AI that works for
your business.
I help businesses figure out where AI creates genuine value, then build the actual implementation. Strategy and execution from the same person, no handoff, no lost context.
Philosophy
Pragmatic, not performative.
Six principles that guide every AI decision. Tap any principle to learn more.
Multi-Model Strategy
The right model for
every task.
No defaulting to one provider. Each task is evaluated and routed to the model that delivers the best outcome.
Claude
Anthropic
The primary reasoning engine. Claude excels at nuanced analysis, long-context understanding, and generating safe, well-structured outputs. Ideal for complex workflows where precision and reliability matter most.
Approach
“Claude is the backbone for tasks that demand depth over speed: business logic, content synthesis, and multi-step reasoning chains.”
Best suited for
Engagement Process
How I bring AI into
your workflow.
A deliberate, five-phase approach that ensures AI creates value from day one.
Phase 01
Identify the Bottleneck
Audit your existing workflows to find where humans spend time on repetitive, error-prone, or low-judgment tasks. No AI until the problem is understood.
What I do not do
AI for the sake
of AI? Never.
The industry is full of over-engineered AI integrations that add complexity without adding value. These patterns are actively avoided.
Adding chatbots that hallucinate answers
Building retrieval-augmented systems grounded in your data
Using AI to replace human judgment on critical decisions
Using AI to surface insights that inform human decisions
Locking into a single model provider
Abstracting the AI layer for easy model swapping
Shipping AI features without measurement
Treating every AI touchpoint as an experiment
Let's build something
that actually works.
Whether you need AI integrated into an existing product or want to build something new from scratch, it starts with the problem, not the technology.
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