We concentrate where the stakes are highest.
We work with operating companies — the firms that run physical networks, regulated services, and long-lived assets. Accuracy, uptime, and auditability are not trade-offs in our engagements. They are the bar.
- FIN
Financial Services
Banks, asset managers, and insurers modernizing operations under regulatory constraint.
Representative engagements- 01
AI portfolio sequencing for a regional bank
Ranked and costed 22 opportunities across retail, commercial, and treasury.
- 02
Reconciliation automation across two core systems
Eliminated 120 hours of month-end work and reduced break rates 94%.
- 01
- HEA
Healthcare & Life Sciences
Providers, payors, and life-science firms where accuracy and privacy are non-negotiable.
Representative engagements- 01
Clinician EMR module for a specialty network
Custom intake and referral tooling integrated with a major vendor EMR.
- 02
Retrieval over regulated knowledge for a pharma team
Passed internal review; golden-set evaluation against subject-matter experts.
- 01
- IND
Industrial & Logistics
Manufacturers and operators running distributed physical networks.
Representative engagements- 01
Dispatch and routing for a last-mile operator
Replaced a brittle legacy scheduler; cut routing time by 71%.
- 02
Document intelligence across an engineering archive
Retrieval across forty years of drawings, specs, and change orders.
- 01
- LEG
Legal & Professional Services
Firms whose product is expert judgment at scale.
Representative engagements- 01
Governance and risk framework for a legal services firm
Evaluation, policy, and tooling for internal AI use across 14 offices.
- 01
- ENE
Energy & Utilities
Operators of long-lived assets under transition pressure.
Representative engagements- 01
Asset-document retrieval for a utility
Unified access across decades of inspection, permit, and maintenance records.
- 01
- PUB
Public Sector
Civic and regulated institutions where the bar for diligence is higher.
Representative engagements- 01
Internal tooling modernization for a state agency
Replaced a 2011-vintage case system with a tightly scoped custom build.
- 01
- TEC
Technology
Software companies adding AI capability to mature products.
Representative engagements- 01
Copilot integration inside a mature SaaS platform
Production rollout with evaluation, cost, and quality instrumentation.
- 01
- CON
Consumer & Retail
Brands and operators where margin lives in operational discipline.
Representative engagements- 01
Quote-to-cash across three ERPs for a specialty retailer
Deterministic automation; full audit trail for finance.
- 01