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EXSTRONIX

AI Solutions

AI Consulting

Clear answers on what to build, what to buy and what to leave alone.

The context

Not every problem needs AI, and not every AI problem needs a custom build. Our consulting work gives leadership teams a grounded view of where AI applies to their business, what it will realistically cost to run, what the risks are, and which options are worth pursuing — before significant commitment.

Where this usually starts

  • Vendor claims are difficult to assess without independent technical judgement.
  • Build-versus-buy decisions are being made without a clear cost-to-operate view.
  • Risk, compliance and data protection questions are blocking progress.

Capabilities

What we deliver

The specific capabilities we bring to this work, scoped to what your organisation actually needs.

AI readiness assessment

An honest view of data quality, integration maturity, skills and governance against your ambition.

Use case discovery and shaping

Workshops that convert broad ambition into specific, testable use cases with success criteria.

Build, buy or partner analysis

Options compared on total cost, control, time to value and long-term maintainability.

Architecture and technology advisory

Independent recommendations on models, platforms and patterns, with the trade-offs made explicit.

Proof of concept

Time-boxed technical validation against defined criteria, with a clear go or no-go recommendation.

Risk and compliance input

Practical guidance on data handling, model risk and audit expectations, developed with your own advisors.

Outcomes

What changes

  • Decisions supported by evidence rather than vendor positioning.
  • A defined scope and cost basis before committing to delivery.
  • Risk questions addressed early instead of at the approval gate.

Outcomes depend on scope, data readiness and the operating context of each engagement. We agree measurable success criteria with you before delivery begins.

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.