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AI AUTOMATION CONSULTING

I help small teams ship practical AI automations
— from idea to production
in
weeks.

Director of AI • 50+ workflows shipped • LLM agents, eval pipelines, and process automation for teams that move fast.

Productized Offers

Pick the engagement that fits your stage. Every option includes clear deliverables and timelines.

2 WEEKS

Automation Sprint

3–5 production-ready workflows shipped

End-to-end: intake → build → test → handoff

Full documentation & team training

Post-launch support for 1 week

1 WEEK

Agent QA & Eval Setup

Evaluation rubrics & golden test sets

Structured logging & failure-mode analysis

Guardrail implementation

Runbook for ongoing QA

MONTHLY

Advisory Retainer

AI/automation roadmap aligned to goals

Hands-on execution support

Tooling & vendor decision guidance

Weekly strategy syncs

Case Studies

PROBLEM

Manual data entry consuming 20+ hours/week across 3 teams.

WHAT I SHIPPED

Built an LLM-powered document parser + approval workflow integrated with existing CRM.

Result

Reduced processing time by 85% — saved ~$120K/year in labor costs.

PROBLEM

Customer support team drowning in repetitive L1 tickets.

WHAT I SHIPPED

Deployed a retrieval-augmented agent with escalation logic and human-in-the-loop review.

Result

Automated 60% of L1 tickets with 94% satisfaction score maintained.

PROBLEM

No visibility into LLM output quality; hallucination risk blocking production launch.

WHAT I SHIPPED

Designed eval rubrics, golden test sets, and automated regression pipeline.


Result

Achieved 97% factual accuracy benchmark — launched to production in 2 weeks.

How We Work Together

A proven, repeatable process — from first call to production launch.

STEP 1

Discovery

Understand your goals, systems, and bottlenecks.

STEP 3

QA / Guardrails

Eval pipelines, edge cases, and safety checks.

STEP 5

Iterate

Monitor, refine, and expand what works.

STEP 2

Build

Design and develop automations end-to-end.

STEP 4

Launch

Deploy to production with docs and training.

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Free Resource

Download my practical guide to evaluating and shipping AI automations, no fluff, just frameworks.

Ready to ship?

Let's talk about what you're building and whether I can help you get there faster.

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