Stop reading documents.
Start making decisions.
AI agents watch every counterparty's exposure in real time, ground every threshold in the actual CSA agreement, and pause for a human before anything ever reaches a client.
notice sent to clientFrom a price tick to a signed-off call
Every margin call follows the same six steps, and every step is traced and auditable.
- 01Price moves
A market event reprices every book within seconds.
- 02Exposure recomputed
Code, not the model, computes mark-to-market and margin.
- 03CSA checked
The threshold comes from the real agreement, clause cited.
- 04Human approves
Nothing reaches a client until someone on the desk signs off.
- 05Client notified
A clear notice with the calculation and CSA terms attached.
- 06SLA watched
A timer runs per call. No reply in time escalates automatically.
- WhatsAppClient notices and replies
SlackDesk approvals and alerts- ServiceNowIncidents when an SLA is missed
Every threshold traces back to a clause in the CSA, so nobody has to dig through PDFs.
Gemini · RAG over your documentsEvery figure on a call is computed by a tested engine and never generated by a model.
Deterministic Python calc engineAn approval gate, a second sign-off for elite counterparties, and a full audit trail.
LangGraph · Cloud Run · audit logEvery clause cited. Every number computed. Every decision yours.
Google Cloud
Gemini on Vertex AI
Cloud Run
Cloud SQL + pgvector
GitHub Actions
Terraform
Orchestrated with LangGraph · events on Pub/Sub · live status on Firestore
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