Architecture · 02

Operational
A process arrives.

Agents that run workflows end to end.

Workflows that execute, not just report.

Agents that decompose the process, execute each step and hand back the result. Whether it's a document, a calculation, an integration or a report. Your team approves exceptions, not the routine.

Collections, approvals, KYC, onboarding. Every decision is signed into the audit ledger. Your team rolls back any step in one click.

Orchestrated workflows
LangGraph · coordinated sub-agents
Signed audit
Every step, evidence exportable

In production · contracts, collections and closes in minutes

  • Deep reasoning
  • RAG
  • LangGraph
  • Signed audit

It leaves resolved.

  1. Document validator (IDs, tax forms, invoices, contracts)
  2. End-to-end workflows
  3. Augmented retrieval over your knowledge base
  4. Orchestration of multiple coordinated agents
  5. Role-based permissions and tiered approvals
  6. Native rollback, audit on every turn
Deep reasoning
Extended thinking per step
Confidence-based handoff
Below threshold, escalate to human with context
Integrations
CRM, ERP, core banking, Drive
Document generation
Contracts, certificates, reports
PDF extraction
Clean data from messy documents

Launch your operational layer.

Lean diagnostic of your back office. Your first workflow in production in 2 to 4 weeks.

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