I have spent the better part of the last few years sitting with PHCP distribution teams across the country. Counter reps, inside sales, branch managers, executives. And no matter the size of the operation or the region, the same conversation keeps coming up: there is too much work, not enough people, and the tools have not kept up.
What has changed is that we finally have the tools to do something about it. AI is making PHCP distribution teams faster and more competitive in ways that would have sounded unrealistic just a couple of years ago. But there is a gap in how most of the industry is thinking about AI right now, and I think it is worth being honest about it.
Most AI in distribution only solves half the problem
There is a lot of excitement around AI quoting and automation, and rightfully so. Processing RFQs faster, pulling line items automatically, syncing to the ERP. All of that saves time. But here is what gets overlooked: almost every AI tool in distribution today is limited to what is already inside your system.
A contractor sends a spec calling for a brand you do not carry. A bid comes in referencing unfamiliar part numbers. A customer asks for a substitute and your rep has to go hunt for it manually. In those moments, your rep is back to googling, calling suppliers, flipping through paper catalogs, and telling the customer “let me get back to you.” In PHCP, that happens constantly. Contractors do not spec exclusively from your product lines. They spec what the job calls for.
The ability to match, substitute, and cross-reference products from brands outside your ERP is what separates AI that handles the easy work from AI that handles the real work your team faces every day.
Why cross-referencing changes everything
When your platform can cross-reference across brands, including ones not in your system, the entire sales motion opens up.
A 200-line RFQ full of mixed brands and unfamiliar part numbers stops being a headache. It becomes a quote. Plan and spec work on commercial jobs, where specs almost always reference products outside your catalog, goes from something your project teams skip or deprioritize to a real growth channel. The bids that used to get a “we don’t have the bandwidth for that” start going out the same day.
At Distro, this is the core of what we built. The distributors we work with are processing 100+ line item RFQs in 60 seconds, matching at 95%+ accuracy, and cutting time to quote by 90% or more. Those numbers hold even when the RFQ is full of products from brands they do not stock.
Plan and spec becomes a revenue driver
Most project teams either skip plan and spec work entirely or treat it as a low-priority time sink. Blueprints, specs, and schedules are full of mixed brands and specialized callouts that require deep product knowledge and hours of manual research. So, the work gets passed on, and the revenue goes with it.
When AI can read those documents, extract structured material lists, find the right matches regardless of brand, and build a quote in minutes, plan and spec stops being a burden. It becomes the highest margin work your team can take on. Every branch gets access to complex commercial jobs that previously required a dedicated specialist or simply went unanswered.
Your team gets sharper, not just faster
Speed matters, but knowledge matters more. One of the biggest challenges in PHCP distribution is that so much product expertise lives in the heads of a few veteran reps. When a customer asks about substitutions, compatibility, or specs for an unfamiliar product, the answer usually depends on who happens to be working that day.
When AI surfaces product information, substitutions, specifications, and buying patterns automatically, that expertise becomes available to everyone on the team. A rep with three weeks on the job can answer the same questions as someone with 30 years of experience. One of the things I am proudest of at Distro is watching that happen in real time. Senior reps get their time back. New hires ramp in weeks instead of months. And upselling happens naturally because the system surfaces what goes with what, what is in stock, and what each customer actually buys, right inside the quote.
The complete platform is the point
Quoting speed and plan and spec automation are usually the first places PHCP distributors feel the impact of AI. But the real value compounds when everything connects on one platform: cross-referencing, quoting, product intelligence, pricing, availability, and order processing.
Reps move faster. Complex jobs get quoted instead of passed on. Margins hold because pricing guardrails are built into the workflow. New hires contribute from day one. The teams we work with at Distro go live in weeks, adopt it immediately, and see 10x+ ROI that only grows as the platform learns their products, their customers, and their business. And with white-glove service from industry veterans, we stay embedded in their success well beyond go-live.
The real question for PHCP distributors
The contractors your team works with every day do not care what is in your catalog. They care about getting the right product, at the right price, fast. The PHCP distributors who can deliver on that, regardless of what brand shows up on the spec, are the ones who will win the most business over the next five years.
The teams that lean into this first are the ones pulling ahead.
JASON SULLIVAN is the Founder and CEO of Distro, the AI Revenue Platform for distributor sales teams and manufacturers’ reps. Distro automates quoting, from one-offs to complex takeoffs, empowering sales teams to sell faster and more profitably while driving fast adoption with measurable impact. The company partners with leading distributors to help them thrive in the AI era.
