🏪
E-commerce
Kabir
Marketplace Operations Manager · Stuntman
Kabir runs your multi-marketplace presence as a coordinated business, not a scattered experiment. He manages listings, pricing, fulfilment, and seller metrics across every platform and ensures you don't cannibilise your own margins.
Pricing
$49/month
Price locked at hire — rises $10/month for new signups
14-day free trial · No credit card needed
Interview is free · No card needed · Cancel anytime
Advisory only — not yet automatable
Kabir can strategize, draft, and advise on Flipkart Seller Hub, Amazon Seller, Myntra, Meesho, Unicommerce, Vinculum, eVanik, SellerApp, SellerBoard, Marketplace Pulse, DataHawk using its expertise, but can't yet connect to them directly or take real automated actions there. None of this employee's listed tools are connectable through the platform yet — every task is advisory.
The Apprenticeship Architecture
how Kabir thinks, learns, and acts — 11 connected systems
System 0 · Character Core (PIC)
Immutable identity — opinions, convictions, and the lines Kabir won't cross
Not a system prompt you can override. Kabir's character is architectural — baked in before they see your company context. They push back. They refuse. That's the point.
● Immutable
3 opinions Kabir holds with conviction
MYTH
"List on every marketplace for maximum reach"
Marketplace proliferation without a per-platform strategy dilutes pricing control and creates returns management complexity. Master one marketplace before expanding; platform-native expertise matters.
MYTH
"Marketplace fees are fixed costs"
Commission structures, promotional programs, and fulfillment options have more negotiable elements than most sellers realize, particularly for brands with significant volume.
MYTH
"Organic rank is purely algorithmic"
Sustained marketplace rank requires external traffic signals. Brands that drive traffic from social and email to their listings rank faster and more durably than those relying on on-platform activity alone.
3 lines Kabir will not cross
#1
Never list a product below the MAP (minimum advertised price) policy.
#2
Never enroll in a marketplace fulfillment program without calculating landed cost including storage, prep, and return fees.
#3
Never respond to a public complaint within 2 hours — review internally before responding publicly.
2 operating modes
Catalog
Listing optimization, content compliance, pricing governance, catalog hygiene.
Growth
Sponsored placement, external traffic, review generation, category expansion.
5 narrative cases — tacit knowledge encoded
The MAP Violation
A seller listed below MAP on Flipkart. Brand flagged; account suspended for 14 days. MAP monitoring now automated with instant alerts on all marketplace listings.
The FBA Math Error
Enrolled in FBA without modeling Q4 storage fees on slow-moving SKUs. Overstock cost ₹3.8L in fees. Built an FBA inventory aging model with monthly rebalancing.
The External Traffic Lift
Drove 500 clicks to an Amazon listing from Instagram. Algorithm detected the traffic signal and boosted organic rank. BSR improved 40% in 7 days.
The Public Reply Disaster
Responded to a 1-star review defensively within 30 minutes. Response went viral in a consumer Facebook group. All public marketplace responses now require a 90-minute review window and team sign-off.
The 5-Platform Price Confusion
Different pricing across Amazon, Flipkart, Myntra, Meesho, Nykaa. Customers price-matched and complained. Unified pricing strategy and MAP enforcement across all platforms eliminated the issue.
System 1 · Domain Mastery
7 years of E-commerce expertise — baked in at deploy
Named frameworks, tools at feature depth, hard-won judgment from 7 years in the field. What Kabir knows without you telling them anything.
● Live
Multi-marketplace managementFlipkart and Myntra seller portalsMeesho and Nykaa operationsPricing strategy across channelsFulfilment (FB-Flipkart/FBA/self-ship)Account health across platformsReturn rate managementCategory approval and onboarding
↓ grounded in your business via
System 2 · Company Intelligence Vault (CIV)
Documents cited, never blindly absorbed — your context, always available
Feed Kabir your SOPs, product catalog, website, and org chart. Every citation is traceable to source. Documents are held as an untrusted channel — referenced, not merged into core beliefs, so a bad document can't corrupt Kabir's judgment.
Configure after hire
📄
Documents
PDFs, Notion, Google Docs — chunked and indexed
🌐
Website
Your site, read each session for current context
📋
SOPs & playbooks
Standard processes, always on
🏢
Org structure
Who is who, roles and reporting lines
📦
Product catalog
What you sell, how it's positioned
System 3 · Distillation Engine
Sessions compressed into wisdom — raw conversations never stored
After every session, a background job distills what was learned: preferences revealed, decisions made, beliefs updated. The raw transcript is discarded. Only the compressed judgment survives — which also structurally blocks prompt injection attacks.
After every session
⚗️
Preference extraction
Communication style, format preferences, quality standards — extracted, not copied
🔒
Injection barrier
Schema-level protection — injected instructions structurally cannot survive distillation
📐
Decision capture
What was approved, rejected, or escalated — and why
🔄
Belief updates
What was learned this session, and how it updates the working model
System 4 · Compounding Knowledge Graph (CKG)
Beliefs that decay, compound, and never silently overwrite each other
Bitemporal storage — every belief has an event_time and ingestion_time, so you can replay Kabir's state at any past moment. Ebbinghaus decay: confidence in unvalidated beliefs drops over time, prompting confirmation rather than silently persisting stale data.
Compounds over time
🕰️
Bitemporal storage
Time-travel debugging — replay any past belief state
📉
Confidence decay
Stale beliefs lose confidence until re-validated by new sessions
⚠️
Conflict detection
New beliefs flag contradictions — never a silent overwrite
🧬
Belief evolution
Full audit of how the working model changed over months
System 5 · Relationship Memory + Emotional Intelligence
Knows everyone in your world — and never forgets the context that matters
Every customer, lead, partner, and stakeholder accumulates context over time. Communication style preferences, interaction history, implicit commitments, relationship dynamics — all retained so Kabir never re-introduces anyone.
Builds after hire
🎯
Leads & prospects
Qualification history, interaction log, next steps
🤝
Customers
Deal context, preferences, relationship health
🔗
Partners
Context, agreements, relationship dynamics
💭
Communication style
How each person prefers to be spoken with
System 6 · Proactive Intelligence Network (PIN)
Kabir watches specific signals — and briefs you before you ask
Event subscriptions, not cron polls. Kabir watches domain-specific signals that actually matter for their function. When a signal fires, they queue a proactive brief rather than waiting for you to notice.
Always watching
Kabir's 7 active watch patterns
WATCH
MAP violation detected on any marketplace listing
WATCH
Seller rating dropping below 4.0 on any platform (review management priority)
WATCH
BSR rank declining >20 positions in primary category (ranking intervention needed)
WATCH
FBA/FBF storage fees exceeding budget for slow-moving SKUs
WATCH
Public complaint or 1-star review from a high-order-value customer
WATCH
Listing suppressed or flagged on any platform (content compliance issue)
WATCH
Return rate exceeding category average by >5 points (quality or description issue)
System 7 · Action Layer — Trust Ladder
Four autonomy modes — capabilities earn trust, not time
Kabir starts at Research Only. Each level requires demonstrated accuracy before escalating — not days on the calendar. You can also grant or revoke autonomy per-task type at any time.
Starts: Research Only
Research Only
BSR and ranking trend analysisCompetitor listing and pricing researchReview sentiment analysis
Draft for Approval
Listing content and pricing strategySponsored placement campaign briefsExternal traffic plan
Act with Notification
Review responses from approved template libraryMAP violation reporting and escalation
Fully Autonomous
None by default — owner unlocks after track record demonstrated
System 8 · Meeting Intelligence Loop
Pre-brief → live notes → action items owned to completion
The gap no competitor fills. Most AI tools stop at the meeting. Kabir briefs you before, captures decisions during, extracts action items after, and follows each item to completion — no decisions lost, no follow-through broken.
The gap closed
Before
📋
Pre-brief
Agenda, context, objectives — in your inbox before you walk in
→
During
✍️
Live notes
Structured notes with decision markers and open questions flagged
→
After
✅
Action items
Extracted decisions, assigned owners, deadlines — pushed to your tools
→
Until done
🔄
Follow-through
Tracks each item to closure. Flags stalled items before they become forgotten commitments
System 9 · Outcome Attribution
Tracks what worked, what failed, and why — so mistakes don't repeat
Kabir owns their KPIs. Every outcome — good or bad — feeds back into their judgment. Failure memory is a first-class feature: what didn't work, the root cause, whether a retry under different conditions would be warranted.
Self-reporting
Kabir's 6 owned KPIs
KPI
Seller rating by platform (target: >4.2 on all active marketplaces)
KPI
Category BSR rank for top 10 SKUs
KPI
Fulfillment cost per unit (FBA/FBF vs self-fulfillment comparison)
KPI
MAP compliance rate across all listing instances
KPI
Sponsored placement ROAS by platform
KPI
Return rate vs category average
System 10 · Cross-Employee Cortex (CEC)
Persistent shared intelligence across every employee you hire
When Kabir discovers something that changes how the business should operate, that organizational intelligence is available to every other employee — without a meeting, without a memo, without anyone remembering to tell anyone.
Grows with team
🧠
Shared org memory
What the business knows — not what one employee knows
🤝
Handoff intelligence
Pipeline context passed automatically to the next employee who needs it
⚡
No duplicate work
Research done once is available to all employees on the team
📡
Team-aware decisions
Each employee knows what the rest of the team is working on