Industries

We don't generalize. We specialize.

Three industries we know cold — and three industries where agentic AI changes the unit economics of how the work gets done.

Financial Services

Compliance-aware agents for the work that scales finance.

Banking, payments, asset management and insurance. Our agents are built to respect model risk, audit and explainability requirements — because we built them with people who lived inside those policies.

Where we play: KYC alert triage, transaction monitoring, dispute handling, claims adjudication, reconciliation, regulatory reporting and book-of-business analytics.

Where agents earn their keep

Representative outcomes

  • KYC/AML investigation cycle time cut by 60%+
  • Claims adjudication touchless rate > 70%
  • Daily reconciliation breaks resolved before close
  • Regulatory narrative drafting time cut by half
Where agents earn their keep

Representative outcomes

  • Forecast accuracy lift of 15–25% at SKU/store grain
  • Trade-promotion ROI lift in double digits
  • Out-of-stock detection and recovery within hours, not days
  • Marketing spend efficiency up 25–40% at flat budget
CPG & Retail

Agents that see demand the way your category manager does — only faster.

Brands, retailers and channel partners. We build agents that operate against the realities of trade promotion, assortment, on-shelf availability and consumer engagement.

Where we play: demand sensing, trade-promotion optimization, assortment planning, shelf intelligence, dynamic pricing, and personalized consumer marketing.

Manufacturing & Industrial

Agents wired into the plant floor, the planning cycle and the field.

Discrete, process and field-heavy operations. We build agents that operate where the data is messy, the systems are old, and the cost of being wrong is real.

Where we play: production planning, predictive quality, supplier resilience, field-service dispatch, aftermarket parts and warranty analytics.

Where agents earn their keep

Representative outcomes

  • Production schedule adherence improved 10–20%
  • Predictive quality alerts hours before defect propagation
  • Field-service first-time-fix rates above 85%
  • Spare-parts working capital down 15–30%
Tell us your context

We'll come to the first conversation with three agent ideas tuned to your industry — not generic.

Start the conversation