Now booking 2-week consulting sprints

We build AI systems that
run on your hardware.

Custom AI agents for trading, research, and automation — built locally on Apple Silicon. No cloud lock-in. No API bills. Your data never leaves your machine.

Book a Consulting Sprint — $7,500 Get Free Playbook
Custom Agent Systems Trading & Signals Deep Research Agents Content Automation Fine-Tuned Local Models 100% Local & Private
overnight-pipeline.log — 36 phases
03:02:14 IngestAgent 847 signals processed
03:14:02 ResearchAgent 3 deep reports generated
03:41:15 EvalAgent quality score 94.2% ↑2.1%
04:05:33 HypothesisEngine 4 experiments staged
04:18:01 TradingAgent VIX 18.4 · sizing adjusted
04:29:47 PredictionArb 2 mispriced markets found
07:00:00 MorningBriefing ready for review
You're in. We'll send you updates as we build.

70+

Production Agents Built

2 Weeks

Sprint Delivery

7,290

Backtest Combos Validated

100%

Local — Zero Cloud Lock-in

M3 Ultra

Apple Silicon Optimized

📖
Free Download
The Local AI Agent Playbook
15 pages · local setup · working code · no cloud required
Get free guide

Three ways to work with us

From self-serve trading signals to a fully custom AI system built and running on your hardware.

Monthly Subscription

Trading Signals

Daily AI-generated trading signals with confidence scores, strategy attribution, and risk metadata. Paper-validated before delivery. Cancel anytime.

  • Daily signals before market open
  • Confidence scores + risk metrics
  • Stocks & crypto coverage
Learn more
OUR FLAGSHIP
2-Week Sprint — $7,500

AI Consulting Sprint

We audit your workflows, build a custom AI agent system, fine-tune models for your data, and deliver everything running on your hardware in 14 days.

  • Custom agents built for your use case
  • Fine-tuned models on your data
  • Dashboard, runbooks, 30-day support
Book a call
Free Download

Local AI Playbook

15-page guide to running AI agents on your own hardware. Setup instructions, working code, architecture patterns. No cloud, no API bills.

  • Ollama + LM Studio setup guide
  • Working agent code included
  • 100% free, no strings attached
Download free

From raw data to compounding advantage

A 5-stage pipeline that runs every night, gets measurably smarter every cycle, and surfaces alpha you'd never find manually.

01

Data Ingestion

Market data, news feeds, X, HN, Reddit, weather APIs, prediction markets — all streaming in real-time.

02

Multi-Agent Analysis

17+ specialized agents research, score, classify, and debate findings using parallel reasoning pipelines.

03

Signal Generation

Trading signals with VIX-conditional sizing, prediction market arb, weather arbitrage — all human-approved before action.

04

Self-Improvement

Hypothesis engine generates experiments. Eval agent benchmarks results. The system automatically incorporates what worked.

05

Distribution

Research reports, content threads, newsletters, morning briefings — all queued for review and one-click publish.

Built different, by design

Every decision optimizes for founder control, data sovereignty, and compounding intelligence — not cloud vendor margins.

Local-first

Everything runs on your hardware. Your data never leaves your machine. No cloud dependency, no vendor lock-in. Zero API bills. You own every byte.

Human-in-the-loop

Agents propose, you approve. Nothing gets deployed, traded, or published without your explicit sign-off. Full governance, always. Circuit breakers on everything.

Self-improving

Built-in evaluation, hypothesis generation, and automated quality gates. The system gets measurably smarter every overnight run — the compound knowledge moat grows daily.

Honest status. No vaporware.

Every capability listed here is running in production on local hardware right now.

Live

Trading Signals + VIX Sizing

Momentum, mean reversion, and trend following strategies against live crypto data. VIX-conditional position sizing automatically tightens or relaxes risk bounds based on volatility regime.

Paper Trading VIX Regime Risk Controls
Live

Prediction Market Arbitrage

Scans Polymarket, Kalshi, and Manifold for mispriced events. Cross-references news feeds and model consensus to identify exploitable discrepancies before the market corrects.

Polymarket Kalshi Cross-Market
Live

Weather Arbitrage Engine

Identifies weather-sensitive prediction markets and commodity positions where model forecast divergence creates pricing inefficiencies. Runs NWP model ensemble comparisons.

NWP Models Forecast Divergence Commodities
Live

Multi-Agent Reasoning Pipeline

Parallel agent debate framework where multiple models research the same question independently, then a coordinator synthesizes disagreements. Catches blind spots single-model analysis misses.

Agent Debate Synthesis Layer Consensus Scoring
Live

Self-Improvement Loop

Built-in evaluation agent benchmarks every output across five quality dimensions. Hypothesis engine generates improvement experiments. Winning experiments get baked into the pipeline automatically.

Eval Agent Hypothesis Engine Auto-Incorporate
Live

Content Automation Engine

Trend-aware content generation with quality gates. Research-to-thread formatting, newsletter compilation, and long-form article drafting. Human review before any publish.

X Threads Newsletter Long-form
Live

Inbound Intelligence Scanner

Scans Hacker News, Reddit, X, and market signals. Scores, classifies, and routes opportunities to a prioritized queue. Surfaces deal flow, competitor moves, and market shifts overnight.

HN + Reddit Deal Flow Opportunity Score

Architecture that compounds

Every layer is designed to make the next layer more powerful. The knowledge moat grows with every overnight cycle.

Orchestration
DAG Executor Agent Registry Shared State Bus Overnight Pipeline Circuit Breakers
Intelligence
Research Agent Multi-Agent Reasoning Inbound Scanner Eval Agent Hypothesis Engine
Alpha Generation
Trading Signals VIX Sizing Prediction Arb Weather Arb Deal Flow
Distribution
Content Engine X Publisher Newsletter MCP Tools (9) Morning Briefing
Foundation
Exocortex Memory Health Monitor Local LLMs (Ollama) Zero Cloud Deps Restart Resilience

Real numbers. Real systems.

No vanity metrics. Everything here comes from the live overnight pipeline.

36+
Pipeline Phases Running
Every night, automated
100+
Strategies Backtested
Paper trading only — no real capital
17+
Specialized Agents
Running in parallel overnight
0
Cloud Dependencies
100% local on M3 Ultra

"The agent packs saved me months of setup time. I had a full research pipeline running locally on my Mac in a weekend. No cloud, no monthly fees — exactly what I wanted."

A
Alex M.
Indie developer & trader

"The free playbook alone was worth it. I went from 'AI sounds interesting' to actually running local models and automating my morning research workflow in three days."

S
Sarah K.
Founder, fintech startup

"I've tried every AI tool out there. This is the first one that actually respects data privacy. Everything runs on my hardware, signals are clear, and the results speak for themselves."

R
Ryan T.
Quant trader, early adopter

Join the knowledge arbitrage movement.

The gap between what AI can do and what most people know how to use it for is massive — and growing. We're closing that gap, one agent at a time.

Stop paying for cloud AI.
Own your intelligence.

We'll build you a custom AI system — agents, models, and dashboards — running entirely on your hardware. Delivered in 2 weeks.

Book a Consulting Sprint Explore Trading Signals

Or get the free playbook and start exploring at your own pace: