Enterprise AI · Decisions, not demos

Real value from enterprise AI in weeks

Most enterprises are investing heavily in AI but struggling to turn it into real value. We change that. With Geminos PathWay, our proven delivery approach, we build a working alpha in days and measurable value in weeks, enterprise-grade, not vibe-coded.

Start your project here → Explore use cases

Alpha in days Proven before you commit In production in weeks

USE CASES ACROSS

Rail Energy Petrochemical Automotive Manufacturing Supply Chain

Why most enterprise AI doesn't pay off

Most enterprise AI never delivers real value. Every solution we've built has.

Beyond LLMs

The right kinds of AI, grounded in your business, not just a language model

0wk to value

From use case to real, measurable ROI, faster than any traditional build

Enterprises have invested billions in AI and seen little return. The demos impress, then trust erodes. The root cause: AI doesn't understand the business. It speeds up tasks at the margins but doesn't improve the decisions that actually move the numbers.

We start differently. We ground AI in your business, apply the right kinds of AI where they're needed and keep your people in control. Real value in weeks, not years.

Geminos PathWay

Our proven approach to turning enterprise AI into value, fast.

Most teams don't have the skills, the approach or the right architecture to turn AI into value. Geminos PathWay brings all three.

Day 1

Scope use case

We start with the use case and the success outcomes, not a product looking for a home.

In days

Working alpha

A working application built around your problem. See exactly how it would work before you commit.

You decide

Accept & deploy

Only if you accept the alpha do we move forward together: live data integration, production deployment and humans in the loop.

Ongoing

Support & grow

For as long as you license it, we support and maintain it. As your business evolves, the solution can evolve with it.

The right type of AI for each part of the problem, not one technology for everything.

Each use case draws on the kinds of AI it needs, and we make them work together.

Causal-led

Knowledge graphs Causal AI LLMs Agents Chat Deterministic Logic ML

Composed for the use case

Connect:Structured & unstructured sources unified into one knowledge graph

Reason & decide:LLMs reason over context, causal models find the true drivers and interventions

Act:Agents & deterministic code execute reliably in your systems

Control:Human-approved and fully governed, end to end

Real solutions, real ROI

From AI experiments to measurable outcomes.

Talk about your use case →

Rail · UK network

Delay attribution, from 8 days to 10 minutes.

Delays took 8 days on average to attribute, so targets were missed and cross-charging lost. We connected 15 structured and unstructured sources and ran root-cause analysis to find the true reasons behind each delay and their probabilities. Those probabilities, mapped to standard industry classifications, are now delivered in minutes.

CausalKGLLMAgents

0min

average attribution time, with higher accuracy

~~8 days~~ → 10 min

Energy · Petrochemical plant

Asset-level maintenance plans across 10 units.

The ops team needed per-asset visibility to extend run time by 10%. We delivered a maintenance plan unique to each unit with optimal runtime parameters to push beyond the 80-day average.

CausalMLKG

$0M

saved per year across the plant

+10% runtime, per asset

Automotive · Global manufacturer

Causal MRP that works alongside SAP.

~$160M/year in premium freight to avoid line stockouts, and SAP MRP couldn't handle seasonal planning. Our Causal MRP solution was designed to run in harmony with their existing SAP MRP.

CausalSAP MRPKG

$0M

less premium freight, per year

~~$160M~~ panic orders, cut

The architecture beneath

Solutions you can build on, long after we deliver.

We've been building enterprise AI for years. This is a new way of delivering it. Everything we ship sits on ArchWay, our enterprise AI architecture: the decision layer between your data and your business outcomes. It's what lets us move fast without cutting corners, and it's yours to build on.

✓Enterprise-grade by default: secure, integrated and production-ready, not a demo.
✓A growing knowledge graph: each use case enriches an Enterprise Knowledge Graph that every AI initiative in that domain can draw on.
✓Yours to extend: your own teams can build on it with new use cases, long after we deliver.

ArchWay: Enterprise AI Architecture

Your solutions & apps

Use cases

Delivered by us, built around your use cases

ArchWay composition layer

Reason & act

LLMs · Agents · Causal AI · ML/DL · Deterministic Code · Chat

Enterprise Knowledge Graph

Foundation

Your structured & unstructured data, connected: a strategic asset that compounds

Built to fit your business case

Sized to a use case your business unit can fund and sign off.

We work with global enterprises. Rather than boiling the ocean, we break the work into focused deliverables you can fund and sign off, so your teams start seeing value in weeks, not after a multi-year program.

Scoped

Use case by use case

We break the problem into focused deliverables you can fund and sign off, from a first use case to enterprise-wide rollout.

Weeks

Time to value

A working alpha in days and measurable value in weeks, long before a traditional build would finish.

Strategic

Lasting asset

Each use case builds an Enterprise Knowledge Graph your whole organization can reuse.

Share your challenges and use cases

Tell us your problem and within days we'll show you a working alpha, a real application built around it, so you can see exactly what it would do before you commit.

Start your project here → Talk to us