NEOLABS
Prove AI value before you commit
NeoLabs helps enterprise leaders prioritise AI investments, make the business case and prove value before committing to full-scale delivery.
Start with the AI Opportunity Atlas when you need to identify where AI can create the most business value.
Start with a Use Case Validation Sprint when you already have an AI opportunity in mind.
Start with a rapid Proof of Value when the use case, business case, scope, data and KPIs are ready.
Optionally embed an AI Discovery Engine to assess new AI use cases in-house with governance built-in.
AI OPPORTUNITY ATLAS
Find the AI opportunities worth pursuing
Need to identify where AI can create the greatest business value? Start here.
The AI Opportunity Atlas turns a broad set of ideas into a clear, defensible priority. It combines your business context, AI-assisted assessment and stakeholder input to compare opportunities specific to your organisation. The result is an evidence-based AI portfolio and a leadership-backed recommendation on which use cases to validate next - not a generic strategy deck.
What you receive
A broad portfolio of AI opportunities assessed against revenue growth, cost efficiency, risk reduction and strategic value.
A transparent evaluation framework to ensure only high-value initiatives receive funding.
A comprehensive risk register covering technical, ethical and operational considerations.
A prioritised roadmap spanning quick wins to longer-term opportunities.
USE CASE VALIDATION SPRINT
The Use Case Validation Sprint turns a priority use case into an evidence-based plan for a Proof of Value (POV) before committing to a prototype. It combines business and technical definition, AI testing and stakeholder review to challenge assumptions early and help leadership decide whether and how, to proceed.
What you receive
A validated business case and build-ready POV definition - including Business Requirements Document (BRD)/ Product Requirements Document (PRD), scope, data and integration requirements, key stakeholders, acceptance criteria and delivery plan.
Agreed value measures including baseline assumptions, ROI estimates where appropriate and success KPIs.
Synthetic validation to test assumptions early and expose likely technical, ethical and operational risks before build.
A clear decision to proceed, refine, defer or stop before prototype build begins.
Turn a promising AI use case into a testable plan
Already have an AI use case in mind? Start here.
PROOF OF VALUE (POV)
Prototype one validated AI use case in weeks - not months
Ready to build a working prototype tested in real workflow? Start here.
Rapid POV turns a validated use case into a focused, working prototype. We test it in a real workflow with client data, relevant users and agreed success measures. The goal is not to build a production system prematurely. It is to establish whether the solution works, fits the workflow and delivers sufficient technical, operational and business value to justify further investment and production deployment.
What you receive
A working prototype for one defined, high-priority business use case, built and tested in weeks - not months.
Evidence from real client data and workflows against pre-agreed KPIs and success criteria.
Clear visibility of technical feasibility, operational fit and adoption considerations for production.
A documented recommendation to refine, stop or proceed to production deployment.