Underwriting copilot
Risk-policy-aware assistants that compress underwriting cycle time without compromising approval quality. Human-in-the-loop where the policy demands it.
§ 03 · Industries
Six verticals. One delivery posture.
We work where the stakes are high and the workflows are complex. The contract is the same in every vertical: define, build, operate. The vocabulary changes. The delivery posture does not.
Financial services.
Document-heavy workflows, regulator-grade traceability, and the discipline to ship AI that survives audit. We build the systems that move real money — and the evaluation harnesses that keep them honest.
KYC & compliance review
Document intelligence pipelines that handle the long tail of regulatory document review — and produce the audit trail to prove the system did what it claims.
Trading-ops operator
Workflow agents for middle and back office — confirmations, reconciliations, exceptions — running inside the latency and risk envelopes the desk requires.
Risk & surveillance
Anomaly detection and narrative generation across transaction streams, with the evaluation framework regulators expect to see.
- Capabilities
- Document intelligence · Compliance · Risk · Trading ops · KYC · Surveillance
Industrials & manufacturing.
AI that lives in plants and field operations. Predictive maintenance built on real telemetry. Workflow agents that survive an OT environment. Programs that move metrics the COO cares about.
Predictive maintenance
Telemetry-driven failure prediction for high-value asset fleets, integrated into work-order systems. Eval-first, with site-level rollouts.
Field-ops copilot
Technician-facing assistants that surface procedure, history, and parts — at the workstation, with offline capability where the floor demands it.
Quality assurance
Vision systems and review agents for line-level QA, paired with the evaluation harness that gates production releases.
Supply-chain orchestration
Demand forecasting and supplier-side agents for inbound logistics — operating inside the existing planning tools.
- Capabilities
- Ops automation · Maintenance · Vision QA · Supply chain · Field operations
Life sciences.
Regulator-grade AI in clinical and regulatory workflows. We build systems where every output is traceable, every retrieval is citable, and the evaluation harness is the document the regulator wants to see.
Regulatory submission agent
Authoring and review assistants for IND/NDA/MAA documents, with citation trace and revision tracking that survive submission scrutiny.
Clinical-protocol review
Trial-protocol authoring copilots — built for the cadence of clinical-development teams, with version control and reviewer attribution.
Pharmacovigilance triage
Adverse-event narrative agents with explicit human-in-the-loop gates. The eval harness IS the SOP.
Medical affairs
Field-medical and MSL copilots — payor evidence packages, KOL briefing material, and the trace evidence to prove it.
- Capabilities
- Regulatory · Clinical ops · Pharmacovigilance · Medical affairs · Citation trace
Health care.
Clinical-ops AI that handles the documentation tax, the coding tax, and the prior-authorisation tax — without crossing into the clinical decision. We build for clinicians, not over them.
Clinical-ops copilot
Documentation and coding assistants that recover clinician time without altering the clinical record. Integrated where the EHR allows it.
Prior-auth automation
Payor-facing prior-authorisation packets with eligibility logic, retrieved evidence, and submission tracking.
Care-coordination agent
Discharge planning and outreach assistants for complex-case management — operated with explicit human checkpoints.
Revenue-cycle operations
Coding accuracy, denials management, and the analytics that turn cycle-time into cash collected.
- Capabilities
- Clinical-ops copilots · Payor automation · Coding · Care coordination · RCM
Logistics & supply chain.
Orchestration AI for fleets, networks, and the people who keep them moving. Pricing agents that respect contract terms. Routing agents that respect the driver-hours rule.
Network orchestration
Multi-modal network-level planning agents — load consolidation, mode selection, lane balancing, with the constraints baked in.
Fleet & routing
Driver-facing routing assistance, paired with the dispatcher copilot — respecting hours-of-service, equipment, and chain-of-custody.
Pricing operators
Spot and contract pricing assistants for brokerage operations — with the eval harness that protects margin discipline.
Inbound & customs
Customs document agents — HS classification, broker handoff, exception triage. Audit-traceable, by design.
- Capabilities
- Network orchestration · Fleet · Pricing · Demand forecasting · Customs
Telecoms & media.
Network operations AI, customer-ops automation, and the revenue-assurance systems that quietly keep telecom businesses from leaking. We work where five-nines meets large language models.
Network-anomaly detection
Telemetry-driven anomaly detection across access and core networks, with the operator-facing narrative agents that triage what matters.
Customer-ops copilot
Care-agent assistants for retention and complex resolution paths — built for the moment a customer is about to leave.
Revenue assurance
Billing-stream reconciliation and exception triage with explicit eval gates. Plain reporting to the finance officer.
Content operations
Editorial-workflow agents for content platforms — categorisation, search, rights — built around editorial standards, not against them.
- Capabilities
- Network ops · Customer ops · Revenue assurance · Content workflow