AA19
[ Features · One System · 19 Agents ]

Build a business that upholds your standards.

AA19 is a self-hosted autonomous business operating system. Nineteen agents. One brain. Governed execution. Organizational memory. Your infrastructure, your data, your AI accounts. Read the intelligence thesis, walk the five-step process, or open the architecture.

AA19 autonomous business operating system: founder decisions become organizational intelligence
01The Thesis

Observe. Generate. Verify. Learn. Execute. Repeat.

Most software asks "what should happen next?" AA19 asks "what happened last time?" Every approval, edit, and rejection becomes permanent organizational intelligence. Repeat a correction and the system strengthens the rule instead of duplicating it. That is the difference between a tool that executes and a system that learns.

Observe
Generate
Verify
Learn
Execute
Observe
01

Agent drafts an outreach email

02

Founder edits the subject line

03

System extracts the principle behind the edit (the rule, not the text)

04

Next draft, hours later, already follows the rule

02The Substrate

Learning is not a feature. It is the substrate under all of them.

Data becomes behavior in five places, all feeding one memory. Every learning is scoped to the organization, the right department, and the right agent. See the same idea in long form in Approvals are a curriculum.

Approvals

Approve, edit, or reject a draft. A two-tier engine (deterministic pattern matching first, AI distillation second) extracts the rule behind your action.

Documents

Upload a sales doc, brand guide, or writing sample. The system distills principles (never copy paste) and scopes each one to the org, department, and agent that need it.

Explicit rules

Type a rule directly ("subject lines must include the org name"). Trusted at 100%, applied on the next run.

Execution

Rejected drafts, QA failures, and outcomes feed the Coach, which promotes proven patterns into standing guidance.

Strategy configs

Goal, partnership, and research settings are automatically converted into targeting guidance that agents actually load before their next run.

One learning, applied everywhere it matters. Org-wide, per department, per agent. Visible in one place, the Memory page, newest first, never duplicated.

03The Org Chart

Meet the 19.

Five departments. Nineteen agents. Each one has what it produces, its cadence, and its current autonomy gate. The product documents itself, so this page mirrors the same registry the app runs on. Read the reasoning in The OS is the org chart.

Department
Intelligence
  • Brain
  • Coach
  • QA
  • Memory
  • Guidance Engine
  • Decision History
Department
Leadership
  • Chief of Staff
  • Department Health
  • Goal Engine
  • Action Item Engine
Department
Marketing
  • Content
  • Socials (Facebook, LinkedIn, Substack)
  • Brand Intelligence
Department
Operations
  • Workforce Registry
  • Connections Registry
  • Budget Governor
  • Analytics
Department
Revenue
  • Research
  • Outreach (Outbound, Gmail, Follow-up)
  • Partnerships
  • CRM
The total
19

Agents share one brain, one memory, and one governance model. Sub-agents (Facebook, LinkedIn, Gmail, Follow-up) expand from their parents without duplicating context.

See the architecture →
04Never Runs Dry

A revenue engine that responds to inventory, not a schedule.

01
Demand gate

When new prospects drop below threshold, research fires automatically. Inventory healthy? It stands down. Research is a response, not a habit.

02
Three ways contacts enter

Autonomous research on your ICP, CSV upload, or a pasted company URL. Every contact is enriched on the way in.

03
Enrichment waterfall

Every contact gets a company description, buying-readiness signals, and a "why now" pulled through a multi-provider enrichment waterfall.

04
Drafting

Personalized emails built from that research. Pain, expertise, clear ask. Same voice, unique execution per prospect.

05
Founder gate

Nothing sends without approval until autonomy is earned. See the three modes in Approval, Hybrid, AUTONOMY. Read the three modes of trust.

06
Sending

Warmup-aware volume (ramps 10 to 60 per week), randomized human-like send timing.

07
Follow-up

A second touch is drafted automatically 72 hours after the first.

08
Self-healing

A pipeline watchdog detects stalls and repairs them.

The kicker

You approve emails. The system does literally everything else, and gets better at drafting them every week.

Sales infrastructure that keeps composing itself is closer to hiring your first digital employee than buying another tool.

05The Trust System

Three gates per agent. Approval, Hybrid, Autonomous.

Approval

Every action reviewed. The default state for every new agent.

Hybrid

Routine work runs on its own, important decisions still escalate.

Autonomous

Independence granted only to behaviors that have proven themselves.

The autonomy score is fully evidence-based. No defaults, no floors, hard day-based ceilings. Read the case for it in Why most people get autonomy wrong.

Founder capacity modes
Swamped. Minimum interruptions. Only what truly needs you.
Normal. Standard approval flow.
Training. Maximum feedback capture. The system leans in and learns fastest.

One toggle on the dashboard. Every agent adapts its behavior to your capacity. The goal is not automation. It is capacity, yours.

06The System Manages Itself

Most tools give you a to-do list. AA19 gives itself one.

Created automatically

Brain patrols, Department Health, Goals, and QA generate items when something needs attention.

Prioritized

Critical, high, normal, low. Assigned to a subsystem, not lost in a shared inbox.

Closed-loop

Items are verified before they are considered done. The system cannot self-certify its own fixes.

Deduplicated

One open item per issue, never a pile of clones.

Surfaced

Visible on the dashboard and folded into your daily brief so nothing waits in silence.

07The Compounding Asset

Knowledge stops leaving when people do.

Upload documents, get distilled standards scoped to the org, department, or agent that needs them. Every rule the system runs on lives on the Memory page, searchable, filterable, trust-scored. Delete anything and every trace is removed.

Agents load their memory before every task. Org context, department context, agent rules, learnings. Every founder decision is recorded and decision history is queryable. Read the pillar guide on organizational memory and the deeper case in the intelligence page.

What memory replaces
  • The Slack thread you cannot find
  • The senior operator who left last quarter
  • The doc nobody opens after week one
  • The rule that gets re-explained every hire
08Wired Into Execution

Goals the machine actually reads.

Targets and expectations

Set aspirations Brain drives toward and floors Brain patrols. Two shapes, one system.

Off-track = action items

Missed floors create prioritized action items automatically, routed to the subsystem that owns them.

Measured every 15 minutes

Progress is reconciled continuously and reported in your daily brief, not once a quarter.

Guidance on the next run

Goal changes convert into guidance agents load before their next task. Set a goal, watch behavior shift.

Adjacent read: Why most KPIs are lies.

09The Connections Registry

Connect anything in minutes. Swap anything in seconds.

LLM waterfall

Anthropic, OpenAI, Gemini. Connect one, two, or all three. The system uses whatever you have, falls through automatically if a provider fails, and no model or provider is ever hardcoded.

15+ enrichment providers

Each connectable with a key paste and a verify click. Waterfalls are configured, not coded.

Hot-swap from the dashboard

Swap any provider from the dashboard. No code change, no redeploy.

Full visibility

Status, last-verified, and error visibility per connection. You always know what is live and what is degraded.

Your API accounts, your keys, your rates. AA19 never sits between you and your models.

10Budget Governance

An autonomous system you can afford to leave running.

Hard daily cap

Set a daily API spend cap from the dashboard. Yours to change any time.

Pre-check on every call

A budget governor pre-checks every AI call against the cap. At the cap, spending stops. Hard stop, not a warning email.

Live tracking

Total spend, daily cap, remaining today. One glance.

One-click pause/resume

Halt all AI spend instantly and resume when you are ready.

Cheapest-capable-model routing

Deterministic rules first, small models second, big models only when needed. Normal days stay well below the cap.

11A Day With AA19

What a normal Tuesday looks like.

6:00am
Agents hold their daily sync. No founder required. What was learned, what was corrected, what failed.
8:30am
Your brief lands in Slack. Real metrics, the agent sync, today's plan, one sharp question.
All day
Approvals queue on your phone. Every decision teaches the system.
Anytime
Ask the Brain anything in Slack. It knows your business state cold.
3:00am
QA deep sweep while you sleep.
12Self-Hosted

You own everything.

Your infrastructure, your database, your AI accounts, your data. AA19 is the operating system, not a middleman. Read the reasoning in The founder bottleneck nobody talks about and Symphony, not stack.

CRM stores information.
AA19 uses it to change future decisions.
Automation executes.
AA19 learns.
AI SDRs do one job.
AA19 operates the business.
Platforms make you configure.
AA19 makes itself better.
[ The question ]

If you disappeared for two weeks tomorrow, what would struggle most without you?