INDIA'S PRODUCTIVITY PLAYBOOK
In a country with the world's youngest workforce, automation alone is not the answer to improve productivity.
MANOMATION™ is a new operating framework- where human capability is amplified by intelligent, cost effective automation in picking, kitting, feeder functions to deliver productivity, diversity and scale. This is how India builds globally competitive operations without losing its human edge.
What is MANOMATION?
‘Human Capital’ × ‘Automation Efficiency’ = ‘MANOMATION’
MANOMATION™ is Greendzine's proprietary growth framework designed for labour-surplus markets such as India. It enables human labour and automation to co-create value, delivering measurable gains in efficiency and productivity while preserving workforce inclusivity. This framework allows businesses to scale sustainably in picking, kitting and putaway functions, without sacrificing human potential or triggering workforce displacement.
Increase in
Productivity
Reduction in
Picker Fatigue
Reduction in
Training Cost
Accuracy in
Picking
THE FUTURE ISN'T
AUTOMATION VS HUMANS
In India, despite a workforce of over 450 million, productivity in warehouses and factories remains 30-40% below global benchmarks due to attrition, working environment and skill-pay variability. Pure automation struggles in India's unstructured, high SKU, demand-volatile environments and requires high capex with long ROI cycles.
MANOMATION™ combines human judgement with targeted automation to 30% productivity gains and 15-20% reduction in operating cost, enabling businesses to scale sustainably without displacing human potential.
MOPTro WASP
Why MANOMATION?
LABOUR ALONE CANNOT SCALE ANYMORE
High Attrition & Variability in Throughput
MANOMATION STABILIZES OUTPUT
PURE AUTOMATION FAILS IN INDIA
SKU Challenges,
Poor Infrastructure
MANOMATION GIVES FASTER ROI
PRODUCTIVITY WITHOUT DISRUPTION
30% Efficiency,
100% Less Error
MANOMATION UPSKILLS LABOUR
FUTURE-READY WORKFORCE
Human + Machine
Partnership
MANOMATION IMPROVES ESG
FROM COST TO COMPETITIVE EDGE
Predictable performance & Lower costs
'MANOMATION INSIDE' ADVANTAGE
LOWER OPERATIONAL COST
AND HIGHER CONSISTENCY
MOPTro plays a central role in delivering lower operational cost and higher productivity through MANOMATION™. It scientifically maps human effort, machine potential and process bottlenecks to identify where MANOMATION creates the maximum impact with the least disruption.
By eliminating fatigue-driven inefficiencies and deploying MOPTro to higher-value tasks, this reduces excess manpower, overtime and rework, key cost leakages in Indian operations. The outcome is faster ROI, predictable performance and scalable growth, without heavy capex or workforce displacement.
MOPTro SNAIL
The MANOMATION Framework
HIGHER PRODUCTIVITY AT LOWER HUMAN FATIGUE AND COST
​
Human fatigue drops by 80%, as walking, pushing and load-pulling are fully removed from operations. MOPTro's onboard path-optimization algorithm and smart picking system ensure zero picking errors. Faster cycle times and higher utilization drive a
15–20% reduction in Labour cost per unit.
The outcome: higher productivity, healthier workers, and structurally lower operating costs.
MOPTro LITE
MOPTro ®
LITE
Why you need to MANOMATE?
Lower Cost per Order Fulfilled
Scalable Across 3PLs, Auto, Retail & Manufacturing
Instant Productivity Uplift Without Heavy Capex Investment
Real-Time Visibility of Operations
Reduced Productivity Losses from Heat, Fatigue & Attrition
FEWER ERRORS, FASTER
WORKFLOWS, BETTER
THROUGHPUT
Manomation orchestrates humans and MOPTro to work as one system, eliminating fatigue driven mistakes and process friction. By applying targeted MANOMATION™ where it matters most, it reduces errors upto 100% and improves cycle times by 20-30%. The result is higher throughput per worker, per shift and per facility - without workforce displacement or heavy capex.
MOPTro SNAIL
MANOMATION & MOPTro matters for India
Young Workforce × Automation Reality
Manomation aligns people and machines for higher output​​
Climate-Resilient Operations
MOPTro’s reduce fatigue, enables adaptive operations​​
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​​Productivity Gap Closure
MOPTro drives measurable efficiency gains without large capex
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​Cost-Effective Scale for Companies
Manomation is affordable, fast to deploy, and scalable—critical for Indian companies​
Formalising the Informal Workforce
MOPTro converts informal labour into data-visible, performance-linked human capital​​
​​Make in India & Viksit Bharat Enabler
Manomation strengthens domestic manufacturing while supporting national priorities
​ESG-Ready Growth Model
Human-centric productivity improves labour welfare, reduces attrition, and increases ROI
A BLEND OF HUMAN
POWER AND AUTOMATION'S
EFFICIENCY
In India, where manual processes still account for 60-70% of shop-floor and warehouse picking operations.
MOPTro can efficiently deliver measurable performance gains through MANOMATION™. This human-machine collaboration improves productivity by 20-30% and reduces errors.
Worker utilization increases without increasing headcount, while dependency on overtime and rework drops sharply.
MOPTro LITE
Automation ROI - AMR/ASRS
Investment ₹2 Cr- ₹10 Cr
ROI 5-8 YRS
INFRA - GREENFIELD
PRODUCTIVITY 30% - 50%
Manomation ROI - MOPTro
Investment ₹5 L - ₹3 Cr
ROI 2-3 YRS
INFRA - PLUG & PLAY
PRODUCTIVITY 20% - 30%
What is ROI for MANOMATION
MANOMATION INDEX Calculator
You measure ESG for sustainability. Now measure MANOMATION for productivity
Click to calculate your MI score
Coming soon
Do you want to MANOMATE your picking?
Curious to learn more about our work or have a specific query? Don't hesitate to get in touch. We're here to collaborate, engage, and drive the Manomation movement forward.
Get in Touch
info@greendzine.in (For general enquiry)
sales@greendzine.in (For sales enquiry)
Our customer success team will respond to your email request within 24 business hours