Agentic Intelligence for Capital Markets Operations
Deploy AI agents that handle the full data lifecycle — ETL, reconciliation, and reporting. From raw file ingestion and transformation to matching, break management and regulatory delivery. Configure through conversation, execute on a scalable engine, and audit every decision with Glass Box reasoning.
Built for regulated financial institutions
End-to-End Reconciliation Workflow
One platform from ingestion to reporting. AI where it adds value; deterministic governance everywhere else.
AI-Powered Onboarding
Configure in hours, not months
Our AI agent analyses your data, understands your workflows, maps schemas, and generates reconciliation rules — all through natural conversation.
Universal Data Ingestion
Any format, any source
CSV, Excel, PDF, scanned documents — no pre-defined templates required. 50+ built-in transform operators handle normalisation automatically.
3-Pillar Match Engine
Exact + Fuzzy + AI Semantic
Exact matching handles 60–80% instantly. Fuzzy logic resolves formatting noise. AI semantic matching handles the complex residual — across all asset classes.
AI-Assisted Break Management
Investigate and resolve with AI
Conversational AI automates exception investigation and resolution. Every AI-proposed action includes full reasoning and requires human approval.
Continuous Monitoring
Sub-60-second processing
Processes data within 60 seconds of arrival, not overnight batch runs. Real-time reconciliation with continuous monitoring. T+1 ready.
Custom & Regulatory Reporting
From reconciled data to delivered reports
Define, schedule, and deliver operational and regulatory reports. EMIR, MiFID, CASS evidence packs — generated and delivered automatically.
Why Regulated Firms Trust This
Hard Safety Limits
AI agents operate within max steps, iterations, and tool call boundaries
Full Auditability
Step-by-step reasoning traces — every decision is explainable
Human-in-the-Loop
AI-proposed matches require human approval — never auto-applied
Multi-Layer Protection
Sensitive data scanning, content filters, and anonymisation before AI processing
No Code. No Delays. No Friction.
Every capability in FopsAI is accessible through three interfaces — choose the one that fits your team.
Visual Canvas
For operations analysts
AI Conversation
For anyone
DSL Editor
For technical users
No 12-week implementation projects. Your team configures and owns the reconciliation from day one.
Built for the Autonomous Era
Legacy tools are just rule engines wrapped in a UI. FopsAI is built on an Agent-as-a-Service architecture where autonomous agents perform tasks, and humans provide oversight.
- No-Code Semantic Mapping (Zero regex)
- Conversational Rule Building via AI Agents
- Policy-as-Code Guardrails with Glass Box Reasoning
- Cloud-Native: Serverless, Scalable, VPC-Contained AI
Traditional Recon
Implementation Time
FopsAI Agent
Implementation Time
Ready to deploy your first Agent?
Join the Early Adopter Program. We are currently onboarding select financial institutions for the Beta phase.