01 · AI Assessments

Find the levers in your business

We provide custom assessments to identify opportunities for AI implementation with the highest impact.

01 — AI Readiness

Set up the foundations for your AI system

We do a full read of your data systems, tech stack, and team. We identify constraints and opportunities to drive your business forward. Your team walks away with the roadmap and game plan.

  • • Current-state assessment
  • • Ranked AI opportunities
  • • Recommended build + scope
  • • Hire / build / buy recommendation
02 — Opportunity Evaluation

Build the right things

A focused feasibility and impact analysis for a single AI initiative. We stress-test the assumption, model the upside, and tell you whether the juice is worth the squeeze before you commit.

  • • Feasibility analysis
  • • Impact & risk scoring
  • • Build vs. buy vs. skip recommendation
  • • Vendor / tooling shortlist if applicable
03 — Enterprise Readiness

Serving enterprise customers?

We audit your data governance, infrastructure, and team structure against the demands of running AI in production. Receive a gap analysis with a prioritized remediation plan.

  • • Data & infrastructure audit
  • • Governance & compliance gap analysis
  • • Team structure recommendations
  • • Prioritized remediation roadmap
04 — AI ROI Assessment

Understand the impact AI has in your org

A quantitative review of an existing AI investment. We tie outputs to business outcomes, identify what’s leaking value, and produce a comprehensive report on whether to double down, fix, or wind down.

  • • Business outcome mapping
  • • Value leakage analysis
  • • Performance benchmarking
  • • Double down / fix / wind down recommendation
★★★★★
“Working with Scott was a seamless experience. His flexibility and deep subject matter expertise were invaluable in refining our technical proposal, ensuring it was well-structured and ready for presentation to our potential client. His insights and contributions significantly enhanced the quality of our submission. I highly recommend Scott and would gladly collaborate with him again in the future.”
Nabor R.
Ensemble Consultancy
02 · Automation Services

Save your team from redundant work.

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03 · AI Consulting

We help teams ship products.

We provide custom consulting and advisory services that are specific to your business.

AI Strategy & Roadmapping

Set up your technical roadmap

This is for leaders who have committed to integrating AI, but need a partner to navigate the challenges with implementation: what to build, in what order, which vendors to trust, where the budget is actually going, and how to present the roadmap to the board.

  • +Initiative prioritization & sequencing
  • +Vendor evaluation & build vs. buy calls
  • +AI roadmap for board & investor review
  • +Monthly working sessions & async support between
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Fractional CTO & Advisory

Senior technical judgment

For founders who need senior technical leadership to steer their team. Perform vendor evaluation, architecture review, hiring, due diligence, investor prep, AI roadmap.

  • +Weekly or biweekly working sessions
  • +Async availability on a 1–2 day SLA
  • +Vendor & hire screening; technical interviews if needed
  • +Roadmap reviews ahead of board / investor meetings
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★★★★★
“Writing this review to acknowledge Scott and his team for the excellent work they’ve done. The quality of Machine Learning and Data Science output that’s delivered was impressive — clean, production-ready, and thoughtfully executed. They were professional, easy to work with, and showed a clear understanding of the project goals. Communication was smooth throughout. Highly recommend Scott and his team for any data-focused work.”
Dinesh C.
Vistar Analytics
04 · AI Application Development

Build AI systems from the ground up, specifically for your business.

Our team works with your to build your AI application from the ground up.

This is for teams who know what problem they’re solving, understand that no existing product solves it, and need a technical team to architect and build. We will work together to determine the scope, stack, and timeline.

What we've built before
  • Custom model development & fine-tuning
  • LLM integration & prompt engineering
  • Computer vision & multimodal systems
  • Data pipelines & MLOps infrastructure
  • Full-stack product build
How it works
  • Understand the problem with an intro call
  • Create the build out plan
  • Show progress with weekly demos
  • Handoff the final product with everything your team will need
Right fit for
  • Founders building product
  • Business owners needing custom AI systems
  • Organizations needing secure and compliant AI applications
Book a free intro to scope →
Common questions

FAQ.

Do I have to do an Assessment before a build?
No. If you arrive with a clear, scoped problem and we both think a build is the right move, we can skip straight there. The Assessment exists for founders who don’t know yet what to build — it’s a yes when you need decision support, a no when you already have it.
What’s the difference between Automation Services and custom AI development?
Automations are specific, repeatable workflows we scope and deploy — lead scoring, onboarding sequences, research pipelines. Custom AI development is a full build: product architecture, engineering execution, and delivery. If you’re not sure which fits, describe the problem on the intro call and I’ll tell you.
What tech stacks do you work in?
Stack-agnostic. We pick what fits your stage and budget. Common ones: AI/ML (LLMs, computer vision, predictive analytics), Python, Node, React/Next.js, AWS/GCP/Azure, microservices, data infrastructure. If you have an existing stack, we work in it; if you don’t, we recommend one.
How fast can you start?
Assessments usually kick off within two weeks of the intro call. Automations and builds depend on scope and team availability. The intro call gives you a real estimate.
Who actually does the work?
Strategy and architecture: me, directly. Engineering execution: a vetted team of contractors I’ve worked with for years, scoped per project, working under my oversight. I’m on every call and review every deliverable. You always have a senior person, not a junior in a trenchcoat.
Will you sign an IP assignment / NDA?
Yes. Mutual NDAs on request. IP assignment is standard in our build agreements — whatever we build for you is yours.
Next step

Pick the service. Or let me help you pick.

If you already know which of these four is right, jump in. If you don’t, that’s what the intro call is for.

Book a free 15-min intro call →