ChukAI

AI-native services · Industrial distribution

AI-native services for industrial distribution

ChukAI combines proprietary AI, deep distribution expertise, and hands-on implementation to improve EBITDA for mid-market distributor platforms.

See customer results Talk to ChukAI

Proof

$1M+
Realized profit accretion
In the first six months of the engagement
+2 pp
Full-year margin mandate, cleared by June
Six months ahead of plan
−10 pp
Override rate
Pricing discipline that holds

Delivered across six operating brands and the systems AFS already ran – without replacing one of them.

The six AFS operating brands: ACD, Adcon Engineering, C&E Advanced Technologies, Empire, Neff Power and PCC

AFS realized $1M+ in incremental profit in six months

A six-brand industrial automation platform had a mandate to improve margin by two points, complex ERP data, and no reliable way to see where margin was leaking. ChukAI built the intelligence layer, corrected the pricing hierarchy, and works alongside their teams to keep the guidance current as the business moves.

Read the customer story
2026 monthly margin trajectory
Percentage-point improvement vs. the 2025 baseline
Improvement vs. baseline +2.0 pp full-year target 2025 baseline

June cleared the full-year +2 pp target, exiting H1 on an accelerating trajectory rather than a plateau.

ChukAI understood the complexity of our business in a way most vendors don’t. They bring a unique combination of industrial segment expertise, pricing analytics, and AI capabilities. They worked alongside our team to ensure their recommendations were relevant to our operations. Their work surfaced insights that led to measurable margin improvements.
Mona Sabet SVP – Strategy & Project Office, AFS

Why ChukAI

Neither a software vendor nor a consulting firm

Software hands you a tool and leaves the implementation to you. Consulting hands you an analysis and leaves. ChukAI owns the path from data to intelligence to implementation to outcome.

01 Deep distribution expertise

We understand distributor pricing, ERP environments, sales behavior, acquisitions, and operational complexity – because we have worked inside them.

02 AI-native delivery

AI performs the analytical heavy lifting. Domain experts review, refine, and implement the recommendations it produces.

03 We own implementation

We do not deliver a deck or hand over software to configure. We work alongside your operating teams through implementation, then stay on to monitor adoption and keep the guidance current.

04 Outcome accountability

Our commercial model is aligned to measurable P&L improvement. Customers hire us to deliver outcomes, not software usage.

05 Speed

AI moves us from raw operating data to actionable recommendations in a fraction of a traditional consulting cycle.

How the model works

An intelligence loop, not a project

Every cycle makes the next one sharper. That is the difference between a system that compounds and a deck that ages.

  1. 01 Build the intelligence layer
  2. 02 Apply AI to the business
  3. 03 Implement through existing systems
  4. 04 Compound through feedback
See what the intelligence layer does

Who we serve

Mid-market, PE-backed industrial distributors and strategic platforms

Thousands of customers. Tens of thousands of SKUs. Every transaction, every month. If your margin story is buried in that volume, it is the kind of problem we are built for.

You will recognize yourself if you have

  • Multi-entity or multi-branch operations
  • Complex ERP environments and spreadsheet workarounds
  • Recent or ongoing add-on integration
  • An active value-creation agenda ahead of exit
  • Significant tribal knowledge across sales and operations
  • Limited internal resource to deploy AI effectively

Priority sectors

Automation · Engineered Products · Plumbing, HVAC & Electrical · Fluid Power, Conveyance, Hose & Accessories

See whether we are a fit

What we are hired to move

Three lines on the P&L

Improve gross profit

Pricing intelligence · customer stratification · SKU and channel-specific pricing · override governance · cost and inventory intelligence · rebate and SPA optimization

Improve net profit

Labor productivity · SG&A opportunity · internal process automation

Accelerate growth

Market sizing · share analysis · territory design · sales coverage · share of wallet · new customer identification

Every distributor has margin it cannot see

Tell us what your platform looks like and we will tell you where we would start.

Talk to ChukAI Read the AFS story