95% of AI pilots fail to deliver measurable business impact.
Source: MIT NANDA Initiative, 2025
What Most Companies Get
- ✕ Strategy decks that never leave the boardroom
- ✕ Pilots that "show promise" but never ship
- ✕ Armies of junior consultants at premium rates
- ✕ 6-12 month timelines before any value
What G3NR8 Delivers
- ✓ Working solutions in production in 4-6 weeks
- ✓ Measurable results from day one
- ✓ Small, senior teams who have done this before
- ✓ A platform that compounds, not a one-off project
OEX: Operational Excellence That Compounds
Three stages. Each builds on the last. Value starts immediately and compounds with every deployment.
Ingest
"We take disparate, fragmented data and unify it into a single source of truth. That is our work, not yours."
We connect to your systems as they are. 30 ERPs, spreadsheets, emails, legacy databases. No data cleanup. No migration. No IT project on your side. We built the engineering to handle messy, real-world data because that is what every industrial business actually has. Your teams change nothing.
Intelligence
"We don't give you dashboards. We give you answers."
Connected data is just the foundation. We surface patterns, anomalies, and risks across the full business. Cross-entity, cross-function, in real time. Operational intelligence that tells your people what is happening, why it matters, and what to do about it. Decisions that used to take weeks of manual analysis happen in hours.
Agentic
"We build systems that do the work, not systems that create more of it."
Once the intelligence is proven, agentic workflows take action autonomously. Drafted responses, flagged risks, automated compliance checks, generated reports. All within defined guardrails, all with human override. The system earns trust incrementally, then removes the repetitive tasks that consume your teams. Your people stop chasing data and start making decisions.
Working Solutions, Not Pilots
Discovery
AI voice interviews across your organisation, any country, any language. We map where the friction lives, identify the highest-impact opportunities, and scope the top 2-3 with timeline and budget. No 12-week assessment. Rapid, focused, outcome-driven.
Learn MoreDeploy
Connect to your data. Build the intelligence layer. Deploy into production. Not a demo, not a proof of concept. A working system your teams use every day. Small, senior team. No handoff to juniors.
Learn MoreExpand
Expand across the business. Add new use cases. OEX compounds with every deployment. Intelligence from one project feeds the next. Start with one problem, end with operational excellence across the board.
Learn MoreDeployed. Working. Generating Value.
Order Book Intelligence Hub
PE-backed European industrial distributor. Surfaced customer churn risk invisible to the sales team.
Content Intelligence Platform
PE-backed global technology firm. Mapped 102 AI opportunities, built a working knowledge base and content platform.
Automated RFQ Processing
How OEX automates quote and order processing for industrial manufacturers. From days to minutes.
Who We Work With
Private Equity Firms
Operational alpha across your portfolio. Deploy OEX during due diligence or post-close. Speed-to-EBITDA in weeks, not quarters.
Industrial Businesses
Manufacturing, distribution, logistics, construction, energy. Strip out friction and protect revenue with AI that works on your existing systems.
Let's find the friction you can't see.
30 minutes. No slide decks. We'll show you where OEX can remove friction, protect revenue, and deliver measurable results in weeks.
