AI product strategy through production
Decide what to build, buy, or leave alone. Then turn the decision into shipped software.
- Opportunity and feasibility reviews
- Build, buy, or fine-tune decisions
- Launch sequencing and rollout plans
AI that makes it past the pilot.
Demos are the easy part. Production means fitting the model into the product, the data path, and the team that has to own it. Chuba Solutions helps with that work from strategy through launch.
- Open for
- AI product strategy, healthcare AI, EHR integration, and fractional ML platform work.
- Based in
- Raleigh–Durham, NC
- Typical length
- Scoped in weeks
How an engagement runs
-
First call
A focused discussion about the problem, constraints, and work already done.
-
Scope
A written scope that names the goals, tradeoffs, and boundaries.
-
Build
Implementation or advisory work inside the systems your team already uses.
-
Handoff
Working code, useful docs, and a clear handoff to the team taking over.
Prior work and client context
Where the work starts
Teams call when the direction is unclear, the integration is harder than expected, or the first version needs to become reliable software.
Healthcare AI and EHR integration
Connect AI to clinical workflows, EHR data, and review processes without making the product harder to use.
- EHR integration and workflow design
- Clinical fit and adoption review
- Evaluation, safety, and review loops
ML systems and platform engineering
Build the services, evaluations, and operating patterns that keep models useful after launch.
- Evaluation, monitoring, and guardrails
- Deployment and inference infrastructure
- Team training and a clean handoff
Relevant operating experience
$500M+
Contract revenue
AI platforms taken from MVP to production, now behind enterprise and government contracts.
20,000+
Clinicians
Software in front of clinicians every shift, running inside the EHR.
7
Patents filed
In machine-learning security. The same paranoia now goes into client evaluation and guardrails.
These figures come from work delivered with prior teams and employers. Context for the practice, not a promise of results.
Client quote
“Four hours went straight into the actual questions on our plate.”
Vibha Puri
Co-Founder & CEO, Sway Health
Focused consulting, limited scope
- Engagements
- Advisory and fractional
- Focus
- Healthcare and enterprise AI
Chuba Solutions is a small consulting practice in Raleigh–Durham, North Carolina. Engagements stay narrow so the work stays close to the product and the team.
Clients are healthcare and enterprise teams moving from a promising demo to a product people can depend on. The job is to make the next step concrete, build what is needed, and leave the team with something it can own.
Principal: Ebube Chuba · LinkedIn
Bring the real problem.
Send a short note about what you are building, where the work is blocked, and what you have already tried. If there is a fit, we will schedule time. If not, you will get a direct answer.
First calls are thirty minutes. A short written summary is enough.