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 toolsRetailer and distributor data integrationsTrade-spend measurement platformsSales, 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 platformsEstimator, crew, and territory workflowsMarketing-to-revenue attributionCustomer 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 productsProduct, order, and fulfillment integrationsRecommendation and merchandising systemsRetention 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 platformsContact capture and enrichmentSponsor and partner reportingLocal 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 portalsIntake, referral, and routing workflowsPrivate document intelligenceMatter 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 productsAgent and client portalsLead-routing and follow-up systemsTransaction 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 operationsStaff onboarding, training, and schedulingGuest and membership experiencesPromotion, 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 platformsCompliant product and inventory integrationsPromotion and loyalty measurementStore, SKU, and customer decision tools
Explore cannabis engineering