Document Engine
Business Intel Creator
Structured intake to investor-grade output. Pitch decks, due diligence packages, executive summaries — built by system, not template.
InputCleanAnalyzeFormatOutput
> ADCG systems v2.0
> loading modules...
> biz-intel-creator [ok]
> agdc-governance [ok]
> quant-engine [ok]
> proactive-agent [ok]
> status: all systems operational
Applied systems studio
We build the systems that make weird ideas actually run.
Deep technical systems. AI governance. Real-time engines.
4 active systems2 in lab
Try it
Terminal
adcg — terminal
ADCG terminal v2.0 — type 'help' for commands
What we build
Active Systems
AI Governance
AGDC
48 specialized agents across 17+ languages. Every action logged, every output reviewed. Code generation with institutional-grade accountability.
Ungoverned
fn deploy()
push --force
no audit trail
Governed
fn deploy()reviewed
push --verifiedlogged
audit: complete✓
Real-Time Engine
Quant Engine
7-layer depth architecture for real-time quantitative analysis. Data ingestion through execution — every layer visible, testable, replaceable.
L1 — Data Ingest
L2 — Normalize
L3 — Feature Eng
L4 — Signal Gen
L5 — Risk Filter
L6 — Execution
L7 — Reporting
Agent Routing
Proactive Agent Engine
Voice and text routing with human-in-the-loop approval. Classifies intent across 50+ patterns, routes to the right handler, and flags anything sensitive for human sign-off before execution.
VoiceClassifyRouteApproveSend
50+Intent patterns
12Routes configured
100%Actions logged
How we build
Build Philosophy
Start with a weird idea
Every system starts as something nobody's built before. We don't filter for 'reasonable' — we filter for interesting.
→ SaxCoach: real-time embouchure feedback via ML
In progress
The Lab
SaxCoach
Planning — 15%
Proactive Agent Engine
Active build — 65%
[02.06]PAE: voice intent classifier v2 shipped to staging
[02.04]SaxCoach: initial architecture review complete
[01.29]PAE: approval routing module passed stress tests