AI fix & Recovery

AI not performing as expected?

We diagnose the issues, fix what’s holding it back, and stabilise it for real-world use.

FREE AI HEALTH CHECK REPORT →

What We’ll achieve

AI FIXR – person using smartphone in office, illustrating AI recovery programme service

We help organisations take AI systems that are underperforming, unreliable, or failing to deliver value and turn them into stable, production-ready solutions. This includes diagnosing what’s going wrong across technology, workflows, and adoption, fixing the root causes, and improving how the system operates in real business conditions.

  • We identify why your AI isn’t performing, whether it’s technical issues, data problems, workflow gaps, or adoption challenges.

  • We resolve the core problems affecting accuracy, reliability, integration, and real-world usability.

  • We optimise AI outputs and system behaviour so it works consistently in live business environments, not just in testing.

  • We ensure the system is dependable, adopted by users, and able to deliver ongoing value in day-to-day operations.

Example Outcomes:

  • Rescued AI projects delivering faster response times

  • Increased accuracy of recommendations up to 99%

  • Automation freeing teams to focus on strategic, high value work

Duration / Format:
4-8 weeks | Virtual or on-site workshop tailored to your team*

*Duration may vary depending on team size, project scope, and specific requirements.

BOOK YOUR FREE AI AUDIT CALL →

Our Process

  • Geometric drawing of an outline square with sections divided by vertical, horizontal, and diagonal lines.

    Diagnose system issues

    We identify what’s causing the AI to underperform, including technical faults, data issues, workflow gaps, and adoption problems.

  • Geometric drawing of an outline square with sections divided by vertical, horizontal, and half circle lines.

    Pinpoint root causes

    We go beyond symptoms to understand why the system is failing in real-world conditions.

  • Geometric drawing of an outline square with sections divided by vertical, horizontal, and circle lines.

    Fix and stabilise performance

    We resolve core issues and improve reliability so the AI works consistently in live environments.

  • Geometric drawing of an outline square with sections divided by vertical, horizontal, and diagonal lines.

    Restore and optimise delivery

    We ensure the system is usable, adopted, and delivering measurable value in day-to-day operations.

  • "Julie hit the ground running, bringing structure, energy, and focus to a brand-new initiative. She navigates complexity with skill and grace, and made a huge impact in a short amount of time."

    Global Consumer Lifestyle & Fashion Brand

    Sarah Woodward - Head of Customer Care EMEA

  • "What set Julie apart was her focus on achieving positive customer outcomes. She understood the significant impact her work had on our mobile banking app, which serves over 20 million customers. The propositions she helped deliver played a huge role in achieving our business goals of growth of the chatbot channel and cost reduction.”

    Tier-1 British Banking Group

    Ryan Cameron - Senior Digital Product Owner

  • “Working with AI FIXR has been a game-changer. Julie Blair brings not only deep technical expertise but also the rare ability to explain complex AI concepts in a way that actually makes sense. Whether you’re just starting out or trying to rescue a project that’s gone sideways, AI FIXR delivers clear, actionable advice that cuts through the noise."

    Global Enterprise Cloud Leader

    Senior Architect

  • "Working with Julie on the Soho House project was one of the most positive and fulfilling experiences I’ve had.Her approachable, transparent communication and hands-on involvement in testing made collaboration seamless and elevated the final outcome. What stood out most was her adaptability to new AI concepts and her drive for excellence, which motivated everyone involved."

    Global Enterprise Cloud Leader

    Senior Developer