AI Solutions
AI that reaches production, not just a demo
We work across the full AI lifecycle — finding where AI genuinely changes the economics of a process, proving it against real constraints, building the production system, and operating it once it is live.
Capabilities
Where we work
Nine service areas spanning the distance between an AI ambition and a governed system running in your business.
Foundations
The capabilities underneath
The technical foundations that make AI systems accurate, permission-aware, governable and supportable.
RAG & Enterprise Knowledge
Permission-aware retrieval across documents, wikis, tickets and databases so answers cite approved internal sources.
Machine Learning
Forecasting, scoring, segmentation and anomaly detection where a trained model fits the problem better than a language model.
Intelligent Document Processing
Extraction and validation across invoices, contracts, statements and forms without per-template rules.
AI Analytics
Natural-language access to governed data, with metric definitions and lineage preserved.
AI Governance
Use case registers, risk classification, approval workflow, policy alignment and audit evidence.
AI Observability
Tracing, evaluation, drift detection, cost attribution and alerting across every AI system in production.
Customer journey
Discover to optimise
A sequence designed so that each stage produces evidence for the next, rather than committing to scale before anything is proven.
Discover
Identify where AI changes cost, speed or quality — and where it does not.
Strategize
Prioritise use cases on value, data readiness, risk and effort.
Prototype
Validate the hardest assumption quickly against defined success criteria.
Build
Engineer the production system with integration, security and testing.
Deploy
Release into real workflows with monitoring and a supported rollback path.
Scale
Extend to adjacent processes and teams on shared foundations.
Optimize
Tune accuracy, latency and cost against measured performance.
Engagement models
How we can work together
You can engage us at any point in the journey — for a single decision, a defined build, or ongoing operation of AI systems in production.
- 01
AI Strategy & Advisory
Assessment, opportunity mapping and roadmap for leadership decisions.
- 02
Proof of Concept
Time-boxed validation of a defined use case with go or no-go criteria.
- 03
Build & Implement
Full delivery of production AI applications, agents and platforms.
- 04
Integration & Enablement
Connecting AI capability to core systems and transferring ownership to your teams.
- 05
Managed AI Services
Ongoing operation, monitoring, evaluation and optimisation of AI in production.
Technology ecosystem
Models, platforms and tooling we work with
EXSTRONIX is technology-agnostic. These are platforms and technologies we work with — not statements of formal partnership or certification.
Where could AI change the economics of your business?
Bring us a process, a cost line or a bottleneck. We will give you an honest view of whether AI is the right answer — and what it would take to get there.