Skip to content

From data to action, automatically.

DTA turns your live POS, labor, and inventory data into guarded, autonomous decisions — the right action fires the moment it's needed, and never fires twice.

Live
$42.8KToday's revenue
64.2%Occupancy
28.6%F&B contribution
$186KMonth net

Only what matters, up top. Drill into anything.

No signup wall — this is a live sample of the operations dashboard. Critical KPIs first; every number opens into the detail behind it.

summit-cinemas · operations overview
Today's revenue
$42.8K
Occupancy
64.2%
F&B contribution
28.6%
Month net
$186K
Cash deposit lagcrit

2 days behind — $14.2K undeposited

Daily revenue floorok

Above the $5k floor — no alert fired

Fire inspectionwarn

Permit renews in 21 days

Decisions that fire themselves — guarded.

DTA watches your live data, decides what needs to happen, and acts. The hard seam: rules decide, they never send — the orchestrator acts only when all five gates pass.

01

Sense

Live POS, labor, inventory and Google Sheets — normalized the moment they land.

02

Decide

Rules catch the instant a threshold breaks and emit an intent. They never act.

03

Act

The orchestrator turns intent into action — only after all five gates pass.

The five gatessrc/orchestrator.ts
  • G1Idempotency
    A deterministic key claims each action once — the duplicate-blast killer.
  • G2State machine
    Acting is legal only from a live breach episode.
  • G3Suppression
    Opt-out, consent and quiet hours are honored before anything sends.
  • G4Cooldown
    No repeat action for a location inside its cooldown window.
  • G5Rate limit + kill switch
    A token bucket and a global brake cap the blast radius.

Plugs into what you already run.

POS, inventory, labor and your Google Sheets flow in as-is. Ask the data anything — answers are grounded in your live numbers, never made up.

POSInventoryLabor & HRGoogle SheetsGemini AI
Sample workspace
Summit Cinemas — Austin, TX

A representative 12-screen multiplex running daily revenue, F&B, occupancy, receivables, cash-deposit control and inspection compliance on DTA.

Put your data to work.

See the live dashboard and the guardrails in action.