AI that thinks, remembers, and runs on your hardware.

Autonomous AI Agents
That Actually Learn

Design AI agents through conversation. Each one gets its own identity, persistent memory, and cognitive reasoning — not a rules engine. Deploy as a self-contained container on your infrastructure. No data leaves. No vendor lock-in. The agent gets smarter every day.

This is not another agent builder.

Every other platform:

  • Stateless — each run starts from zero
  • Rules engines dressed up as AI
  • Your data on their servers
  • Monthly subscription to run your own workflows
  • No memory between runs

Scout agents:

  • Persistent memory that compounds over weeks and months
  • Real cognitive reasoning — perceive, recall, research, reason, act
  • Runs on your machine. Air-gapped option with bundled LLM.
  • You own the code, the data, and the agent. Forever.
  • Learns from outcomes and self-adjusts over time

What Makes a Scout Agent Different

Every agent you create is a cognitive entity — not a script. It has identity, memory, reasoning, initiative, learning, and the ability to delegate complex tasks.

Identity

Every agent has a soul. A name, a personality, deep expertise, hard boundaries. Your trading agent thinks like a risk-aware analyst. Your lead qualifier thinks like a skeptical researcher. Identity shapes every decision.

Memory

Agents remember every person, company, and signal they encounter. The second time someone from Acme Corp visits your site, your agent knows — and connects the dots to the three visits before it.

Cognition

Not a score. A thought process. Perceive the signal, recall what you know, research what you don't, reason about the full picture, act on the decision, remember what you learned. Every cycle makes the agent smarter.

Initiative

Agents don't just react. They review stale leads nobody followed up on. They spot patterns — "three people from the same company this week." They compile daily digests. They self-assess and adjust.

Learning

Feedback loops. When a lead converts — or doesn't — the agent recalibrates. Over time, it rewrites its own qualification criteria based on what actually works, not what you guessed would work.

Delegation

Hot lead detected? The agent spawns a sub-agent to run a deep company dossier — 10+ searches, org chart, funding history, tech stack. Results land in memory. No human intervention required.

Idea to Running Agent in Minutes

No code. No configuration files. Just a conversation.

01

Talk

Describe what you need to the Architect. It asks about your use case, your expertise, your boundaries. In a few messages, it understands not just what your agent should do — but how it should think.

02

Birth

The Architect designs a complete cognitive agent — identity, monitors, reasoning pipeline, actions, memory structure. Not a template. A unique entity shaped by your conversation.

03

Deploy

Download and run locally, as a Rocky Linux container, or fully air-gapped with a bundled LLM. One command. Your infrastructure. Zero external dependencies if you want it.

Inside Every Agent

Not a cron job. Not a rules engine. A continuous cognitive loop that gets better with every cycle.

PERCEIVESignal arrives — Slack message, email, price move, RSS entry
RECALLCheck memory — have I seen this person? This company? What happened last time?
RESEARCHSearch the web for context — who are they, what do they do, are they a fit?
REASONLLM thinks with full context — identity, memory, research, signal — and makes a decision
ACTExecute — send briefing, draft email, fire webhook, execute trade, spawn sub-agent
REMEMBERUpdate memory — new contact, updated company intel, patterns detected, lessons learned
REFLECT — periodically self-assess, detect patterns, adjust criteria, compile digests

Built For

Same cognitive architecture. Different expertise. Each agent is shaped by its purpose.

Sales Lead Intelligence

Monitors Slack, email, or CRM notifications 24/7. Researches every lead. Scores against your territory. Delivers briefings with talking points to the right rep. Remembers every company across months of data.

Autonomous Trading

Multi-signal regime detection. VIX term structure, sentiment indices, technical indicators — fused through reasoning, not rules. Paper-first with mandatory risk gates. Learns which signals actually predict.

Competitive Intelligence

Tracks competitors across RSS, Reddit, news, SEC filings. Maintains living dossiers that compound over weeks. Spots patterns — hiring surges, pricing shifts, product launches — before they're obvious.

Research & Analysis

Monitors 50 companies, maintains structured intelligence on each. Connects signals across sources. Delivers weekly briefings that build on the previous week's context, not from scratch.

Security & Compliance

Watches CVE feeds, vendor advisories, and regulatory changes against your tech stack. Escalates zero-days immediately. Tracks remediation. Remembers every vulnerability it's ever seen.

Personal Operations

Email triage, calendar prep, task tracking. Knows your priorities, anticipates your day, batches low-priority items, interrupts for what matters. Gets better the longer it runs.

Three Ways to Run. All Sovereign.

Your agent. Your hardware. Your data. Choose how locked-down you want it.

Local Python

Simplest path. Install dependencies, run one command. Great for development and personal use.

$ pip3 install -r requirements.txt

$ python3 main.py --daemon

Rocky Linux Container

Production-ready. Isolated. ~180MB image on Rocky Linux 9. Podman or Docker. Bare metal, on-prem, or any cloud.

$ ./container/build.sh

$ ./container/run.sh --config ./config.yaml

Fully Sovereign

Bundled LLM via Ollama. Zero internet at runtime. No API keys. True air-gapped AI. For classified, regulated, and zero-trust environments.

$ ./build.sh --sovereign --model llama3.2:3b

$ ./run.sh --config ./config.yaml

Bring Your Own Everything

Your API keys. Your LLM — Anthropic, OpenAI, Gemini, Grok, or any OpenAI-compatible endpoint. Your data never touches our servers. Zero telemetry. Zero data collection. Full source code included in every download.

Zero data collectionNo vendor lock-inRun anywhereFull source includedTwo-way communication

Build an agent that thinks.

Describe what you need. The Architect designs a cognitive agent shaped by your conversation. Deploy it on your hardware. It starts learning from day one.

Create an Agent