JARVIS Capability Schedule

Five marketplaces plus quick-commerce and social channels. Read paths are broad; write coverage differs per platform and is set out in section 02.

Amazon

Inventory, orders and listing sync; a Playwright seller-portal driver with live-verified Seller Central URLs (the /myinventory/inventory path, recorded after the older one began redirecting).

Flipkart

Inventory and order sync, listing management, dedicated Playwright driver for the Seller Hub.

Meesho

Supplier-panel sync and a Playwright driver against the v3 supplier panel.

Myntra

Inventory sync, orders, returns, and style-upload with pre-submission validation.

/api/myntra/style/validate/api/myntra/returns

Shopify

The deepest integration: products, price and SEO fields, stock updates, low-stock reporting, order summaries, return logging and resolution, revenue / top-product / cancellation-rate analytics, plus inbound and outbound webhooks and session management.

23 endpoints/api/shopify/webhooks/receive

Quick commerce

Dark-store allocation, delivery-slot planning and demand forecasting, with per-platform inventory and order reads.

Social commerce

WhatsApp order capture, payment-link generation, catalogue build, and per-channel sync.

Emerging platforms

A generic adapter exposing inventory, orders and status for additional marketplaces behind one shape.

The differentiating mechanism. Instead of holding marketplace API credentials, the operator's own browser session drives the seller portal — behind an approval queue, rate caps and a compliance guard.

Approval queue

Every write is queued with a preview and waits for a human to approve or reject. Nothing reaches a marketplace unreviewed.

Browser executor

Playwright drives the live seller portal using the operator's logged-in session. Four action types: stock update, price update, order action, listing toggle.

Session vault

Encrypted storage of browser sessions, with open / verify / reconnect / revoke, plus readiness checks before any run.

Compliance guard

A deliberate no-stealth, no-CAPTCHA-bypass posture: write caps of 30 per hour per marketplace, 30-second spacing, and pause-on-risk.

Account-block safety

Monitors for suspension signals and halts automation before a seller account is put at risk.

Human-behaviour engine

Timing and interaction pacing intended to keep portal automation within normal-use patterns.

Bulk listing

Bulk upload, single and bulk validation before submission, and cross-marketplace sync of one catalogue.

Listing tools

A+ content assembly, category assignment, image compliance checks, image resize planning, and variation-family construction.

Listing analyzer

Scores a listing and reports what is missing or weak.

SEO keyword engine

Keyword generation and placement for titles and bullets.

Repricing advisor

Recommends price moves against a configured margin floor.

Dynamic pricing

Rule-driven price adjustment by demand and competitive position.

Forecasting

Festival, trend and weather-linked demand prediction, plus predictive inventory.

/api/predict/festival/api/predict/trend

Competitor price watch

Tracks rival pricing on the same SKUs over time.

Realtime intel

Live competitor, product-price, trending-product, stock, news and exchange-rate feeds.

Rank tracking

Records search rank, keeps history, detects drops, and compares against named competitors.

Bid optimisation

Adjusts bids across campaigns against a target.

Wasted spend

Identifies spend returning nothing, with an auto-pause action for the worst offenders.

Keyword analysis

Evaluates keyword performance and suggests additions and negatives.

Campaigns

Campaign creation and budget optimisation across a portfolio.

Deal management

Coupon creation, deal scheduling, performance reporting, and flash-sale stock reservation.

Sale-event planning

Plans stock and pricing ahead of a sale event.

The area with the most directly measurable rupee value to a seller: money already lost that can be reclaimed.

Returns ledger

Log, resolve, track and export returns; summaries by SKU, ageing buckets, per-SKU return rates, and a suspicious-returns view.

Return-fraud detection

Flags buyer and pattern-level return abuse.

NDR & RTO

Non-delivery-report actions and return-to-origin risk scoring before dispatch.

Weight disputes

Detects courier weight-discrepancy overcharges and assembles the dispute.

SAFE-T claims

Prepares Amazon SAFE-T reimbursement claims.

Cohort analytics

Return and repeat-purchase cohorts, plus custom reports.

Carrier integrations

Bluedart, Delhivery, Ecom Express and Xpressbees — rate quotes, cheapest-carrier comparison, and AWB tracking.

Shiprocket

Rate cards, courier comparison, shipment creation and tracking through the aggregator.

Manifests & labels

Manifest generation per marketplace, background manifest jobs, multi-manifest PDF merge, and bulk label generation.

Shipping monitor

Watches dispatch SLAs and flags what is slipping.

Built for Indian statutory practice rather than generalised accounting. Read the caveat on filing before quoting this section.

GST

Invoice construction with HSN handling, invoice PDF rendering, and GSTR-1 summaries.

/api/gst/invoice/api/gst/gstr1

Statutory

GSTR-3B summaries, e-way bill payload assembly (threshold and validity computed from consignment value and distance), TDS reconciliation broken down per marketplace, marketplace commission checks, and Tally export.

Accounting

Voucher construction and push into external accounting software.

Profitability

SKU-level P&L, per-channel comparison, bulk P&L, a net-profit engine, and expense management.

Payout reconciliation

Matches marketplace settlements against expected receipts and surfaces the gap.

Cross-border

HS-code lookup, import-duty estimation, VAT calculation, a global tax matrix, currency conversion with a forex engine, international shipping and cross-border P&L.

Account health

Health dashboard, suspension-risk scoring, benchmarking, appeal drafting and plan-of-action generation.

Risk & compliance

Buyer-risk scoring, fraud-pattern detection, label compliance, licence checks and listing policy scans.

Seller recovery

A recovery workflow for accounts already under enforcement.

Session health

Detects expired or degraded marketplace sessions before a job fails against them.

Review management

Triage by severity, schedule and send review requests, track what is due, and blacklist buyers from solicitation.

Sentiment analysis

Classifies review sentiment with Hinglish-aware vocabulary and extracts recurring issue themes.

Customer Q&A

Surfaces unanswered marketplace questions and drafts suggested replies.

Notifications

Direct buyer notification, and competitor-review monitoring for positioning.

Pipeline

Lead capture and stage advancement through a wholesale funnel.

Quotations & orders

Quotation creation and acceptance, purchase-order creation, and goods-receipt notes.

Supply

Business-tier pricing, best-supplier selection and reorder-point checks.

Inventory sync

A sync engine with a queue and an approval step before stock levels are written out.

Unified orders

One order feed across connected marketplaces, plus an operator order dashboard.

Import

CSV import from file or pasted text, format detection with a fallback parser, import history, and manual single-order entry.

Mobile

Barcode registration and scanning from the Android app, and push-notification registration and delivery.

Hinglish is structural rather than a system prompt — it appears across 37 backend modules, with a 567-line intent matcher carrying spelling-variance and quantity-word-order rules.

Chat & routing

Natural-language command handling with intent classification, plus a streaming endpoint. Hardware and system questions are answered from real measurements rather than sent to the model.

Model layer

Gemini with multi-key rotation and model fallback on quota exhaustion; an Ollama path for offline operation when no cloud key is reachable.

Documents & RAG

Upload and index documents, ask questions against them, list and delete the index, with a shared-term relevance gate that suppresses answers from unrelated documents.

Memory

Remember and recall facts, export and import the store, with statistics and migration.

Autonomous engine

Plan construction, decision-making, a dry-run mode, an approval gate, an audit ledger, a toggleable control loop, anomaly detection and workflow execution.

Seller copilot

Seller-domain question answering that stays in commerce context rather than drifting to device questions.

Media

Video transcript summarisation with PDF export.

Origin features from the assistant's Windows-first beginnings. A buyer acquiring the seller platform inherits these and must decide whether to keep or remove them.

Voice

Wake-word start/stop with history, one-shot listening, transcription, speech synthesis, intent extraction and text normalisation.

Desktop control

Application launch, screenshot, volume, power actions, temp-file cleaning, disk cleanup, memory optimisation, speed boost and network reset.

Google Workspace

Gmail message listing, reading, drafting and summarisation; calendar event listing and creation.

Consumer extras

Weather lookup with place search, and a live cricket feed.

Access control

A default-deny gate in middleware — a route is authenticated unless explicitly allowlisted — with RBAC roles and per-command permission checks.

Identity

Per-device JWTs with individual and bulk revocation, two-factor authentication, OIDC login and callback, and token status.

Audit & approval

Append-only audit trail with recent-event reads, an approval workflow for privileged actions, and an emergency stop.

Secrets

Encrypted session vault, API-key rotation with cooldown handling, environment protection and a secrets scan.

Licensing

Hardware binding, licence status, watermark proof and account recovery.

Multi-tenancy

Organisations and workspaces, tenant status, plan assignment, billing checkout and verification, and per-tenant data isolation.

Defence

Rate limiting wrapped around the security gate, suspicious-activity monitoring, and firewall and hardening checks.

Channels

WhatsApp via Twilio and CallMeBot, a Telegram bot, and email — each testable independently, with a send-to-all path.

Honest status

Channel state distinguishes configured from verified from last send failed, because environment presence was never proof a channel worked.

Executive summary

A scheduled business digest with preview before dispatch.

Runtime

FastAPI on Python 3.12, React 19 with Vite, PostgreSQL and Redis, packaged with docker-compose and separate production compose and nginx configs.

Mobile

An Android APK built through Capacitor in CI.

Quality gates in CI

A 70% coverage floor, a 109-module per-module coverage ratchet, an architecture import-direction ratchet, ruff, gitleaks, pip-audit and npm audit — all failing the build, not advisory. A scheduled soak-and-load job runs separately.

Regression corpus

100 tests under tests/regression/, each named for a real defect that was found in use — inverted review sentiment, device temperature answered as weather, forgeable rate limits, documents crossing tenants.

Observability

Health and readiness endpoints, Prometheus metrics, an observability snapshot, analytics and a QA gate.

Operations

Backup and restore, cloud push/pull with heartbeat, a distributed job queue with workers and claim/complete/fail semantics, a distributed cache, and a scheduler.

Documentation

Sixteen business and legal documents, including NDA, IP assignment, software purchase agreement and source-code transfer agreement, all pre-drafted.