AI & Generative Systems
Production-grade AI products that turn proprietary knowledge and workflows into a durable advantage.
Built around the result, not the deliverable.
We design, evaluate and operate LLM applications, intelligent agents and machine-learning systems with the controls enterprise teams need. Production work includes Axiom Copilot for actuarial exceptions, Kestrel for payments intelligence, Style Match for visual search, and PickleBall Pro for rally-level sports analysis.
AI opportunity mapping
LLM application engineering
RAG architecture
Model evaluation
Fine-tuning
AI agents
Computer vision
MLOps
Discover
Align on users, business outcomes, constraints, risks and measurable success criteria.
Architect
Define the experience, system boundaries, delivery roadmap and technical foundations.
Build
Ship in transparent weekly increments with automated quality, security and performance checks.
Scale
Operate, observe and evolve the product as adoption, data and organizational needs grow.
How quickly can we start?
A senior discovery team can usually begin within two weeks. We use discovery to establish scope, risks, architecture and a delivery plan before scaling the squad.
How do you structure engagements?
Choose a focused discovery, a dedicated cross-functional product squad or a milestone-based transformation. Every model includes senior technical leadership and transparent reporting.
Can you work with our internal team?
Yes. We routinely embed with product, engineering, security and operations teams, adapting to your tools and governance while transferring knowledge throughout delivery.
Your next product decision can change the trajectory.
Bring us the opportunity, the constraint or the difficult question. We’ll help you find the clearest next step.
Book a consultation