Services for production AI delivery

Sorsana helps organisations find the right AI workflow, prove value in a controlled pilot, and move successful systems into production with governance and measurable ROI designed in.

How we help

Engagements are designed around operational workflows, users, constraints, risk and measurable outcomes.

AI opportunity and readiness sprint

2-4 weeks

A focused engagement to identify the highest-value AI opportunities in your operations.

Outputs

  • Workflow opportunity map
  • AI readiness assessment
  • Data and integration review
  • Governance and risk scan
  • ROI sizing
  • Prioritised roadmap
  • Recommended first pilot

Best for

Leaders who know AI matters but need clarity on where to start.

Workflow redesign and production pilot

8-12 weeks

A controlled pilot focused on one high-value operational workflow.

Outputs

  • Target workflow design
  • Prototype or MVP
  • Human-in-the-loop operating model
  • Evaluation framework
  • Security and governance assumptions
  • Pilot KPIs
  • Production recommendation

Best for

Teams ready to prove value in a real workflow, not just run another sandbox demo.

Productionisation and integration

12-20 weeks

Take proven AI workflows into production with the architecture, controls and adoption plan required for real operational use.

Outputs

  • Production architecture
  • System integration
  • Evaluation and monitoring setup
  • Role-based access controls
  • Audit and logging design
  • Runbooks
  • User training and adoption support
  • Go-live plan

Best for

Organisations moving from a successful pilot to operational deployment.

AI governance and evaluation layer

Practical governance and evaluation support for teams deploying generative AI, LLMs and agentic workflows.

Outputs

  • Evaluation framework
  • Guardrail design
  • Prompt and retrieval testing
  • Risk and control documentation
  • Human oversight model
  • Vendor and model assessment
  • Audit-ready operating pack

Best for

Organisations that need confidence, not just capability.

Fractional AI design authority

Senior AI leadership for organisations that need experienced guidance without hiring a permanent AI executive or principal engineer.

Outputs

  • AI roadmap ownership
  • Architecture review
  • Delivery assurance
  • Risk and governance support
  • Vendor assessment
  • Programme steering
  • Executive advisory

Best for

COOs, CIOs, CTOs, CDOs and transformation leaders who need senior AI judgement on demand.

Start with one workflow

The fastest path to production AI is usually a focused operational workflow with a clear baseline, measurable value, known users and explicit controls.