Strategic AI consulting for businesses ready to integrate AI — without the hype. Clear roadmaps, honest model selection, and hands-on team enablement.
No vendor bias — the right tool for your specific context.
Startups · SMBs · Enterprise teams
The Problem
Teams adopt AI tools reactively — adding chatbots and copilots without a unifying vision. The result is fragmented tooling, duplicated costs, and no measurable business impact.
Not every problem needs a large language model. Choosing GPT-4 for a task that a simple classifier handles at a fraction of the cost is a common and expensive mistake.
New AI systems fail when the people using them don't understand their limitations. Without proper enablement, hallucinations go unchecked and workflows break down.
Without defined metrics, AI projects run indefinitely with unclear value. You cannot improve what you don't measure — and most teams never define the baseline.
What I Offer
A structured engagement to define where AI fits in your business — identifying high-value use cases, sequencing adoption, and setting the metrics that matter.
Hands-on workshops tailored to your team's role and existing skill level — from prompt engineering fundamentals to responsible use and output validation.
An objective evaluation of models and providers for your specific task — balancing accuracy, latency, cost, and data privacy requirements without vendor bias.
A detailed technical plan for connecting AI capabilities to your existing systems — covering APIs, data flows, security boundaries, and rollback strategies.
How It Works
A structured discovery session to understand your current workflows, data infrastructure, team capabilities, and where the biggest friction points live.
Based on the assessment, I identify which AI applications deliver the highest ROI for your specific context and sequence them into a phased adoption plan.
A written, actionable roadmap with clear milestones, owner assignments, success metrics, and go/no-go checkpoints — ready to present to stakeholders.
Ongoing advisory available as your team executes — answering questions, reviewing progress, and adjusting the plan as you learn what works.
Who It's For
You're building fast and don't have time to evaluate every AI option yourself. I help you choose the right stack early so you don't accumulate costly technical debt that slows you down at Series A and beyond.
You see AI's potential but lack an internal AI function. I act as your on-demand AI advisor — helping you automate the right processes, train your team, and get measurable results without hiring a full-time specialist.
You have a mandate to explore AI but need an independent perspective free of vendor pressure. I provide objective guidance on enterprise AI platforms, governance frameworks, and responsible deployment at scale.
Book a free 30-minute discovery call to explore where AI fits your business.