approved knowledge base ensures AI responds only from verified business information, no AI guessing