Data Health Audit
A focused diagnostic (typically 48 hours of intensive analysis) that maps pipelines, quality gaps, and blockers to reliable AI. You leave with priorities, risk scores, and a realistic sequence of work.
Request an audit →
GJEF Specials helps mid-market and operations-heavy organisations adopt AI with clean data, clear governance, and outcomes you can defend to the board — not another slide deck that gathers dust.
Pick the entry point that matches where you are — foundations, rescue, product path, or leadership clarity.
A focused diagnostic (typically 48 hours of intensive analysis) that maps pipelines, quality gaps, and blockers to reliable AI. You leave with priorities, risk scores, and a realistic sequence of work.
Request an audit →Your agent demo worked; production didn’t. We fix data paths, tool constraints, observability, and board-ready controls so a single workflow can run safely with real customers.
Learn about rescue →Productised intelligence: governed pipelines, anomaly detection, predictive signals, and policy-constrained agents — built for industries where reliability is non-negotiable.
Explore NexusAI™ →One-on-one or small-group coaching for executives who need a clear, jargon-free view of generative and agentic AI — risk, value, and what to demand from vendors and teams.
Book a session →Operational and financial views that show why something changed, with anomaly flags and recommendations on engineered data — not another static BI report.
See project patterns →Architecture and integration patterns so your ERP, CRM, finance tools, and custom systems feed consistent, validated data into models and agents.
Talk architecture →Goals, systems, pain points, and decision owners
Data quality, pilot status, risk, and quick wins
Pipelines, models, agents, or coaching — scoped tightly
Documentation, controls, and a path your team owns
We refuse to scale agents on broken foundations. Clean, governed data is the product of engineering discipline — and the only reliable path to production AI.
We work where big consultancies oversell and pure product vendors under-support: complex ops, limited specialist headcount, real compliance pressure.
Boards and regulators need to understand why a system acted. Confidence scores, lineage, and policy constraints are first-class — not bolted on later.
We design so your team can run and extend systems. The goal is capability inside your organisation, not permanent external lock-in.
Whether you need a fast diagnostic, a stuck pilot unblocked, or a structured path to NexusAI™, start with a conversation.
No obligation pitch theatre — a practical discussion about your data, your pilots, and what production actually requires.