G3NR8 - AI for Industrial Businesses

Operational Efficiency
for Industrial Businesses.

We deploy AI into distribution, manufacturing, industrial services, building products, chemicals, and energy. Connects to your systems as they are and surfaces what your teams need to act on. Working solutions in 4-6 weeks.
Hundreds of RFQs arriving daily via email. Multiple formats, multiple languages. OEX reads, extracts, validates against your ERP, and quotes automatically.
80%
Automation Rate
3-5 Days
To Minutes
Higher
Conversion From Faster Quotes
6-8 wk
To Working Pilot

Your systems hold the answers.
But nobody can find them.

These are the challenges we hear from CIOs, CTOs, CDIOs, and operations leaders across every industrial business we talk to.

Customers are leaving and nobody spots it until it is too late

Order patterns change months before a customer formally leaves. By the time the sales team notices, the revenue is gone. Your ERP has the data. Nobody has time to look.

Reporting takes days and the answers arrive too late

Someone pulls data from SAP, pastes it into Excel, formats it, emails it. By the time leadership sees it, the numbers are already a week old. Decisions get made on gut feel.

Critical knowledge lives in people's heads, not in systems

Product specs, customer quirks, pricing exceptions, supplier relationships. It is all tribal knowledge. When someone leaves, gets promoted, or just goes on holiday, that intelligence disappears.

You have 30 systems and none of them talk to each other

ERP, CRM, warehouse management, finance, quality, email. The data exists. Getting a cross-business view means stitching spreadsheets together manually. Nobody has the full picture.

RFQs and orders are processed manually, one at a time

Quotes arrive by email in PDFs, Word, Excel. Different formats from every customer. Your team manually enters each one. Speed to quote is speed to revenue, and right now it takes days.

Every acquisition adds another layer of complexity

New systems, overlapping customers, inconsistent pricing, duplicate data. Each bolt-on multiplies the intelligence gap. Integration is always "next quarter."

No data lake. No migration. No 18-month IT project. We connect to your systems as they are.

What We Deploy

Intelligence deployed in weeks.

These are not consulting frameworks. They are working production systems your teams use every day. We connect to your existing systems, build the intelligence layer, and hand it to the people who need it.

Revenue Protection

Order Book Intelligence Hub

Connects to your ERP and analyses customer ordering behaviour across every account. Flags churn risk before it becomes visible. Pushes prioritised actions to each salesperson. Drafts outreach in their language.

€45M
AT-RISK FOUND
24.5%
RISK REDUCED QOQ

Connects directly to your ERP. No data lake. No migration. Live in weeks.

Knowledge Capture

Operational Knowledge Hub

Captures institutional knowledge from documents, emails, and subject matter experts. Builds a searchable intelligence layer the whole team can access. Stops critical knowledge leaving when people do.

"What your best people know should not leave when they do."

Ingests from existing documents and systems. No cleanup required. No IT project.

Workflow Automation

RFQ and Order Processing

OEX reads incoming emails and attachments, identifies products, looks them up in your ERP, builds the quote, and sends it back. Exceptions flagged for human review with confidence scores. The sales team focuses on relationships, not processing.

80%
AUTOMATION RATE
Mins
NOT DAYS

Reads from your email and ERP. No new systems to learn. No process change on your side.

AI Governance

AI Readiness and Governance Framework

AI is moving faster than most organisations can govern. We help industrial businesses build the framework: what to deploy, where to deploy it, how to govern it, and how to measure it. Data readiness assessment, opportunity mapping, and a practical governance model your leadership team can actually use.

"Not a strategy deck. A working framework with measurable outcomes."

Light-touch engagement. No heavy consulting. Practical outputs your board can act on.

The Platform

OEX: Operational Excellence
That Compounds.

Composable, model-agnostic infrastructure. Three capabilities, each building on the last. Every deployment makes the next one more valuable.

Stage 1
Ingest

Connect to existing systems as they are. Unify fragmented data. No cleanup, no migration, no IT project on your side.

"That is our work, not yours."

Stage 2
Intelligence

Surface patterns, anomalies, and risks. Not dashboards. Answers that tell the right people what to do next.

"We give you answers, not dashboards."

Stage 3
Agentic

Workflows that take action autonomously. Drafted responses, flagged risks, automated checks. Human override always.

"Systems that do the work, not create more of it."

Any Data
SAP, ERPs, CSVs, email
Any Model
Model-agnostic, auto-upgrades
Any Scale
One project to full business
Secure
Your data stays yours

The compounding effect: Traditional AI projects reset with each engagement. OEX compounds. Intelligence from one deployment feeds the next. Who on the team gets the best outcomes? What are they doing differently? OEX identifies what works and distributes it across the business.

Who We Work With

Industrial businesses with
complex operations.

PE-backed or independent. Multi-site or single-site. If you run on ERPs, manage thousands of customer relationships, and make operational decisions every day, we can help.

Distributors and MRO Suppliers

Large order books, thousands of SKUs, recurring customer relationships. The data to spot churn and protect revenue is there. It just needs surfacing.

Manufacturers

Multiple sites, multiple ERPs, high-volume quoting. Operational intelligence is spread across systems that don't talk to each other.

Industrial Services

Field-based teams, multi-site operations, compliance requirements. Critical knowledge lives in people's heads, not in systems.

Buy-and-Build Platforms

Recently acquired or integrating multiple businesses. Overlapping customers, inconsistent systems, and an intelligence gap that grows with every bolt-on.

Chemical and Process Businesses

Global supply chains, multi-entity operations, complex customer and supplier relationships. Intelligence is fragmented across regions and systems.

Building Products and Construction

Multi-site operations, dispersed teams, project-based work where coordination and visibility across regions is the bottleneck.

Case Study

European industrial distributor. 70 salespeople. Thousands of accounts.

The sales team managed thousands of customer relationships across multiple countries. Churn risk was invisible until accounts went quiet. Revenue was leaking and nobody could see it.

We connected OEX to their existing ERP, built an Order Book Intelligence Hub, and deployed it in 6 weeks. The system tracks at-risk revenue in real time, pushes prioritised actions to each salesperson, and drafts multi-language outreach automatically.

It is now used daily by the full sales team. At-risk revenue has been reduced by 24.5% quarter-on-quarter.

Read Full Case Study →
€45M
At-risk revenue identified
6 wks
To production deployment
24.5%
Risk reduced quarter-on-quarter
70
Daily active users

"The expertise, agility and early results from G3NR8 are genuinely game-changing."

Senior Operating MD, Major PE Fund

Previously trusted by teams at
JP MORGAN RED BULL SAMSUNG PERRIGO ORACLE

Start with discovery.
Then decide.

Step 1
Discovery

Survey your teams, map opportunities, score for impact. 2-3 weeks.

Step 2
Deploy OEX

Connect to your systems. Build the intelligence layer. Working solution in 4-6 weeks.

Step 3
Compound

Every deployment makes the next one faster and more valuable. Intelligence that grows.

30 minutes. No slide decks. We will tell you honestly whether OEX can help and where we would start.