Industries · Capital markets
Millisecond intelligence for capital markets.
Trading desks, asset managers, and market infrastructure run agent workloads where latency, confidentiality, and auditability all bind at once. Small specialized models in your own data center beat API round-trips on every axis that matters to the desk.
The value
What the numbers look like.
10–50×
Lower cost per document than frontier-API processing
10×
Lower latency than frontier API round-trips, models sit next to your systems
99.5%
Schema-valid outputs your downstream systems can trust
100%
Of activity inside your perimeter, with signed lineage for audit
Representative targets from pilot scoping. Every evaluation sandbox defines success criteria against your own baseline before anything is deployed.
Where we start
The workflows we convert first.
The wedge is always one high-volume workflow, converted to an owned model with success criteria agreed up front.
Trade confirmation & settlement ops
Parsing confirmations, resolving breaks, and producing structured exceptions from unstructured counterparty messages, at post-trade volume.
Research & filings into structured data
Turning research notes, filings, and transcripts into schema-validated data your systems consume directly, no scraping layer, no hallucinated fields.
Client onboarding & suitability
Document-driven onboarding with policy checks grounded in your ontology: who may hold what, under which mandate, in which jurisdiction.
Surveillance alert triage
First-pass review of trade and comms surveillance alerts with confidence scores, cutting the queue before compliance sees it.
What you get
Beyond the pilot.
Confidentiality by construction
Positions, strategies, and client data never leave your infrastructure. There is no third-party API in the path to leak through.
Deterministic integration
Constrained decoding means outputs always match your schemas, so models plug into OMS, EMS, and compliance systems like any other service.
A desk-grade latency profile
On-prem 3–7B models answer in the time an API call spends in TLS handshakes. Latency budgets stop being the blocker.
Evaluation sandbox
Put a model where your systems live.
The sandbox benchmarks an owned model against your current stack on latency, validity, and cost, on your own traffic.