A finance team drowning in invoices
Extraction, classification and a proposed entry — with approval left to a human.
SYS-LAB-04betaLab
AI Lab
Agents that carry out real tasks — with clear limits and a human in the loop
AgentsRAGEvaluationGovernance
Featuresالمزايا
What it actually does
Document extractionInvoices, receipts and contracts — from an image into structured fields ready for approval.
Knowledge systemsAn assistant that answers from your own documents and data, citing the source in every answer.
Workflow automationAgents that run a chain of steps across your systems and stop at the human decision points.
Evaluation and governanceOutput accuracy measured before launch, and a log of every decision the agent made.
Model-swappableWe pick the model by the task, not the fashion, and the system stays swappable without a rebuild.
Explicit permission limitsWhat the agent can do is written and tested — and so is what it cannot.
Who it is forلمن هو
Who benefits from it
A support team answering the same questions
An assistant built on your documents, with a citation to the source.
Proofالدليل
Numbers, not adjectives
2024
first agents in production at clients
HITL
a human in the loop on every financial or legal effect
Eval
accuracy evaluated before every launch
Log
a record of every decision the agent made
Architectureالبنية التقنية
How it was built
- A tool layer with a narrow permission boundary per agent
- Automated evaluation against a test set before deployment
- A reviewable decision log
Next step
Book a discovery session
We identify the one task that deserves an agent with you — and tell you if it doesn't.
- We reply within two working days
- The code is entirely yours
- Published numbers, signed and verifiable