Data science & predictive AI
Forecasting, anomaly detection, scoring, and decision intelligence on your data.
AI product studio
Delivering the impossible, together.
Delivering the impossible, together.
In weeks, not years.
AI agents and intelligent systems for complex operations.
Product discovery, AI engineering, and production deployment in one team.
The problem
AI only creates value when it reaches production
Most AI initiatives stall after the demo. Operations teams need systems that connect to real data, workflows, and decisions — with guardrails and a human in the loop. We find where AI creates measurable impact, then ship it to production.
What we build
AI capabilities, built for real operations
AI agents & automation
Autonomous and human-in-the-loop agents, document and workflow automation, operational copilots.
Computer vision
Detection, inspection, safety monitoring, and data extraction from images and engineering drawings.
Digital twins & IoT
Real-time asset models, sensor pipelines, anomaly detection, and operational dashboards.
AI product discovery
Opportunity mapping, prototypes, and an MVP roadmap that de-risks the build before you invest.
Production AI engineering
Integrations, cloud, MLOps, evaluations, guardrails, and security — AI that survives production.
Industries
Built for operations that are complex
Deep domain experience where the work is high-volume, physical, or regulated.
Logistics
Logistics & transportation
Dispatch and document processing, exception and ETA intelligence, carrier procurement and tender automation.
Explore the industry InfrastructureInfrastructure & smart city
Digital twins, IoT monitoring, and computer-vision inspection and safety for physical assets.
Explore the industry HealthTechHealthTech
Imaging workflows, admin automation, and compliance-aware, human-in-the-loop AI for sensitive operations.
Explore the industry Agriculture · Auto · MachineryMachinery, equipment & vehicles
AI for businesses that sell, make, move, and maintain machinery — agricultural and industrial equipment, automotive, and logistics. Backed by hands-on experience running agricultural machinery companies, in both sales and production.
Explore the industry
Selected work
Production AI, not demos
AI agents
Multi-agent content engine
An autonomous discovery-to-publish pipeline that scores sources and drafts content — with human approval before anything ships.
Read caseComputer vision
Vision extract for tower assets
Reads engineering drawings into a structured asset database that feeds a digital twin — low-confidence items go to human review.
Read caseAutomation
AI SEO pipeline with guardrails
A multi-agent AI system with deterministic guardrails — includes a live growth dashboard.
Read case
How we work
From AI opportunity to production
AI opportunity audit
Map workflows, data, and where AI creates measurable ROI.
Product discovery
Users, jobs-to-be-done, outcomes, and MVP scope.
Prototype
A working proof of value — model, workflow, and UX.
Production build
Frontend, backend, data, AI services, evals, guardrails.
Deploy & iterate
Monitoring, evaluation, and continuous improvement.
AWS Solutions Architect
500 Startups alumni
NN/g UX-certified
Get in touch
Have an AI opportunity worth validating?
Tell us what you're trying to automate and what data or systems you already have. We'll come back with how we'd approach it.