Workflow audit
Where time, accuracy, and decision quality are leaking. Quantified.
AI strategy and implementation from an operator who actually builds the systems — not a workshop facilitator with a slide deck. Serving owners and leadership teams across Ohio.
Across Ohio owners and leadership teams are being pitched AI from every direction. Most of it ends in a sandbox demo and a status update. I help you skip the theater: identify the use cases that actually move the business, prototype them against your real data, and ship them into production.
The work spans opportunity mapping, prototype, production build, integration, and the governance layer (evals, monitoring, cost guardrails, ownership). I build with the best model for the job — OpenAI, Anthropic Claude, Google Gemini, open-source — depending on accuracy, cost, and privacy requirements.
Engagements cover sales call analysis, customer support augmentation, lead research and scoring, internal knowledge search, document extraction, voice agents, marketing content systems, and the operational AI work that quietly compounds over months.
Operator background, not a deck-only consultant. Every credibility marker below is something I've actually built or run — not theory.
Where time, accuracy, and decision quality are leaking. Quantified.
Score every candidate. Build the few with the best leverage and time to value.
Smallest version that proves the use case against real data.
Hardened version with evals, cost tracking, error handling, integrations.
Train the team, document the system, install ownership.
Monthly review of usage, cost, and impact. Cut what doesn't work; expand what does.
Anonymized examples of engagements that fit this scope. Names and identifying details withheld.
AI system ingesting every sales call, scoring discovery, surfacing objection patterns, and sending reps weekly coaching briefs. Win rate climbed; new-rep onboarding shortened.
RAG-based support assistant on internal docs and ticket history. Deflected a meaningful share of L1 tickets and shortened L2 resolution time. Cost tracked per ticket.
Lead scoring + research agent enriching every inbound lead, drafting a personalized first reply, and routing warm leads to sales. Sales saved hours per day; conversion improved.
AI-powered workflows replacing repetitive work.
AI strategy in the context of the whole business.
Where most AI integrations end up living.
AI-powered alerts and natural-language metric summaries.
Custom apps where AI features live.
Workflow design that determines AI use case selection.
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