Now Enrolling — AI Training Cohorts 2026

AI Agent Training, RAG, Automation for teams that ship.

Corporate AI training and consulting for supply chain, quick commerce, and operations teams. Learn to build agents, deploy RAG, and automate workflows — taught by someone who's shipped them.

AI Agent Training RAG Workshops Corporate Classes Quick Commerce eCommerce Warehouse Ops
TRUSTED BYBlinkit · Zepto · Flipkart · HP
Hareekrishna Ravichandran
FOUNDER · AI TRAINER · SUPPLY CHAIN CONSULTANT
12+
YEARS
5+
TIER-1 COS
B
GMV SCALE
2
MARKETS
AI Agent TrainingRAG WorkshopsCorporate Online ClassesAI AutomationLangChainLlamaIndexVector DatabasesMulti-Agent SystemsQuick Commerce OpsWarehouse DesignISO 45001Last-Mile Ops AI Agent TrainingRAG WorkshopsCorporate Online ClassesAI AutomationLangChainLlamaIndexVector DatabasesMulti-Agent SystemsQuick Commerce OpsWarehouse DesignISO 45001Last-Mile Ops
01
AI Training Programs

Corporate AI classes
that actually ship.

Hands-on, cohort-based training for operations, supply chain, and analytics teams. Every module ends with a working artifact your team can deploy.

🤖
4-WEEK COHORT

AI Agent Training Program

FOR OPERATIONS, PRODUCT & TECH LEADS

Learn to design, build and deploy AI agents that handle real business workflows — from procurement to customer support to warehouse operations.

  • Build a working multi-agent system in Week 2
  • Deploy agents that integrate with Slack, email, and internal tools
  • Master tool-calling, function-calling, and agentic orchestration
  • Ship at least one production agent by end of program
LIVE ONLINE · 8 sessions · Small cohorts
📚
3-WEEK COHORT

RAG Training Workshop

FOR DATA, ANALYTICS & KNOWLEDGE TEAMS

Retrieval-Augmented Generation from scratch. Chunking, embeddings, vector databases, hybrid search, evaluation — build a RAG system on your own company data.

  • Deploy a RAG chatbot on your company's SOP or knowledge base
  • Master chunking strategies, embeddings, and re-ranking
  • Set up vector databases (Pinecone, Weaviate, Chroma)
  • Learn evaluation frameworks and hallucination reduction
LIVE ONLINE · 6 sessions · Hands-on projects
CUSTOM DURATION

AI Automation for Operations

FOR SUPPLY CHAIN & OPERATIONS TEAMS

Automate the boring stuff. GRN processing, invoice matching, exception handling, forecasting, KPI tracking — using LLMs, agents, and no-code AI tools.

  • Automate 40%+ of repetitive ops workflows
  • Build AI-powered demand forecasting systems
  • Deploy agentic GRN and inbound QC automation
  • Set up NPS/CSAT sentiment pipelines using LLMs
ON-SITE OR ONLINE · Tailored to your ops stack
🎓
ENTERPRISE

Corporate Online Classes

FOR L&D TEAMS & LARGE ORGANIZATIONS

Custom-designed AI training for your entire organization. Bespoke curriculum, live cohorts, recorded content, and certification tracks tailored to your industry.

  • Custom curriculum aligned with your business use cases
  • Live and recorded delivery for global teams
  • Cohort management, progress tracking, and reporting
  • Post-training implementation support
ENTERPRISE · 50+ learners · Full LMS integration
02
Common Problems I Solve

Does this sound
like your business?

Across AI adoption, supply chain operations, and quick commerce — these are the pain points I hear from clients every week.

Your team wants to use AI but doesn't know howEveryone is talking about LLMs, agents, RAG — but no one on your team has actually shipped one
Manual operations, no automationGRN, invoicing, forecasting done on Excel and WhatsApp. Massive time drain.
Warehouse productivity is fallingUPH declining, pick errors rising, floor utilisation poor
Inventory accuracy below 98%IRA issues causing stockouts, customer complaints, revenue loss
Dark stores or last-mile ops not profitableCPO too high, rider productivity low, delivery SLA slipping
You need ISO 45001 certificationFailed audits, no documented quality system, ISO gaps
SCM damage and returns are eating marginsNo clear returns management, damage costs untracked
Your consulting or ops team needs AI upskillingDomain experts who need to learn agents, RAG, and automation fast
03
Consulting Services

Beyond training —
hands-on consulting.

When you need someone to diagnose, redesign, and execute — not just teach. Every engagement is outcome-driven.

AIAUTOMATION

AI Integration & Agentic Workflows

↗ Automate 40%+ of repetitive ops tasks

Deploy AI agents across procurement, GRN, exception handling, forecasting, and customer support. Multi-agent orchestration, RAG pipelines, and LLM-powered SOP generation.

OPERATIONSAUDIT

Operations Audit / Warehouse Audit / Last-Mile Audit

↗ Reduce operating cost by up to 20%

End-to-end operational diagnostic — warehouse, dark store, or last-mile. UPH, IRA, CPO, SLA benchmarking with prioritised improvement roadmap.

DESIGNWAREHOUSE

Motherhub & Warehouse Design

↗ Cut warehouse operating cost by up to 18%

Layout, slotting logic, cross-docking, and manpower modelling for motherhubs and fulfilment centres at any scale.

3PLCONTRACTS

3PL, Real Estate & Contracting

↗ Optimise 3PL costs and lease terms

CPS rate modelling, SLA structuring, penalty frameworks, warehouse contracting, real estate advisory, and 3PL transition planning.

PEOPLELAST-MILE

Last-Mile Manpower & Attrition

↗ Reduce manpower attrition below 8%

Headcount models, shift design, manpower consultant management, labour contracts, and attrition control frameworks.

NETWORKLOCATION

Supply Chain Network Design

↗ Find best warehouse locations via demand modelling

DC-to-pincode mapping, hub optimisation, dark store site selection, rental trend analysis, warehouse networking.

ISOQUALITY

ISO 45001 Audit & Certification

↗ Achieve ISO certification in 90–120 days

ISO 9001 / 14001 / 45001 gap assessment, documentation, SOP alignment, audit preparation, and certification readiness.

RETURNSDAMAGES

SCM Returns & Damage Management

↗ Recover 30–50% of SCM damage losses

Returns policy design, damage cost attribution, reverse logistics SOP, vendor claim processes, return-to-stock workflows.

GREENEV

Alternative Delivery Models

↗ Lower last-mile fuel cost by 25%+

Solar delivery fleet design, battery-swapping network, EV transition ops, cost-benefit modelling, and rollout planning.

04
Case Studies

Real problems.
Real results.

Outcomes are real. Details anonymised to protect client confidentiality.

AI · Agentic Procurement Workflow
PROBLEMProcurement team spending 30+ hours/week on RFQ collection, vendor comparison and PO drafting
ACTIONBuilt multi-agent workflow using LangChain — RAG on vendor database, agent for RFQ generation, comparison and PO drafting
RESULTProcurement cycle time reduced from 6 days to 1.5 days. 70% reduction in manual effort.
-70%
Manual effort
1.5d
Cycle time
Quick Commerce · Dark Store Ops
PROBLEMInventory accuracy at 93% causing stockouts and customer complaints across 20+ dark stores
ACTIONRedesigned warehouse processes, cycle-count cadences, shrinkage code classification and root-cause SOPs
RESULTIRA restored to 98.8% within 6 weeks, shrinkage value reduced by 70%
93%
Before
98.8%
After
-70%
Shrinkage
Quick Commerce · Productivity
PROBLEMUPH at 92 — well below category benchmark, causing high cost per order
ACTIONRe-slotted dark store, redesigned pick-path sequencing, introduced time-motion benchmarking
RESULTUPH improved to 128 across cluster. CPO fell 18% within 8 weeks
92
Before
128
After
-18%
CPO
Corporate AI Training
PROBLEMOps team of 40 needed to adopt AI but had zero programming background
ACTIONCustom 6-week AI training program — RAG on their SOPs, agents for GRN automation, no-code deployment paths
RESULT32 of 40 completed the program. 8 production agents deployed. Team now self-sufficient.
32/40
Completed
8
Agents live
05
Industries I Serve

Sectors I know
deeply.

AI training and consulting delivered across these verticals, with domain expertise built from ground-level execution.

🤖

AI & Automation

Agent training, RAG deployment, LLM ops, automation stacks

Quick Commerce

Dark stores, 10-min delivery, brand incubation, category ops

📦

eCommerce & Retail

FC design, last-mile, returns, sortation, compliance

🏭

Manufacturing

Should-cost, contract mfg, ISO certification, BOM engineering

💻

Electronics & ITAD

Laptop rentals, refurbishment, recycling, EPR advisory

🛒

D2C Brands

Supply chain design, 3PL selection, inventory planning

🚚

3PL & Warehousing

Ops optimisation, MHE design, ISO readiness, contracting

🎓

L&D / Enterprise

Corporate AI training, custom curriculum, cohort management

06
Transparent Pricing

Simple, honest
engagement pricing.

Every engagement starts with a free 30-minute discovery call. Then choose what fits your need.

ENTRY POINT
Strategy Call
₹6,000 / 60 min
Focused session on a specific problem — AI adoption, operations, or training strategy. You get clear next steps.
  • 60-minute deep-dive
  • Problem diagnosis
  • Prioritised action list
  • Recording + notes
Book this
TRAINING
AI Training Cohort
Starting ₹25,000 / seat
Public cohorts for AI Agent, RAG, or AI Automation programs. Corporate group rates available.
  • 4–6 week live cohort
  • Small group (12 max)
  • Hands-on projects
  • Lifetime recordings
  • Certificate of completion
Book this
ENTERPRISE
Custom Engagement
Custom Quote
Bespoke corporate training or multi-workstream transformation projects.
  • Scoped to your need
  • Multi-workstream
  • AI + ops combined
  • NDA-protected
  • Outcome-based milestones
Book this
07
How I Work

Diagnosis first.
Then fix.

No generic frameworks. Every engagement starts with real discovery — floor teams, dashboards, actual data.

01

Book a Discovery Call (Free · 30 min)

Map your current state — pain points, growth targets, whether you need training, consulting, or both. No obligation.

02

Diagnostic or Curriculum Design (1–2 weeks)

Deep dive into data or map your team's AI learning path. Field visits or team assessments where possible.

03

Roadmap or Cohort Plan

Prioritised improvement roadmap for consulting engagements. Cohort structure, module design, and outcomes for training.

04

Delivery & Tracking

Hands-on through implementation or live cohort delivery. Weekly check-ins, metric tracking, and course-correction as standard.

08
Testimonials

What people
say about the work.

The AI agent training was the first program where our ops team actually shipped something. In 4 weeks, we had 3 working agents in production.
Head of Operations
SUPPLY CHAIN STARTUP · BENGALURU
Hareekrishna redesigned our motherhub ops in under 3 weeks. Outbound SLA went from 91% to 99% within a month.
Head of Supply Chain
TIER-1 QUICK COMMERCE · INDIA
Rare to find someone who understands both operations and AI. His RAG workshop paid for itself within a month — our team built a knowledge assistant we still use daily.
Co-founder & COO
D2C BRAND · DELHI NCR
09
Free Resources

Free guides to help
you start.

Practical resources from real experience. Downloadable PDFs — use them to diagnose problems, benchmark ops, or prep before an engagement.

AI GUIDE

AI Agent Starter Guide

From zero to your first working agent — frameworks, tools, and step-by-step build in 30 pages.

FREE PDF
AI PLAYBOOK

RAG Implementation Playbook

The complete guide to building production RAG — chunking, embeddings, vector DBs, evaluation.

FREE PDF
GUIDE

Top Warehouse KPIs Every Ops Leader Should Track

The 15 metrics that separate high-performing warehouses from the rest — with benchmarks.

FREE PDF
PLAYBOOK

Quick Commerce Operations Playbook

Dark store setup, slotting logic, UPH benchmarks, and common failure modes in 10-min delivery.

FREE PDF
CHECKLIST

Warehouse Audit Checklist (50 Points)

Run your own warehouse health check with this 50-point checklist used in real ops audits.

FREE PDF
ROADMAP

AI Adoption Roadmap for Ops Teams

A 90-day roadmap to move your operations team from AI-curious to AI-shipping.

FREE PDF

Free AI &
Ops Health Check

A 10-minute assessment. Get a personalised report on where your operations and AI readiness stand — plus the quick wins.

Benchmark your UPH, IRA, CPO against industry
Assess AI readiness across your ops team
Identify your top 3 opportunities
Free 15-minute call to walk through results

Start Your Free Assessment

10
About

Operator turned
AI trainer & advisor.

I'm Hareekrishna Ravichandran — a supply chain and operations leader with 12 years of ground-level execution across India's fastest-growing platforms. Blinkit, Zepto, Flipkart, HP, ofo.

Today I focus on two things: teaching operations teams how to build with AI (agents, RAG, automation), and consulting on the hardest supply chain problems — warehouse design, dark store ops, and network strategy.

If your team wants to learn AI properly, or your operations need real transformation — I can help with both.

Profile 🎯
Career Track
HP
Flipkart
Blinkit
Zepto
ofo
AI & Training Focus
AI Agents
RAG
LangChain
LlamaIndex
Vector DBs
Multi-Agent Systems
LLM Ops
AI Automation
Corporate Training
Consulting Expertise
Quick Commerce
Warehouse Ops
Motherhub
3PL / CPS
Last-Mile
GRN / IRA
Dark Store
ISO 45001
SCM Returns
Manpower Planning
Attrition Control
Should-Cost
Contract Mfg
Network Design
Geographies
India (Pan)
UAE / GCC
The Conversation Starts Here

Ready when
you are, let's chat.

Whether you're training a team on AI, fixing an ops problem, or just exploring — a 30-minute call costs nothing and always leaves you with something useful.

// AI training // Ops audits // Free discovery calls
SCROLL TO BOOK
11
Book a Discovery Call

Let's talk about
your next move.

AI training for your team, or a consulting engagement — the first 30-minute call is always free.

LocationBengaluru, India · Remote & Travel OK
NOW ENROLLING — AI TRAINING COHORTS