Case Studies

What we build.

Production AI systems for companies where the stakes are too high for experiments. No prototypes that stall. No pilots that never ship. Real systems, in production, serving real users.

Our Products

A selection of the AI products we've built.

IN PRODUCTION

Muuvment IQ

AI sustainability assistant. RAG over 400+ regulatory frameworks. Generates disclosure-ready reports mapped to GRI, CSRD/ESRS, ISSB, SASB, and CDP. Benchmarks performance against industry peers with vetted, quality-ranked sources.

RAG ESG Compliance Document Analysis
muuvment.com/iq
IN PRODUCTION

Muuvment Purpose

Employee engagement platform for corporate sustainability. Companies launch curated CSR campaigns, track participation across teams, and measure real environmental impact with verified data.

Employee Engagement CSR Impact Tracking
muuvment.com/purpose
IN PRODUCTION

LENS Resilience Training

Clinically validated cognitive retraining developed with King's College London and MQ Mental Health Research. Over 75% of participants report measurable improvement in mental health outcomes. 82% completion rate vs. 45% industry average.

Cognitive Retraining Clinical Validation King's College London
muuvment.com/lens
IN PRODUCTION

AI Readiness Assessment

Multi-agent system. Perplexity Sonar researches a company's public footprint, scores AI readiness across 6 weighted dimensions (Data, Governance, Strategy, People, Execution, Regulatory), produces a personalised 90-day implementation roadmap.

Multi-Agent RAG Perplexity Sonar
Take the assessment
PILOT

Muuvment Academy

AI-powered training platform. Builds role-specific sustainability curricula for organisations, adapts learning paths based on competency gaps, tracks workforce capability across teams.

AI Training Curriculum Design Sustainability
academy.muuvment.com
PILOT

Vertikt

Nine models. One verdict. Routes queries across leading AI models, scores each response on accuracy, completeness, and reasoning, then synthesises a single reliable output with consensus scoring.

Multi-Model AI Orchestration Consensus
vertikt.com

Have a use case in mind?

We take on a limited number of projects each quarter. If your organisation is serious about deploying AI that actually works, let's talk.