Industries
AI that moves leads, sales, and revenue.
How production AI moves leads, sales, revenue, cost, risk, and cycle time, in your sector. Principal-led delivery with KPIs locked in discovery.
Universal funnel
Every industry runs the same economics
AI boosts revenue when it removes friction in the workflows that already drive your P&L, not when it's bolted on as a chatbot.
Attract
Revenue
Lead scoring, intent signals, and outbound personalization to fill the pipeline with qualified prospects.
Convert
Revenue
Sales research agents, proposal automation, and faster quoting to raise close rates.
Expand
Revenue
Upsell models, pricing optimization, and cross-sell intelligence to grow revenue per account.
Retain
Revenue
Churn prediction, proactive outreach, and support automation to protect lifetime value.
Operate
Cost
Document intelligence, workflow agents, and forecasting to cut cost and cycle time at scale.
Proven depth
Proven depth
Financial Services
Fraud detection, risk modeling, and governed ML at transaction scale.
- Protect revenue from fraud losses and chargebacks
- Reduce manual review cost per flagged transaction
Proven depth
Federal & Public Sector
Federal-scale data systems, compliance posture, and high-throughput pipelines.
- Reduce fraud and improper-payment exposure at program scale
- Cut procurement and compliance documentation cycle time
Proven depth
Real Estate & PropTech
Portfolio analytics, valuation intelligence, and operational automation.
- Accelerate acquisition diligence and deal velocity
- Increase portfolio NOI through better pricing and retention
Proven depth
Location Intelligence
GPS traces, address geocoding, and spatial analytics for product growth and market expansion.
- Prioritize expansion markets with quantified demand and whitespace
- Increase same-store or territory revenue through geo-targeted product and sales focus
Proven depth
Telecommunications
Large-scale data platforms, network analytics, and customer intelligence.
- Reduce subscriber churn and protect recurring revenue
- Increase upsell conversion on existing accounts
Proven depth
Higher Education
Institutional analytics, research computing, and governed campus AI.
- Increase enrollment yield and tuition revenue per cohort
- Reduce student attrition and protect recurring tuition
Growth focus
Growth focus
Insurance
Claims automation, underwriting intelligence, and fraud, adjacent to financial services depth.
- Process more claims per adjuster without quality drop
- Reduce loss ratio through faster fraud detection
Growth focus
Healthcare & Life Sciences
Production ML and governed Gen AI for regulated health and biotech teams.
- Accelerate trial and regulatory document cycles
- Reduce manual chart review and abstraction cost
Growth focus
Legal & Professional Services
Contract analysis, discovery workflows, and retrieval systems at enterprise scale.
- Increase billable utilization by cutting research time
- Win more matters with faster proposal turnaround
Growth focus
Manufacturing & Supply Chain
Predictive maintenance, demand forecasting, and industrial data platforms.
- Reduce unplanned downtime and lost production revenue
- Improve order fill rate and on-time delivery
Growth focus
Energy & Utilities
Asset optimization, grid analytics, and governed AI in regulated infrastructure.
- Reduce outage cost and regulatory penalty exposure
- Increase asset utilization and throughput revenue
Selective intake · Q2 2026
Your next system shouldship to production.
Agentic development from architecture through deployment, with the Production Standard contracted in writing.