From discovery to production
Five ways we work with you. Start where the risk and upside fit. Most clients begin with discovery or a PoC, then roll out what works.
Discovery
Find the highest-impact areas. We map where friction lives, prioritise the top opportunities, and scope what to build first with timeline, baseline, and expected outcome. Focused and outcome-driven, not a 12-week assessment.
Proof of concept
Fast, low-risk entry. One lever, one data source, baseline agreed up front. Working solution in production in 4-6 weeks. Measured result you can take to the board or leadership team before committing to a full rollout.
Production rollout
Full deployment at scale. Multi-source data, production workflows, adoption across teams or sites. Revenue intelligence, operational dashboards, knowledge capture, workflow automation: whatever the PoC proved, built to run every day.
Ongoing support and evolution
Add levers on the same foundation. Roll the pattern to the next team, site, or portco. Model-agnostic platform upgrades as AI improves. We stay with you so OEX compounds instead of resetting every year.
Training and enablement
Your teams use it daily, not ours. Hands-on enablement so the people who need the intelligence know how to read it, act on it, and extend it. Built into rollout and ongoing support, not a bolt-on at the end.
Every engagement runs on OEX
Three capabilities. Each builds on the last. Value starts in weeks and compounds with every deployment.
Connect to ERPs, spreadsheets, email, legacy systems as they are. No cleanup project on your side.
Surface patterns, risks, and answers. Not dashboards. Intelligence that tells the right people what to do next.
Workflows that take action: alerts, drafts, checks. Human override always. Less chasing data, more deciding.
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
Deployed. 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 on your existing systems.
For Business
Not PE. Not industrial. Still need the work done. Same discovery-to-production path on the systems you already run.
Let's find the friction you can't see.
Whether you invest in companies or run one, we will show you where to start and how OEX delivers measurable results in weeks.
