Solutions for regulated finance
Engineering offerings built for regulated financial workloads, with AI applied where it earns its place. Trusted by banks, broker-dealers, exchanges, trading firms, and fintech - and listed and hosted on the marketplace platform.
AI engineering
Production-grade AI, not proofs of concept.
Agentic workflows
Goal-driven agents with tool use, checkpoints, and full traces. Designed so a human can review every consequential step.
Retrieval and grounding
Document-aware retrieval over your corpus with citations, powering compliance review, due diligence, and operations assist.
Anomaly detection
Streaming detectors over transaction and market data, wired into alerting and reconciliation.
Model operations
Versioning, evaluation gates, rollback, and observability for the models you run in production.
AI document & process automation
Turn regulated, document-heavy workflows into auditable, reviewer-in-the-loop processes - AI does the legwork, humans keep the consequential calls.
Document understanding
Ingest offering documents, IDs, financials, and filings. Extract, classify, and reconcile the fields that matter - every answer cited back to its source.
External data lookup
Cross-reference each case against public and third-party sources with automated lookups a reviewer can verify in one click.
Red-flag rubric scoring
Configurable rubrics score every case and surface red flags ranked by severity, so reviewers spend time where it counts.
Reviewer-in-the-loop
A reviewer UI with full provenance: every flag, source, and decision is logged. Humans approve the consequential calls; the AI does the first pass.
Fintech systems
The boring, critical parts done right.
Payments and ledgers
Double-entry ledgers, idempotent payment APIs, and settlement workflows that reconcile to the cent.
Banking integrations
Connectors to rails and counterparties with retry, reconciliation, and audit logging baked in.
AI-assisted compliance screening
KYC, AML, sanctions, and due-diligence workflows with AI doing the first pass - document intake, watchlist screening, and case scoring - and humans on the consequential calls. Full audit trail for every decision.
Reporting and audit
Immutable event logs, point-in-time reporting, and export packs built for auditors and regulators.
AI trading platform
Research to live execution, one loop. See the platform ->
Research
Notebook-style strategy authoring with shared datasets and reproducible runs.
Backtest
Vectorized and event-driven backtesting with realistic costs and slippage.
Execution
Broker adapters with paper and live modes, guarded by pre-trade checks.
How we engage
Discovery
A focused workshop to map constraints, risks, and success criteria.
Build
Contract-first delivery with vertical slices you can run in your environment from week one.
Operate
Runbooks, observability, and handover so your team owns the system.