AI strategy for distribution & manufacturing

Most distributors are using AI to cut costs.
The ones pulling ahead are using it to grow.

We help mid-market distributors and manufacturers find, prioritize, and build the AI investments that move revenue — not just the ones that cut headcount.

Modeled from engagements across mid-market distribution.


The goal is to build value — not resentment.
AI Strategy Advisors
Revenue vs. cost-cutting
50×
ROI difference between revenue use cases and cost-cutting use cases
Quote turnaround
75%
Reduction in quote turnaround time, measured across implementations
Opportunity depth
51+
AI opportunities identified at a single $250M distributor
Experience
40+
Years combined experience implementing AI in B2B industrial companies

These are findings from work already done — not projections.

Every engagement is scoped to where you are.

Most companies move through these in order. Each one stands alone.

01

Get started

Understand where you are and what to do first.

For companies that know AI should be a priority — but haven't committed to a direction yet.

  • AI Roadmap & Strategy — opportunity assessment, ROI modeling, phased plan. Six-week engagement.
  • Executive Alignment Briefing — half-day workshop. Builds leadership consensus before committing to a path.
  • AI Policy & Governance — usage policies, oversight structure, vendor criteria, data security. Right-sized for mid-market.
02

Build capabilities

Move from knowing what to do to actually doing it — on a fixed budget, with proven tools.

For companies that have direction and want to move fast without building the wrong thing.

  • Implementation Services — fixed-scope, fixed spend. Custom AI workflows, MCP server development, data architecture, vendor selection. You know your investment level before you start.
  • Accelerators — pre-built, proven, fast to deploy: Quote Acceleration (60–75% faster turnaround), Prospecting, Product Intelligence, RFP Response.
03

Stay current

AI moves fast. We keep you from falling behind — and answer the questions that come up between projects.

For companies that have started and don't want to figure out every new development on their own.

  • Ongoing training — as AI capabilities evolve, your team stays current.
  • Market & technology intelligence — what's relevant for distribution, filtered from the general noise.
  • Ad-hoc questions and requests — direct access when something comes up.

Practitioners, not theorists. Forty years of doing this work.

We have built AI at scale in some of the largest industrial companies in the world. We bring that pattern recognition to mid-sized distributors.

Enterprise background

Price optimization and ML-driven sales intelligence at HD Supply, Cargill, and UPS — now applied to mid-market distribution.

The frameworks we use aren't adapted from general consulting literature. They were built working on the same problems at larger scale — then refined through dozens of mid-market engagements. We know what works at $250M because we've seen what it took at $25B.

Opportunity depth
51+
AI opportunities found at a single mid-market distributor — across sales, ops, and quoting
Revenue vs. cost
50×
ROI gap between revenue-generating AI and cost-cutting AI, measured across client work
Measured result
75%
Reduction in quote turnaround time, across implementations

These are findings from work already done — not projections.

We publish our thinking. The Five-Stage AI Maturity Framework structures how we assess and sequence AI investments across distribution organizations. Our ROI methodology separates efficiency returns from revenue returns — a distinction that consistently changes which opportunities clients prioritize first.

Brooks Hamilton co-hosts the Distribution Strategy Group podcast and has delivered more than 15 keynotes across the distribution industry. Published in TED Magazine, The Wholesaler, and other distribution trade journals.

One next step

The call is worth your time —
regardless of whether we work together.

Most distributors we talk to leave with 2–3 concrete ideas, whether they engage us or not.

Book a discovery call

brooks.hamilton@strategyadvisors.ai  ·  (512) 784-8049