Process audit
Find the manual work eating the most calendar time. Quantify hours, errors, and downstream cost.
Automation that uses AI where AI helps and stops where it doesn't. I map your highest-cost manual processes, build automations that handle them reliably, and document them so they don't quietly break.
Most automation projects fail one of two ways: they try to automate everything (and break under their own complexity), or they bolt AI onto every step (and become unreliable). I build automations that use AI exactly where AI is the right tool — classification, summarization, extraction, drafting, decisioning — and use deterministic logic everywhere else.
The work spans sales (lead enrichment, routing, follow-up drafting), operations (intake, approvals, document handling), finance (reconciliation, expense classification, AR follow-up), support (ticket triage, response drafting, escalation), and internal ops (reporting, alerting, summarization).
Everything ships with monitoring, error handling, and a human-in-the-loop where the cost of a wrong answer is high. No black boxes. No fragile no-code stacks that nobody understands six months later.
Operator background, not a deck-only consultant. Every credibility marker below is something I've actually built or run — not theory.
Find the manual work eating the most calendar time. Quantify hours, errors, and downstream cost.
Map the target end-to-end flow. Where AI helps, where deterministic logic is safer, where humans stay in the loop.
Production automations across your stack — CRM, email, finance tools, support, internal databases.
Run against historical data, measure accuracy, tune until thresholds are met.
Roll out with monitoring, alerting, and a clear owner.
Monthly review of usage, error rates, and savings. Expand what works, kill what doesn't.
Anonymized examples of engagements that fit this scope. Names and identifying details withheld.
Inbound leads were going to a shared inbox and dropping. Built an automation that classified intent, enriched contact data, drafted a personalized reply, and scheduled qualified leads directly. Speed-to-response went from hours to minutes.
Sales team was losing deals to slow follow-up. Built AI-drafted follow-ups triggered by CRM events, queued for rep review, and sent on approval. Throughput per rep increased without sacrificing quality.
Company received hundreds of supplier documents per week. Built an extraction + classification pipeline that pulled key fields, validated against rules, and routed exceptions. Eliminated days of manual entry per week.
Operator-built websites engineered to convert, rank, and scale. Modern stack, AI-ready, owned by your team — not locked in a template.
AI strategy and implementation for businesses that want results, not slideware. Identify the right use cases, build, deploy, and own the outcome.
Operator-led business consulting: strategy, sales, marketing, operations, and systems. Outside perspective from someone who has actually built and run companies.
Operator-led business strategy: focus, sequencing, market bets, and the operating rhythm to execute. Built for owners, not for hand-offs to interns.
Sales consulting that builds real motions, real pipelines, and real accountability — not just a training day and a deck.
Sales training that's grounded in your motion, your pipeline, and your buyers — not a generic course. Discovery, demo, pricing, close, objection handling.
Request a consultation, call, text, or book a paid strategy session to dig in.
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