JOY Automart
14-Agent Sovereign OS
Operational Stack · 14 Specialised Agents

One customer signal.
Fourteen autonomous agents.
Zero hallucination.

Every transaction on JOY Automart flows through a 14-agent pipeline. A diagnostic comes in, the Conductor routes it, Fix Finder decodes it, VIN & Fitment locks the chassis, Sourcing finds inventory, Deals & Rewards prices it, Fulfillment ships it, QA must approve it — and only then does the customer get a message. After the sale, Core & Warranty closes the loop and the Recycler sharpens the macro demand model.

See it run · live demo Unlock for your workshop
Phase 01 · Ingest
The conductor takes the wheel.
1 agent
01 · Ingest
Joy Conductor
Master Orchestrator
"Routes every signal · veto on hallucination"
The brain. Ingests the customer / workshop request, manages the immutable JSON state object, dispatches the other 13 agents in sequence, halts on any QA failure.
Theme · Imperial Crimson
Phase 02 · Diagnose
Decode the symptom + lock the vehicle.
2 agents
02 · Diagnose
Fix Finder
Diagnostic Translator
"OBD-II + plain Bengali → component categories"
Decodes raw symptoms — 'rattling under the hood', P0301 codes, dashboard photos — into a clean array of automotive component categories (brake pads, alternator, head gasket…).
Theme · Crimson Diagnostic
03 · Diagnose
VIN & Fitment
Chassis Profile Lock
"Decodes every JDM chassis in milliseconds"
Parses 17-digit VINs or 'Year Make Model' text → exact engineering profile (trim, drivetrain, engine code). Verifies fitment against the 27,899-SKU JOY VIN matrix.
Theme · Steel Slate
Phase 03 · Source
Find the part, find the bin.
1 agent
04 · Source
Fast-Moving Parts
Inventory Sourcing
"Real-time hub + warehouse + distributor stock"
Queries every JOY Automart hub + retail location + distributor for the cleanest SKU match. Prioritises high-margin Duralast / Bosch / STP / Mobil 1 / ACDelco inventory.
Theme · Violet Catalog
Phase 04 · Commerce
Price + ship + estimate labor + B2B credit.
4 agents
05 · Commerce
Deals & Rewards
Pricing + Loyalty Engine
"DEALS4YOU · free oil filter bundle · rewards"
Applies active promos (DEALS4YOU 20% over ৳10k), free STP filter on 5+ qts oil, calculates loyalty points (1 pt per ৳1 net), wholesale tier discounts, taxes.
Theme · Sunburst Amber
06 · Commerce
Fulfillment
Logistics Router
"BOPIS / same-day courier / ground shipping"
Picks the cheapest fast lane — Buy Online Pick Up In Store (< 10 km), same-day Dhaka courier, or free ground shipping for regional hubs. Multi-warehouse aware.
Theme · Ice Cyan
13 · Commerce
Labor Estimator
Mitchell1 / AllData Hours
"Factory labor times × workshop hourly rate"
Plugs into industry-standard labor databases. Multiplies factory job-time (e.g., 3.2 h to swap a water pump on 2018 Civic) by the workshop's hourly rate for a quote.
Theme · Blueprint Indigo
12 · Commerce
Commercial Credit
B2B Net-30 + PO
"Net-30 · 2/10 early-pay · credit-line risk"
B2B finance engine. Bypasses card checkout, validates PO numbers, enforces credit limits, embeds 2/10 NET 30 early-pay discount logic, generates digital invoices.
Theme · Bullion Gold
Phase 05 · Guardrail
QA Sentinel must approve before dispatch.
1 agent
09 · Guardrail
QA Sentinel
Mandatory Pre-Execute Gate
"Veto power · confidence ≥ 0.95 to dispatch"
Final wall. Re-runs the fitment cross-check, manually verifies promo math, recomputes tax. Halts the loop and pings a human operator if any anomaly drops confidence below 0.95.
Theme · Alarm Crimson
Phase 06 · Execute
Talk to the customer + push the store.
2 agents
07 · Execute
B2C Communicator
Customer Outreach
"Empathetic SMS / app / WhatsApp drafts"
Translates raw JSON into crisp customer-facing messages in Bengali, English, or Banglish. Names the problem, lists fix items, cites discount applied, drops a checkout URL.
Theme · Pearl Rose
08 · Execute
Store Dispatch
Local-Store Admin Push
"Aisle-level pick tickets + bay reservations"
Fires a structured BOPIS / bay-reservation ticket to the chosen JOY store with SLA, bin locations (Aisle 4 Shelf B), pick priority, and in-store service flags.
Theme · Storefront Forest
Phase 07 · Post-Sale
Cores, warranty, DIY follow-up.
2 agents
11 · Post-Sale
Core & Warranty
Reverse Logistics + RMA
"Core deposits · RMA · warranty filings"
Tracks core deposits (alternators, batteries, calipers), verifies dirty-core returns, auto-issues RMA back to OEMs (Duralast etc.), enforces warranty windows.
Theme · Rust Reverse
14 · Post-Sale
DIY Support
Torque Specs + Tutorials
"Post-purchase install tips · cuts returns"
24h after delivery, follows up with torque specs (e.g., 76 lb-ft lug nuts on 2019 Camry) + 3-min how-to videos. Dramatically reduces DIY-install-failure returns.
Theme · Ember Workshop
Phase 08 · Learn
Recycle the transaction into the macro model.
1 agent
10 · Learn
Intelligence Recycler
Telemetry + Macro Model
"Every transaction sharpens the next forecast"
Post-transaction telemetry. Bumps regional demand counters, updates 'Fast Moving Parts' homepage feed, logs response-latency per agent for human dev review.
Theme · Recycle Teal
VIP Subscriber Tier

The 14-agent stack is locked behind JOY VIP.

Platinum-tier workshops, premium / flagship kit subscribers, and active Trade OS accounts get the full pipeline embedded in their cockpit. Everyone else stays on the freemium portal.

See VIP plans

© 2026 JOY Automart. All Rights Reserved. Protected by Patent-Pending Sovereign OS Architecture.