TechLevity

Free Assessment

AI SDLC Maturity Scorecard

Assess your team's AI integration maturity. 12 questions, 3 sections, instant results.

AI SDLC Maturity Scorecard

Assess your team's AI integration across 3 sections and 12 dimensions.

Takes 8–12 minutes. No sign-up required for results.

🔧
Tool Adoption
4 questions
📋
Process & Governance
4 questions
🏗️
Architecture & Scale
4 questions

What This Scorecard Measures

The AI SDLC Maturity Scorecard is a free interactive tool that assesses a team's AI integration across four stages (Task, Team, Lifecycle, Org) and twelve dimensions, producing a personalised maturity report with a 90-day roadmap.

TechLevity's AI Engineering Resources hub provides free interactive tools, templates, and guides for UK scale-ups implementing AI-native software development practices. This scorecard is designed specifically for engineering teams at UK companies with 20–200 employees.

The 4 Stages of AI-Native Development

Stage 1: Individual Tool Use

Developers use AI tools ad-hoc. No shared standards, governance, or measurement.

Stage 2: Team Integration

Standardised tooling across the team. Shared prompt libraries, basic code review practices.

Stage 3: AI-Native Engineering

AI is integrated across the full SDLC. Spec-driven development, evaluation harnesses, automated pipelines.

Stage 4: AI-First Organisation

AI is deeply embedded in engineering culture. Self-service AI platforms, continuous optimisation.

Frequently Asked Questions

What is the AI SDLC Maturity Scorecard?

A free interactive assessment that measures how deeply your team has integrated AI across its software development lifecycle. It evaluates your team against the four-stage AI SDLC maturity model across twelve dimensions.

How long does the assessment take?

8–12 minutes. Results are generated immediately.

Do I need to sign up?

No. The scorecard is free and requires no sign-up. You can optionally provide your email to receive a detailed report.

What happens after I get my score?

Your report includes your current maturity stage, strongest and weakest dimensions, and a prioritised 90-day roadmap to progress to the next stage.

How is this different from an AI readiness assessment?

An AI readiness assessment asks whether your organisation is ready to start using AI. This scorecard assumes you are already using AI tools and measures how effectively and deeply AI is integrated across your full SDLC.