The Last Mile Is a Battlefield. The Leaders Who Win It Are Built Differently From Those Who Ran Warehouses.
Grafa's Logistics Hub maps 2,900+ supply chain, 3PL, cold chain, and quick commerce operations leaders — tracking who can deliver both at scale and at speed in India's most demanding fulfilment environments.
2,900+
Logistics Leaders Mapped
Quick Commerce
10-Minute Ops Covered
Cold Chain
Specialised Segment
Cross-Border
EXIM + Port Leadership
Talent Hub
Your Logistics Talent Pool. Warehouse to Last Mile.
From Delhivery's operations architects to Blinkit's 10-minute logistics chiefs to Maersk India's cross-border leaders — Grafa maps the full supply chain leadership spectrum.
Supply Chain & Fulfilment Map
3PL, quick commerce, cold chain, and cross-border — leaders mapped by delivery model, asset intensity, and technology adoption.
Quick Commerce Operations Tracker
Blinkit, Zepto, and Instamart need operations leaders who think in minutes. Grafa tracks the emerging pool of sub-10-minute logistics executives.
Tech-in-Logistics Readiness
AI route optimisation, warehouse robotics, and real-time tracking — leaders scored on logistics technology adoption alongside traditional operations depth.
COO · 17 yrs
Delhivery → Blue Dart (FedEx)
VP Operations · 13 yrs
Blinkit → Zepto
Head of Cold Chain · 15 yrs
Snowman Logistics → Mahindra Logistics
Speed
JD to Ranked Longlist. Two Minutes. Any Delivery Model.
Grafa parses fulfilment type, delivery speed, and asset model — matching supply chain leaders to your exact operational context.
Write or Upload JD
Plain language or existing document — Grafa parses intent, not just keywords.
AI Parses Requirements
Role seniority, Logistics sector, function, must-haves, and success criteria extracted in seconds.
Searches Logistics Hub
2926+ pre-researched Logistics leaders queried against your parsed requirements.
Scores 7 Fit Dimensions
Domain, seniority, skills, experience, location, pedigree, certifications — all weighted.
Ranked Longlist + Qs
10–20 prioritised profiles with fit rationale and tailored screening questions.
Live example
“VP Operations for quick commerce, sub-15-minute delivery experience, 500+ dark store network management, warehouse robotics implementation background” → 11 ranked logistics profiles with quick commerce experience and technology-adoption scores. Ready in under 2 minutes.
Automation
Everything Automated. Except the Judgment That Manages Chaos.
From route efficiency benchmarking to cold chain compliance verification — Grafa automates the operational analysis so you focus on leadership resilience and crisis management capability.
What Grafa handles
- JD parsing with fulfilment type and delivery-speed extraction
- Quick commerce and dark store operations experience scoring
- Cold chain temperature compliance and FSSAI verification
- Route efficiency benchmark analysis and technology adoption scoring
- Cross-border EXIM regulatory and customs compliance check
- Warehouse automation and robotics capability assessment
- Logistics compensation benchmarking across 3PL and quick commerce
- Reference coordination with competitive logistics sensitivity
What stays human
Crisis operations assessment
Logistics breaks during festivals, monsoons, and demand spikes. A leader's crisis management temperament is assessed in person.
Driver and workforce culture
Managing 10,000 delivery partners is a leadership challenge unlike any office-based role. That on-ground leadership style is evaluated face to face.
Scale vs. speed trade-off
Quick commerce and traditional logistics optimise for different things. A leader's philosophical alignment with your model matters.
The Grafa principle
“The supply chain that delivers in 10 minutes was built by a leader who planned for 10 months.”
Interview Intelligence
AI in Every Interview. Operations-Deep. Investor-Ready.
Grafa scores logistics leaders on operational scale, technology fluency, and crisis resilience — producing evidence for boards and investors in India's logistics revolution.
Operations Narrative Capture
Dark store scaling stories, cross-border logistics challenges, and automation deployments — captured verbatim for the hiring committee.
Logistics Leadership Scoring
Operational scale · Delivery speed · Technology adoption · Crisis resilience · Cost efficiency — scored against your specific requirements.
Evidence-Based Operations Case
Each recommendation links delivery metrics, cost per shipment improvements, and scale achievements directly from the interview.
Investor & Board Dashboard
Logistics hires in VC-backed and PE-backed companies require investor-grade assessment. Grafa produces exactly that.
“…scaled the dark store network from 120 to 480 locations in 9 months, reducing average delivery time from 18 to 11 minutes while maintaining order accuracy above 99.2%.”
“What was your approach when the monsoon disrupted 40% of your delivery network last year?”
Live Assessment
Grafa Recommendation
Strong Hire · Present to CEO & Board
Live assessment during a coo assessment interview session. Names anonymised. All data stays within your Grafa workspace.
Roles · Logistics & Supply Chain
Every Logistics Leadership Role. One Platform.
From quick commerce COOs to cross-border logistics heads to cold chain pioneers — Grafa maps the full supply chain leadership spectrum.
Why Logistics Search Breaks Down — And How Grafa Fixes It
Quick commerce created an 18-month-old talent pool
Sub-10-minute delivery leadership didn't exist before 2023. Grafa tracks the 150 executives who have genuine quick commerce operational experience — a pool that's growing but still tiny.
Cold chain leadership is chronically scarce
Snowman, Coldex, and Mahindra Logistics Cold Chain need leaders who understand temperature compliance, FSSAI food safety, and pharma cold chain. The total available pool is under 100.
Cross-border logistics needs EXIM regulatory depth
JNPT, MICT, and ICD network operations require customs compliance and port operations expertise that domestic logistics leaders rarely possess.
Get started
The supply chain that delivers India's future needs leaders who move faster than the packages.
Book a demo for your logistics segment — quick commerce, 3PL, cold chain, or cross-border. We'll run a live search with your exact requirements.