DMGDIGITAL MISCHIEF GROUP
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AI SYSTEMS ARCHITECTURE

Your Data Is Cold.
We Bring the Matches.

We build AI systems that turn scattered enterprise data into revenue-generating intelligence. Most AI projects fail at integration. We specialize in making them work.

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THE PROBLEM

The AI Chasm

Every enterprise has the same story: terabytes of valuable data locked in silos, promising AI pilots that never scale, and a growing gap between what leadership expects and what IT can deliver.

The problem isn't your data. It's not your team. It's the architecture—or lack of it.

87%
of AI projects never make it to production
$2.3M
average wasted on failed AI initiatives per enterprise
18 months
typical time-to-value for enterprise AI (we do it in 90 days)
THE SOLUTION

The Revenue Cortex

A unified AI architecture that connects your data, automates your workflows, and surfaces intelligence exactly where decisions happen.

Cortex

RAG-powered knowledge base that actually understands your business context

Interface

Natural language layer for non-technical users to query complex systems

Autopilot

Multi-agent workflows that handle repetitive decisions autonomously

Relay

Real-time observability so you always know what the AI is doing and why

OUTCOMES

What Changes

40%
Faster Decision Cycles
When data finds people instead of people finding data
3x
Pipeline Velocity
AI-qualified leads that actually match your ICP
90
Days to Production
Not 18 months. Not "someday." Ninety days.
THE PROCESS

DMG Ignition Protocol

01
System Audit
We map your data landscape, identify integration points, and surface quick wins
02
Architecture Design
Custom Revenue Cortex blueprint tailored to your stack and workflows
03
Rapid Prototype
Working proof-of-concept in 2 weeks, not 2 quarters
04
Production Deploy
Full system rollout with observability baked in from day one
05
Continuous Evolution
Ongoing optimization as your business and AI capabilities grow
LAB REPORTS

Case Studies

FINTECH / SERIES B

From 6-Hour Reports to Real-Time Intelligence

Built a RAG system that reduced compliance reporting from 6 hours to 12 minutes while improving accuracy by 34%.

Read Case Study
ENTERPRISE SAAS / FORTUNE 500

Multi-Agent System for Global Sales Ops

Deployed autonomous agents handling lead qualification, territory routing, and competitive intelligence across 12 regions.

Read Case Study
ABOUT DMG

Digital Mischief Group

We're a boutique AI systems firm founded by engineers who got tired of watching enterprises burn money on AI projects that never shipped.

Our team has built production AI systems for companies from seed-stage to Fortune 100. We know what works, what doesn't, and how to get from zero to revenue-generating AI in 90 days.

Liam Ellis
Founding Partner
SPECIALIZATIONS
RAG & Knowledge Systems
Multi-Agent Orchestration
AI Observability & Monitoring

Ready to Light the Match?

Book a free 30-minute System Architecture Audit. We'll map your data landscape and show you exactly where AI can drive revenue.

BOOK YOUR AUDIT
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