01 Production
SignalDesk
An AI co-pilot that thinks like a quant. Research questions answered in seconds, with every tool call shown.
Pilot in two to three weeks
Solutions · Custom AI
Custom AI agents, copilots and automation for finance and operations
EntropyX Labs designs and builds custom AI systems for financial and operations teams: goal-driven agents with tool use and audit trails, support and ops copilots grounded in your knowledge base, KYC and document AI pipelines, and real-time voice and translation. Every build ships with evaluations, human-in-the-loop fallbacks and per-run logs.
Last updated 2026-10-30
What usually hurts
- Pilots that never reach production
- Agents with no audit trail
- Document review that takes 30 minutes per file
- Voice and language barriers in support
What changes
- Agents that act through tools, with every step logged
- Copilots grounded in your data with human approval
- Document reviews in seconds with reviewer-ready packs
- Voice-to-text and translation in real time
Products for custom ai agents and copilots, in the order we usually deploy them
How the engagement runs
01
Discovery
The one or two workflows where an agent would change the business, and what it must never do.
02
Prototype with evals
A working agent measured against a test set before anyone trusts it.
03
Production
Tool permissions, audit logs, human fallback and monitoring.
04
Iterate
Evals and logs drive a monthly improvement cycle.
FAQ
Custom AI: questions
Which models do you use?
Frontier models where they are best, open models where data must stay on-prem. The choice is made per workflow and can change without rewriting the system.
How do you keep agents safe?
Explicit tool permissions, sandbox-then-live execution, per-run audit logs, evaluations before release and a human-in-the-loop fallback for anything consequential.
Can the agents live inside our existing tools?
Yes. They embed in EntropyX Chat, your CRM, your ticketing desk or as APIs your systems call.
Map your operation to products in one session.
Bring the people who run the business. We leave with a product list, an order and a timeline, and you get it in writing within one business day.