← AI Pods Atlas Orchestration Layer

One brain.
Four pods.
Zero dropped tasks.

Atlas is the master orchestrator that routes every inbound task to the right AI Pod, monitors confidence, triggers human review when needed, and fires cross-pod workflows automatically.

Live orchestration

Watch Atlas dispatch tasks, receive completions, and trigger human review — in real time.

👤HITL🧾Logan💬Ana📣Eva📅Amy🧠Atlas
Live Event Bus
Waiting for events…
task
approval
complete
escalate

Cross-pod workflows

Real scenarios showing how Atlas coordinates multiple pods to complete complex, multi-step business processes.

1
Atlasroute

Inbound tax inquiry classified → routed to Logan

2
Logantask

Intake checklist completed, documents collected

3
HITLapproval

CPA review triggered (confidence 74%) — awaiting approval

4
Logancomplete

CPA approved — tax return filed

5
Atlasroute

tax.ready_for_review event emitted → Eva triggered

6
Evatask

Post-filing campaign launched: referral + upsell

ReAct loop — inside each pod

Every AI Pod runs a Reason → Act → Reflect loop. Failed actions retry up to 3× before escalating to HITL.

1

Observe

Receive task context, tools, and memory state

2

Think

Reason about next best action using chain-of-thought

3

Act

Execute tool call (CRM, calendar, email, API)

4

Reflect

Evaluate result — success, retry, or escalate

Human-in-the-Loop

AI acts fast.
Humans stay in control.

Atlas monitors every pod's confidence score and action type. When a threshold is crossed, the task pauses and enters the human review queue — no action taken until approved.

Open Review Dashboard

Confidence < 80%

Agent pauses and queues for human review before proceeding.

High-stakes action

Financial transactions, legal docs, or irreversible operations require approval.

"Speak to human"

Instant handoff when a customer explicitly requests a human agent.

3× self-correction failed

After 3 retry attempts, the task escalates to the human review queue.

The pod network

Each pod is a specialist. Atlas knows when to call which one — and when to run them in parallel.

Under the hood

Enterprise-grade infrastructure powering every orchestration decision.

LangGraph

Stateful agent orchestration

Pinecone

Shared vector memory

Zapier / Make

Tool calling & automation

Supabase

Persistent state & audit logs

Ready to deploy Atlas?

Get a live demo of the full orchestration layer — Atlas, all four pods, and your HITL review queue — running on your business data.