AI & Data Innovation
Production AI and data systems that compound.
We help teams move from AI experiments to durable systems: focused delivery pods, agentic workflows, ML platforms, and the data foundations that make models honest. Evaluation, governance, and cost control are built in — not bolted on after the demo.
Photo by Google DeepMind on Unsplash
Niches
Where we go deep
Trending specialties first — each one is a focused engagement inside this practice.
AI Pods
NewShip production-ready AI systems in weeks with a focused, senior AI team.
AI Agents & Agentic Systems
NewConnect, govern, and scale agents across real business workflows.
AI Discovery & Roadmapping
Prioritize use cases, assess readiness, and build an ROI-backed AI roadmap.
Intelligent Automation
Streamline operations with automation that cuts cycle time and manual work.
AI Proof of Concept & MVP
Turn AI concepts into working pilots that prove value before you scale.
Machine Learning Solutions
End-to-end ML that unlocks predictive insight and measurable impact.
MLOps & AI Infrastructure
Reliable AI with automated pipelines, serving, and governed deployment.
Data Science & Predictive Analytics
Forecast trends and power sharper decisions with advanced analytics.
Data Engineering & Integration
Connect silos, modernize pipelines, and deliver trusted data for AI.
AI Ops, Governance & Guardrails
Govern usage, manage risk, and monitor AI systems as they scale.
Engagement scope
Clear scope. Concrete outcomes.
What we build into the engagement, and what you walk away with — at a glance.
What's included
- AI delivery pods & roadmaps
- Agentic workflows & tool use
- RAG, ML, and predictive analytics
- Data pipelines & integration
- MLOps, evals & guardrails
- Cost, latency & quality monitoring
What you get
- Production AI/ML systems
- Evaluation & governance suite
- Data architecture & pipelines
- Observability dashboards
- Cost and latency budget
Typical stack
How we work
A process built to de-risk delivery
Frame the outcome
We define the use case, success metrics, and data readiness before writing code.
Prove with a pilot
A focused PoC or pod validates value, risk, and cost under real constraints.
Harden the system
Evals, pipelines, guardrails, and ops so the solution holds up in production.
Scale & govern
Roll out with monitoring, ownership, and a clear path to expand safely.
Related work
Products we've shipped in this practice
Frequently asked questions
Ready to ship
Let's build something that ships.
Share your product goals and constraints. We'll respond within one business day with a proposed approach, team, and timeline.
Typical response time: one business day