Source beside the claim
Every case links to the original publication and names the exact printed pages.
/ CASE STUDIES · PUBLISHED EVIDENCE
AI at work.
Context included.
What changed, what was reported, what people still controlled, and what the evidence cannot prove. These are independent dotSuper analyses of cases published by MCCIA.
RELATIONSHIPPublished cases, not a dotSuper client list.
The work was conducted through the MCCIA Applied AI Studio. The report credits the Studio team managed by Neeraj Thakur, with Gauri Kale and Ismail Patel. dotSuper did not deliver these projects as a company. Unless stated otherwise, outcomes are organisation-reported or estimated and have not been independently audited.
/ THREE OPERATING PATTERNS
Efficiency. Planning. Discovery.
Three cases show why a useful AI story begins with the work, not the tool.
CASE 01Engineering documentation
Plastic components manufacturing
Standard Plastics
Faster technical review, documentation and customer response
3 hr → 10 mindaily task time
Read the evidence CASE 02Forecasting and procurement
Poultry and contract farming
Mayur Farms
Four years of operating data turned into planning signals
₹6–6.5Lestimated annual labour saving
Read the evidence CASE 03Website and lead generation
Food manufacturing consultancy
Infigo Research Laboratories
A discoverability and lead-qualification system for specialist expertise
~1 → 22website leads per day
Read the evidence / THE LIBRARY
Eleven cases.
No borrowed certainty.
Each analysis separates the operating constraint, intervention, reported outcome, human control, deployment status and limitation. That makes the example useful without pretending it is universal.
01MCCIA · PP. 20–21
Plastic components manufacturing
Standard Plastics
Faster technical review, documentation and customer response
3 hr → 10 mindaily task time
Open case 02MCCIA · PP. 24–25
Poultry and contract farming
Mayur Farms
Four years of operating data turned into planning signals
₹6–6.5Lestimated annual labour saving
Open case 03MCCIA · PP. 42–43
Food manufacturing consultancy
Infigo Research Laboratories
A discoverability and lead-qualification system for specialist expertise
~1 → 22website leads per day
Open case 04MCCIA · PP. 44–45
Virtual CFO and accounting services
SPM Accounting Solutions
Scanned invoices converted into structured data for review
3–4 hr → 10 min100-invoice batch
Open case 05MCCIA · PP. 30–31
Industrial compressor service
TirupatiAir Intelligence
Parts cross-referencing made faster and less error-prone
4 hrsaved per day
Open case 06MCCIA · PP. 16–17
Industrial sensors and controllers
Uni Automation India
Technical documentation accelerated before broader workflow automation
Up to 90%faster task completion
Open case 07MCCIA · PP. 40–41
Solar energy solutions
Agni Solar Systems
AI adoption extended across everyday operating workflows
~5 hrsaved per day
Open case 08MCCIA · PP. 48–49
IT services
Apprely
Prospecting and outreach organised into a more repeatable system
50–60%manual sales and marketing effort reduced
Open case 09MCCIA · PP. 14–15
Consulting
Balbird Industries
Follow-ups moved from memory into a visible operating rhythm
1.5–2 hrsaved per day
Open case 10MCCIA · PP. 50–51
Metal scrap trading
Yashatej Metal Scrap Trading
A business application built by explaining the workflow in Marathi
~2 minurgent quotation prepared
Open case 11MCCIA · PP. 52–53
CNC job-work manufacturing
Defender Technologies
Supplier enquiries consolidated into a faster procurement view
2 days → hoursprocurement and supplier evaluation
Open case / OUR EVIDENCE STANDARD
Useful claims need
useful boundaries.
Reported is not verified
Company-reported and estimated figures stay labelled. We do not convert them into dotSuper results.
Limits stay visible
Every page explains what the available evidence cannot establish and what a similar business should test.
/ FREE AI EXPLORATION · 30 MINUTES
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