Industries

Engineering depth that learns the operating model.

We bring full-stack product engineering, data, ML, and secure AI to the systems that drive each business, shaped around its users, economics, constraints, and operating decisions.

Consumer packaged goods

Forecast demand, understand promotion lift, protect margin, and keep inventory aligned with the shelf.

4 system patterns
›Demand-planning and replenishment tools›Retailer and distributor data integrations›Trade-spend measurement platforms›Sales, inventory, and margin analytics
Explore consumer packaged goods engineering

Home services

Turn lead flow into booked jobs with clearer attribution, territory intelligence, and capacity-aware forecasting.

4 system patterns
›Lead-routing and call-center platforms›Estimator, crew, and territory workflows›Marketing-to-revenue attribution›Customer portals and scheduling systems
Explore home services engineering

E-commerce

Connect acquisition, merchandising, retention, and fulfillment so growth is measured in contribution—not clicks.

4 system patterns
›Custom storefront and subscription products›Product, order, and fulfillment integrations›Recommendation and merchandising systems›Retention and contribution analytics
Explore e-commerce engineering

Event marketing

Measure the whole event funnel—from registration source to attendance, pipeline, sponsorship, and repeat participation.

4 system patterns
›Registration and attendee platforms›Contact capture and enrichment›Sponsor and partner reporting›Local event discovery and publishing systems
Explore event marketing engineering

Legal

Improve intake, case visibility, document workflows, and matter economics without compromising client confidentiality.

4 system patterns
›Secure client and matter portals›Intake, referral, and routing workflows›Private document intelligence›Matter economics and staffing analytics
Explore legal engineering

Real estate

Build a clean view of markets, listings, leads, transactions, and follow-up across fragmented systems.

4 system patterns
›Listing and market-data products›Agent and client portals›Lead-routing and follow-up systems›Transaction and portfolio analytics
Explore real estate engineering

Bars, restaurants, and nightlife

Understand traffic, reservations, labor, promotions, and guest behavior by venue, night, and acquisition channel.

4 system patterns
›Reservations and venue operations›Staff onboarding, training, and scheduling›Guest and membership experiences›Promotion, labor, and event analytics
Explore bars, restaurants, and nightlife engineering

Cannabis

Combine compliant retail data, product performance, inventory, and promotion analytics in one operating view.

4 system patterns
›Retail and brand reporting platforms›Compliant product and inventory integrations›Promotion and loyalty measurement›Store, SKU, and customer decision tools
Explore cannabis engineering