AI & Machine Learning.
AI is only useful when it changes a number on your dashboard. We help product and engineering teams move past the demo: from picking the right approach to wiring in the testing, guardrails, and grounding that make a system your customers actually use.
- Capabilities
- 10
- Stages
- 04
- Outcomes
- 03
What it’s
actually moved.
Tests wired in before launch, so 'is the new prompt better?' has an answer, not a vibe
Guardrails and prompt-injection defenses treated as features, not afterthoughts
A rollback path for every model and prompt change you ship
What we ship,
in plain language.
AI Agents
Tool-calling agents that automate operational work — with audit logs, human-in-the-loop checkpoints, and rollback paths.
AI Consulting
From use-case shortlists to vendor selection — strategy work that ends with a roadmap, not a deck.
AI Workshops
Hands-on sessions for product, engineering, and exec teams — turning hype into a shortlist of bets worth taking.
AI Prototypes
Two-to-six-week prototypes on your data — built to test feasibility, latency, and cost before you commit to a roadmap.
Intelligent Automation
AI woven into workflow engines and back-office processes — replacing forms, queues, and copy-paste.
Model Operations
Training, evaluation, and deployment pipelines — self-hosted or in the cloud — with cost and drift monitoring.
Smart Search
Search that answers from your own content — tuned and tested so the answers hold up.
Computer Vision
Detection, text extraction, and classification for documents, retail, healthcare, and industrial use cases.
AI Integration
Leading and open-source AI models wired into your product with cost, latency, and rate-limit guardrails.
Testing & Guardrails
Offline and live test harnesses, prompt-injection defenses, and rollback plans for every release.
A predictable shape,
every engagement.
- 01
Use-case shaping
We pick the smallest problem worth solving — and define what 'good' actually looks like.
- 02
Prototype
Two-week spike with real data to test feasibility, latency, and cost before committing.
- 03
Productionize
Tests, guardrails, monitoring, and a release pipeline you can trust on a Friday afternoon.
- 04
Iterate
Continuous evaluation against new data and prompt changes — with a clear path to rollback.