Strategy & Prototyping

AI Readiness & Discovery

We assess your current data landscape and business processes to identify the most impactful, high-ROI AI use cases for your scale.

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Overview

What This Covers

Before you build an AI feature, you need to know what you actually have. We examine your data quality, business processes, and product context to surface the AI use cases that are genuinely high-ROI at your scale — not the ones that look impressive in a pitch deck. The output is a prioritised shortlist with honest feasibility assessments and a recommended starting point.

Included in scope

  • Data landscape audit (quality, coverage, accessibility)
  • Business process mapping for AI opportunity identification
  • Use-case prioritisation by impact and feasibility
  • AI risk and data privacy assessment
  • Recommended tech stack and model approach
  • 90-day execution roadmap

When to Engage

Situations We're Built For

"We want to add AI but don't know where to start."

We run a structured discovery to surface the two or three AI applications that will have the most impact on your business in the next six months.

"We've tried AI features that didn't work."

We diagnose why — data quality, use-case selection, or implementation — and design a better approach before you invest again.

"Investors are asking about our AI roadmap."

We give you a credible, evidence-based AI roadmap tied to your actual data and operations — not a list of things everyone else is building.

How We Work

Our Approach

1

Data audit

What data do you have? Where does it live? What's the quality? What's accessible for AI?

2

Process interviews

Where are the manual bottlenecks? Where do decisions get made that AI could support?

3

Opportunity mapping

Every identified use case scored by business impact, data readiness, and implementation complexity.

4

Risk assessment

Regulatory exposure, privacy risk, and failure mode analysis for each priority use case.

5

Roadmap

A sequenced 90-day plan: what to build first, what to prepare, what to measure.

Technologies

PythonJupyterAnthropic ClaudeOpenAIHugging FaceLangChain

Ready to get started?

Tell us what you're building and we'll respond within one business day.

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