AI advisory and research · Grand Rapids, Michigan

Start with the outcome.
Work back to the technology.

Most AI projects fail before anyone writes code, because no one tied them to a result leadership is accountable for. I start with the initiative you have already committed to, set the number that proves it, and work back to the smallest set of AI and technology that moves it.

  • 12+ years in enterprise software
  • Fixed fee from $2,500
  • Written deliverable on every engagement

The gap

Most teams have tried AI. Few have it working, and fewer have rules for it.

76%

of small businesses use AI in some form. Only 14% have it built into core operations.

Source: Goldman Sachs 10,000 Small Businesses

33%

name data security and privacy as their top barrier to using AI more, up from 23% a year earlier.

Source: Bluevine 2026

40%

of small and mid-sized businesses have no full-time IT employee to set any of this up safely.

Source: IDC

Workshops

Three workshops. Fixed price, fixed outcome.

The full fee is credited toward a Sprint or Advisory engagement signed within 60 days. If the deliverable doesn't arrive, you get your money back.

WS-01 · WorkshopFixed fee

AI Opportunity Workshop

Find the AI work worth doing, rank it, and leave with one use case scoped tightly enough to build.

You get
  • Ranked map of your top 10 AI use cases, scored on value, effort and risk
  • 90-day plan with owners and sequencing
  • One use case fully scoped: ROI estimate, data needs, build-vs-buy decision
Delivery
Within 5 business days of the session
WS-02 · WorkshopFixed fee

Safe AI Adoption Workshop

Your staff are already pasting company data into AI tools. Leave with the rules, the approved tools and a guide people will read.

You get
  • AI acceptable-use policy written for your company, ready to adopt
  • Approved-tools list with a risk rating for each tool
  • Data-handling rules: what can go into which tool, and what never can
Delivery
Within 5 business days of the session
WS-03 · WorkshopFixed fee

AI Build Day

One working automation or agent, built with your team, in your environment, in one day.

You get
  • One working automation or agent running in your environment
  • Written documentation: how it works, how to change it, what it costs to run
  • Handoff recording your team can rewatch
Delivery
Working on the day; docs and recording within 2 business days
Requires
An AI Opportunity Workshop, or a passed 30-minute scoping call

How it works

From checkout to deliverable in about two weeks.

  1. 01

    Pick a workshop

    Each one has a fixed price and a written deliverable. If you are unsure, book a free 30-minute fit call.

  2. 02

    Pay online

    Card or ACH through Stripe. Need an invoice instead? Ask and I will send one on Net-15 terms.

  3. 03

    Get your invites

    Calendar invites with Google Meet links arrive within one business day, along with the pre-work.

  4. 04

    Do the session

    Three focused hours, or six for a Build Day. Working, not presenting.

  5. 05

    Receive the deliverable

    Written and in your hands within five business days. If it is not, you get a full refund.

Proof

I run what I recommend.

12+ years at ServiceNow, including 6+ advising strategic technology partners on integrations and the ServiceNow Store, plus systems I build and operate every day.

Featured · Data platformctindex.io ↗

CertIndex logoCertIndex

A real-time index of Certificate Transparency logs, served through a REST API and an MCP server that AI agents can query directly. Ingests, deduplicates and indexes public TLS certificates continuously.

Shows
Production data pipelines, API design, AI-agent tooling (MCP), security domain depth
Relevant to
Build Day, Technical Due Diligence
CertIndex infographic: Certificate Transparency logs are ingested, indexed and served through a REST API, live event stream and MCP server

ChangeRiskIntel logoChangeRiskIntel

IT change-risk and security-operations research, published and maintained by scheduled AI agent loops.

Control Plane Labs logoControl Plane Labs

DevOps and security tools and reference pages, researched, published and kept current by the same kind of loop.

Read the case studies →

The guarantee

If I don't deliver the written deliverable described on the spec sheet, you get a full refund. No forms, no argument.

Refund policy →

Not sure which workshop fits?

Book a free 30-minute fit call. Answer three questions first so the call is useful, then pick a time on my calendar.