Governance
Free tool
Free Assessment
AI Governance Assessment
Evaluate your organisation's AI governance posture across eight dimensions — accountability, risk management, policy, data governance, transparency, oversight, monitoring, and training. Built on the Muuvment AI Governance Toolkit framework.
Take the assessment
Case Study
Financial Services
Automating KYP and AI-Powered Fund Selection for 300 Financial Advisors
Monarch wanted to be at the forefront of AI in wealth management. We evaluated every option on the market, then built a purpose-fit solution that met their exact needs at a fraction of the cost.
Read case study
Case Study
In Production
Muuvment IQ: AI Sustainability Assistant with 400+ Regulatory Frameworks
RAG-powered assistant for sustainability professionals. Generates disclosure-ready reports mapped to GRI, CSRD/ESRS, ISSB, SASB, and CDP. Benchmarks performance against industry peers with vetted sources.
muuvment.com/iq
Case Study
In Production
LENS: Clinically Validated Resilience Training with King's College London
Cognitive retraining developed with King's College London and MQ Mental Health Research. 75%+ participants report measurable improvement. 82% completion rate vs. 45% industry average.
muuvment.com/lens
Case Study
In Production
Muuvment Purpose: Employee Engagement Platform for Corporate Sustainability
Companies launch curated CSR campaigns, track participation across teams, and measure real environmental impact. Verified data, measurable outcomes.
muuvment.com/purpose
Case Study
In Production
AI Readiness Assessment: Multi-Agent Scoring Across 6 Dimensions
Perplexity Sonar researches a company's public footprint. Claude scores AI readiness across Data, Governance, Strategy, People, Execution, and Regulatory. Produces a personalised 90-day roadmap.
Read the case study
Case Study
Pilot
Vertikt: Nine Models, One Verdict. Multi-Model AI Orchestration
Routes queries across nine leading AI models, scores each response on accuracy, completeness, and reasoning, then synthesises a single reliable output with consensus scoring.
vertikt.com
Case Study
Pilot
Muuvment Academy: AI-Powered Sustainability Training Platform
Builds role-specific sustainability curricula for organisations, adapts learning paths based on competency gaps, tracks workforce capability across teams.
academy.muuvment.com
Implementation
8 min read
Why 87% of AI Projects Never Reach Production
The gap between AI ambition and AI reality isn't a technology problem. It's an implementation problem. We break down what actually goes wrong and how to fix it.
Read article
Governance
6 min read
AI Governance Isn't a Brake. It's a Seatbelt
Companies treat governance as the thing that slows AI down. The reality is the opposite: proper governance is what lets you move fast without breaking things.
Read article
Case Studies
10 min read
What a Real AI Implementation Looks Like, Week by Week
No hand-waving. No "it depends." A concrete, week-by-week account of what actually happens when we take a company from idea to production AI.
Read article
Strategy
5 min read
Five Questions to Ask Before Starting an AI Project
Before you write a single line of code or sign a single vendor contract, these five questions will determine whether your AI project succeeds or joins the 87%.
Read article
Governance
22 min read
Our Position on Responsible AI: The Risks, the Promise, and Why Governance Matters
From autonomous weapons to companion app manipulation, from environmental impact to the erosion of human skills, this is our comprehensive statement on why responsible AI governance isn't optional.
Read article
AI Security
32 min read
Building the Most Secure Environment for AI
A comprehensive guide to deployment architectures for regulated industries, with architecture diagrams, cost analysis, and actionable recommendations.
Read article
Technical Research
30 min read
Small Language Models vs Large Language Models: A Technical and Strategic Guide
Model selection, not model size, is now the critical competitive lever. A deep dive into cost, performance, and hybrid architectures for 2026.
Read article
