AI Solutions
Enterprise AI
The foundations that make AI safe to run at organisational scale.
The context
Individual AI projects succeed or fail on foundations: data access, identity, cost control, evaluation, policy and support. Enterprise AI is the work of putting those foundations in place once, so every subsequent use case is faster to deliver and easier to govern.
Where this usually starts
- Each team builds its own AI stack, and none of them are supportable.
- Security and legal cannot approve use cases because there is no consistent control model.
- AI spend grows without anyone being able to attribute it to a business outcome.
Capabilities
What we deliver
The specific capabilities we bring to this work, scoped to what your organisation actually needs.
Reference architecture
A defined pattern for how AI applications access data, models, identity and logging across the organisation.
Data access and permissions
Retrieval that respects existing entitlements, so a user never sees content through AI that they could not open directly.
Model gateway
Central routing across providers with rate limiting, cost attribution, caching, redaction and failover.
Policy and approval framework
A practical path for teams to propose, assess and approve use cases against defined risk criteria.
Shared evaluation tooling
Common test harnesses so quality is measured the same way across teams.
Cost and usage visibility
Per-application, per-team consumption reporting to support real budget decisions.
Outcomes
What changes
- New use cases delivered on an existing foundation rather than from scratch.
- A control model security, legal and finance can sign off against.
- AI spend traceable to the applications and teams generating it.
Outcomes depend on scope, data readiness and the operating context of each engagement. We agree measurable success criteria with you before delivery begins.
Technologies
Platforms and technologies we work with
Listed as technologies EXSTRONIX works with. They are not statements of formal partnership or certification.
Ready to transform what’s next?
Tell us about the business challenge you are working on. We will bring the right mix of AI, engineering, finance and operations expertise to the conversation.