AI Product & Technical Consulting
AI Product Strategy. Technical Leadership. Real Business Outcomes.
I help startups, SaaS companies, and enterprise teams move from AI ideas and business challenges to validated product strategies, technical requirements, and measurable delivery plans.
Advisory and technical product leadership grounded in enterprise SaaS, cloud platforms, and AI systems.
Where I create leverage
Services
From opportunity to execution.
ai strategy
AI Product Strategy & Roadmapping
Moving from AI ideas and business challenges to validated product strategies, technical requirements, and implementation roadmaps.
Explore service →fractional tpm
Fractional AI Technical Product Management
Ongoing technical product leadership for organizations that do not require a full-time senior TPM.
Explore service →solution architecture
AI Solution Architecture & Implementation Advisory
Architecting enterprise-grade AI systems with a focus on RAG, Agentic workflows, and scalable cloud integration.
Explore service →enterprise search
Enterprise Search & AI Knowledge Systems
Transforming corporate knowledge into actionable intelligence through semantic and hybrid retrieval systems.
Explore service →ai audit
AI Product Audit & Technical Assessment
Structured reviews of existing AI initiatives to identify risks, gaps, and optimization opportunities.
Explore service →How we work
A practical path from ambiguity to action.
Every engagement is structured around the business problem, the right level of technical depth, and a clear definition of success.
See the consulting process01
Discovery
02
Assessment
03
Scope & proposal
04
Strategy & planning
05
Execution oversight
06
Evaluation & handover
Selected work
Technical decisions with product consequences.
AI SaaS Platform
ClinchDesk: AI-Powered SaaS Platform
Leading the product roadmap and technical architecture for a multi-tenant AI platform focused on enterprise productivity.
Platform Modernization
Cloud Platform Modernization Initiative
Directing requirements translation and technical roadmapping for high-scale enterprise cloud and ERP integration.
Agentic AI Concept
Agentic AI Enterprise Workflow Assistant
Strategic architecture for an AI assistant automating multi-step enterprise workflows with human-in-the-loop oversight.
Start with clarity
Bring your hardest AI product question.
We can start with a discovery call, a focused opportunity workshop, or a technical assessment of an existing initiative.