Proofs of concept

Prove the value before you scale

Our POCs are fixed in scope and time. We test one real use case on your data, in your AWS account, against success criteria agreed up front.

DiscoverWeek 0Set upWeek 1BuildWeeks 2–3EvaluateWeek 4DecideGo / no-go

POC catalogue

Spec-driven agentic coding pilot

OpenSpecCoding agents4 weeks

Deliver real backlog items with AI coding agents using the OpenSpec workflow, side by side with your normal process.

You get: a measured comparison of speed and quality, and a recommended rollout plan.

Legacy modernisation assistant

Code analysisMigration4–6 weeks

Use agents to document a legacy codebase, generate tests and draft a migration path to modern AWS services.

You get: system documentation, a test baseline and a costed modernisation roadmap.

AI-assisted test automation

QASpecs to tests4 weeks

Generate and maintain automated tests directly from specs and acceptance criteria.

You get: a working test suite on a pilot application and a playbook for your QA team.

Document intelligence

Amazon BedrockAmazon Textract4 weeks

Extract, check and summarise data from contracts, invoices or forms, with people reviewing low-confidence results.

You get: a working pipeline on sample documents and an accuracy report.

Internal knowledge assistant

Bedrock Knowledge BasesRAG3–4 weeks

A secure assistant that answers staff questions from your policies, procedures and documentation, with sources shown.

You get: a pilot assistant for one team and an evaluation of answer quality.

IT operations agent

Service deskRunbooks4–6 weeks

Triage tickets, suggest fixes and run approved runbook steps, with a person approving every action.

You get: a working agent in a test environment and an automation roadmap.

What every POC includes

Agreed success criteriaDefined with you in week 0, so the result is a clear decision, not a demo.
Your environmentBuilt in your AWS account with guardrails, so nothing leaves your control.
Evaluation reportResults against the criteria, risks, and lessons learned.
Cost and roadmapEstimated run costs and a plan for production if the answer is go.

What we need from you

  • A business sponsor and a small team who know the process or codebase
  • Access to an AWS account (or we can help set up a sandbox)
  • Sample data or a codebase we can work with safely
  • Time for a weekly check-in and a final review

Ready to explore agentic AI?

Book a discovery conversation with our team and we’ll help you find the right first step.

Email: admin@masterminditconsulting.com.au

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