IP & Accelerators
We arrive with assets, not blank slides.
Muller Global engagements move faster because they start from proprietary methods and pre-built engineering components — refined across engagements and maintained as first-class products.
Core intellectual property
Three assets anchor every engagement
Muller AI Readiness Index
A structured diagnostic scoring organisations across five dimensions — strategy, data, people, technology, and governance. Benchmarked against Nigerian enterprise peers, it converts a vague sense of 'we should do AI' into a precise, costed picture of where you stand and what must change first.
Used in every Readiness Assessment; also available as an annual re-assessment for boards tracking progress.
Ambition-to-Working-Systems
Our five-stage delivery methodology — Discover, Prove, Deploy, Adopt, Govern — with stage gates, artefact templates, and decision rights defined at each step. It is the operating spine of every Muller Global engagement and the reason our pilots become production systems rather than shelfware.
Each stage earns the next: no production spend until pilot gates are met, no pilot until the opportunity case is ranked.
AI Governance Toolkit NG
A Nigeria-specific governance pack: model risk policies, data-protection impact assessment templates, human-oversight procedures, and board reporting formats aligned with the NDPA, NITDA guidance, and sector regulation from the CBN and others.
Adapted to your sector during engagement; kept current as Nigerian regulatory guidance evolves.
Engineering accelerators
Pre-built components that compress delivery
RAG Reference Stack
A hardened retrieval-augmented generation architecture with ingestion, chunking, evaluation, citations, and access control pre-built — the foundation of every knowledge assistant we ship.
Document Intelligence Pipeline
Extraction, classification, and human-in-the-loop review components tuned for the document quality found in Nigerian operations — scans, photographs, and mixed formats included.
N-ATLaS
Our Nigerian language technology stack covering Hausa, Yoruba, Igbo, and Nigerian English — speech and text — deployable within in-country data-residency constraints.
Pilot-in-a-Box Scaffolding
Pre-scoped pilot templates with success gates, evaluation harnesses, and reporting packs that compress pilot setup from months to days.
See the accelerators against your use case.
A 45-minute working session is usually enough to show which assets apply to your problem — and how much delivery time they remove.