AI Engineering
From the right
question to a
working solution.
Weeks, not quarters.
We build custom AI software. From business aspiration to production code — discovery and delivery in the same team. No handoffs.
Start a Conversation →
How We Work
“We start with a business aspiration, identify your friction, then build the AI solution for that purpose.”
Phase 0
Alignment
90 minutes
An exploratory session — hands-on. You experience the process before committing to it.
Phase 1
Strategic Discovery
Map business goals to AI opportunities. Define the challenge, assess feasibility, build the roadmap.
Phase 2
Architect the Solution
Three prioritized AI concepts. Interactive prototypes with your actual data. Integration architecture defined.
Phase 3
Craft the AI
Working solution deployed to production. Full documentation. Scaling strategy. The software stays with you.
From 2 weeks to your AI running in production.
What Makes It Different
Every person on a DTJ engagement holds dual capability — design thinking methodology and technical implementation.
The team that discovers the problem builds the solution. The insight survives into the product.
Selected Work
Sports Technology
Enterprise AI Platform
Live telemetry processing 70,000+ data points per second at under 100ms response time, with natural language race strategy analysis delivered in real time.
→ Decision support at the speed of competition.
Healthcare
Surgical AI System
Computer vision overlay delivering patient data and imaging directly into the surgeon’s field of view — without disrupting the operating environment.
→ Clinical information at the point of decision.
Distribution
Demand Intelligence
AI system processing distributor patterns, market conditions, and historical data to generate forward-looking inventory and logistics recommendations.
→ Reduced overstock, faster response to demand shifts.
Research
Synthesized Intelligence
Multi-stream research architecture combining supervised and unsupervised learning across patent filings, academic research, and investment signals. Human-AI feedback loop for continuous pattern refinement.
→ 85% directional accuracy, verified at year-end. Co-presented with Microsoft across Tokyo, Fukuoka, Yokohama.
Open Source
AI Cards
A public tool mapping 100+ AI capabilities to real business problems. Built by DTJ. Used by teams across 14 countries to run internal AI discovery sessions.
→ Try AI Cards →Organizations we’ve worked with
The Right Fit
We work with organizations that have a real problem — and the readiness to act on it.
The engagement is senior, hands-on, and time-bound.
Both services reinforce each other. Leaders who complete the Academy make better clients. Build clients who want their teams to develop judgment enroll in the Academy.