Digital Mischief Group is an AI systems lab that builds Revenue Cortexes — governed AI infrastructure that turns dormant data into autonomous workflows and real revenue.
Most teams have AI "experiments": POCs, scripts, prototypes.
No unified intelligence layer
No agents they trust in production
No observability and governance
DMG exists to close that gap.
We don't sell isolated features. We install a system.
Unified, permissions-aware data intelligence layer.
Role-specific copilots and command centers.
Agents that act on signals, not just display them.
Enablement and governance so it all sticks.
Together, this becomes your Revenue Cortex.
8–12× faster access
to institutional knowledge
Agents handle ops 24/7
repetitive work eliminated
Clear metrics & audit trails
for everything AI does
3× faster onboarding
for new hires
Leadership trusts
the system actually works
20–40% reduction
in repetitive operational work
System Architecture Audit to map your current state
Cortex architecture, workflows, guardrails
Implement Cortex, Interface(s), and Autopilot v1
Deploy to real users, monitor everything
Cortex Ops retainer for improvements
From scattered POCs to a single Cortex powering sales & CS. 8× faster access to institutional knowledge.
Read Case Study →The patterns we see when AI "isn't working" inside enterprises. POC Hell, Script Sprawl, and how to escape.
Explore Report →Digital Mischief Group is an AI systems engineering collective led by Liam Ellis.
RAG Architectures
& data intelligence
Multi-Agent Systems
& workflow automation
Observability & UX
for AI systems
We're an ideas lab with matches — curious enough to find new patterns, disciplined enough to ship reliable infrastructure.
Start with a System Architecture Audit and we'll map your Cortex.
BOOK A SYSTEM ARCHITECTURE AUDITLiam Ellis — Founding Partner, Digital Mischief Group
liam@digitalmischief.group