100 Artificial Intelligence projects

Pharmaceutical · Kutch · 2022

Visual defect inspection — Pharmaceutical

Deep-learning vision that flags surface and assembly defects at line speed. Delivered for a pharmaceutical client in Kutch.

98%: defect recall
28: ms per part
92%: fewer escapes

Automotive · Mundra · 2020

Visual defect inspection — Automotive

Deep-learning vision that flags surface and assembly defects at line speed. Delivered for a automotive client in Mundra.

98%: defect recall
27: ms per part
84%: fewer escapes

Textile · Bharuch · 2024

Visual defect inspection — Textile

Deep-learning vision that flags surface and assembly defects at line speed. Delivered for a textile client in Bharuch.

97%: defect recall
15: ms per part
61%: fewer escapes

Electronics · Gandhinagar · 2020

Visual defect inspection — Electronics

Deep-learning vision that flags surface and assembly defects at line speed. Delivered for a electronics client in Gandhinagar.

100%: defect recall
30: ms per part
71%: fewer escapes

Ceramics · Anand · 2021

Visual defect inspection — Ceramics

Deep-learning vision that flags surface and assembly defects at line speed. Delivered for a ceramics client in Anand.

96%: defect recall
40: ms per part
61%: fewer escapes

Steel · Jaipur · 2025

Predictive maintenance — Steel

Vibration, current and thermal models that predict failures days ahead. Delivered for a steel client in Jaipur.

32%: fewer breakdowns
9.4: days warning
−31%: maintenance cost

Cement · Morbi · 2026

Predictive maintenance — Cement

Vibration, current and thermal models that predict failures days ahead. Delivered for a cement client in Morbi.

54%: fewer breakdowns
5.3: days warning
−17%: maintenance cost

Textile · Kutch · 2020

Predictive maintenance — Textile

Vibration, current and thermal models that predict failures days ahead. Delivered for a textile client in Kutch.

44%: fewer breakdowns
13.3: days warning
−29%: maintenance cost

Power plant · Rajkot · 2020

Predictive maintenance — Power plant

Vibration, current and thermal models that predict failures days ahead. Delivered for a power plant client in Rajkot.

31%: fewer breakdowns
6.6: days warning
−17%: maintenance cost

Paper mill · Bhavnagar · 2020

Predictive maintenance — Paper mill

Vibration, current and thermal models that predict failures days ahead. Delivered for a paper mill client in Bhavnagar.

51%: fewer breakdowns
8.3: days warning
−32%: maintenance cost

Retail · Kolkata · 2020

Demand forecasting — Retail

Probabilistic forecasts at SKU and store level, feeding replenishment. Delivered for a retail client in Kolkata.

−30%: forecast error
−34%: stock-outs
78k: SKUs modelled

FMCG · Mumbai · 2025

Demand forecasting — FMCG

Probabilistic forecasts at SKU and store level, feeding replenishment. Delivered for a fmcg client in Mumbai.

−33%: forecast error
−42%: stock-outs
67k: SKUs modelled

Pharma distribution · Junagadh · 2023

Demand forecasting — Pharma distribution

Probabilistic forecasts at SKU and store level, feeding replenishment. Delivered for a pharma distribution client in Junagadh.

−30%: forecast error
−47%: stock-outs
26k: SKUs modelled

Dairy · Bharuch · 2024

Demand forecasting — Dairy

Probabilistic forecasts at SKU and store level, feeding replenishment. Delivered for a dairy client in Bharuch.

−21%: forecast error
−47%: stock-outs
9k: SKUs modelled

E-commerce · Visakhapatnam · 2023

Demand forecasting — E-commerce

Probabilistic forecasts at SKU and store level, feeding replenishment. Delivered for a e-commerce client in Visakhapatnam.

−20%: forecast error
−21%: stock-outs
9k: SKUs modelled

Banking · Hyderabad · 2023

Document intelligence — Banking

OCR and language models that extract, validate and route paperwork. Delivered for a banking client in Hyderabad.

96%: field accuracy
8.7×: faster processing
11k: docs per day

Insurance · Bharuch · 2026

Document intelligence — Insurance

OCR and language models that extract, validate and route paperwork. Delivered for a insurance client in Bharuch.

96%: field accuracy
12×: faster processing
4k: docs per day

Logistics · Vadodara · 2024

Document intelligence — Logistics

OCR and language models that extract, validate and route paperwork. Delivered for a logistics client in Vadodara.

97%: field accuracy
7.4×: faster processing
34k: docs per day

Government · Visakhapatnam · 2024

Document intelligence — Government

OCR and language models that extract, validate and route paperwork. Delivered for a government client in Visakhapatnam.

99%: field accuracy
9.8×: faster processing
45k: docs per day

Healthcare · Morbi · 2020

Document intelligence — Healthcare

OCR and language models that extract, validate and route paperwork. Delivered for a healthcare client in Morbi.

98%: field accuracy
9.7×: faster processing
57k: docs per day

Government · Gandhinagar · 2021

Conversational assistant — Government

Retrieval-grounded multilingual assistant in Gujarati, Hindi and English. Delivered for a government client in Gandhinagar.

79%: queries resolved
3.5: languages
1.5 s: response time

Banking · Bharuch · 2020

Conversational assistant — Banking

Retrieval-grounded multilingual assistant in Gujarati, Hindi and English. Delivered for a banking client in Bharuch.

71%: queries resolved
4.3: languages
2.1 s: response time

Telecom · Motera, Ahmedabad · 2023

Conversational assistant — Telecom

Retrieval-grounded multilingual assistant in Gujarati, Hindi and English. Delivered for a telecom client in Motera, Ahmedabad.

86%: queries resolved
5.4: languages
2.9 s: response time

Education · Chennai · 2023

Conversational assistant — Education

Retrieval-grounded multilingual assistant in Gujarati, Hindi and English. Delivered for a education client in Chennai.

88%: queries resolved
5.5: languages
2.1 s: response time

Healthcare · Jaipur · 2022

Conversational assistant — Healthcare

Retrieval-grounded multilingual assistant in Gujarati, Hindi and English. Delivered for a healthcare client in Jaipur.

61%: queries resolved
4.5: languages
1.6 s: response time

Smart city · Nagpur · 2026

Crowd and traffic analytics — Smart city

Camera analytics counting vehicles and people with privacy masking. Delivered for a smart city client in Nagpur.

98%: count accuracy
434: cameras
271 ms: alert latency

Stadium · Chennai · 2026

Crowd and traffic analytics — Stadium

Camera analytics counting vehicles and people with privacy masking. Delivered for a stadium client in Chennai.

96%: count accuracy
612: cameras
503 ms: alert latency

Metro rail · Bengaluru · 2024

Crowd and traffic analytics — Metro rail

Camera analytics counting vehicles and people with privacy masking. Delivered for a metro rail client in Bengaluru.

98%: count accuracy
645: cameras
269 ms: alert latency

Airport · Pune · 2025

Crowd and traffic analytics — Airport

Camera analytics counting vehicles and people with privacy masking. Delivered for a airport client in Pune.

96%: count accuracy
241: cameras
521 ms: alert latency

Temple trust · Pune · 2020

Crowd and traffic analytics — Temple trust

Camera analytics counting vehicles and people with privacy masking. Delivered for a temple trust client in Pune.

99%: count accuracy
543: cameras
235 ms: alert latency

Construction · Kolkata · 2021

Worker safety vision — Construction

PPE, zone-intrusion and fall detection running fully on site. Delivered for a construction client in Kolkata.

−35%: violations
25: sites
0: faces stored

Chemicals · Surat · 2025

Worker safety vision — Chemicals

PPE, zone-intrusion and fall detection running fully on site. Delivered for a chemicals client in Surat.

−47%: violations
19: sites
0: faces stored

Ports · Dahej · 2023

Worker safety vision — Ports

PPE, zone-intrusion and fall detection running fully on site. Delivered for a ports client in Dahej.

−51%: violations
19: sites
0: faces stored

Mining · Junagadh · 2024

Worker safety vision — Mining

PPE, zone-intrusion and fall detection running fully on site. Delivered for a mining client in Junagadh.

−61%: violations
33: sites
0: faces stored

Oil & gas · Mehsana · 2026

Worker safety vision — Oil & gas

PPE, zone-intrusion and fall detection running fully on site. Delivered for a oil & gas client in Mehsana.

−62%: violations
24: sites
0: faces stored

Cotton · Junagadh · 2023

Crop health analytics — Cotton

Satellite and drone imagery models for yield, stress and disease. Delivered for a cotton client in Junagadh.

14%: yield uplift
19k: hectares
13k: farmers

Groundnut · Surat · 2020

Crop health analytics — Groundnut

Satellite and drone imagery models for yield, stress and disease. Delivered for a groundnut client in Surat.

9%: yield uplift
110k: hectares
2k: farmers

Cumin · Junagadh · 2022

Crop health analytics — Cumin

Satellite and drone imagery models for yield, stress and disease. Delivered for a cumin client in Junagadh.

16%: yield uplift
80k: hectares
20k: farmers

Sugarcane · Sanand · 2020

Crop health analytics — Sugarcane

Satellite and drone imagery models for yield, stress and disease. Delivered for a sugarcane client in Sanand.

12%: yield uplift
111k: hectares
31k: farmers

Horticulture · Visakhapatnam · 2026

Crop health analytics — Horticulture

Satellite and drone imagery models for yield, stress and disease. Delivered for a horticulture client in Visakhapatnam.

21%: yield uplift
54k: hectares
21k: farmers

Data centre · Nagpur · 2023

Energy optimisation — Data centre

Reinforcement-learning control of chillers, compressors and furnaces. Delivered for a data centre client in Nagpur.

11%: energy saved
10.8 mo: payback
3,311: t CO₂/yr avoided

Pharmaceutical · Kutch · 2026

Energy optimisation — Pharmaceutical

Reinforcement-learning control of chillers, compressors and furnaces. Delivered for a pharmaceutical client in Kutch.

12%: energy saved
16.4 mo: payback
556: t CO₂/yr avoided

Hospital · Nagpur · 2025

Energy optimisation — Hospital

Reinforcement-learning control of chillers, compressors and furnaces. Delivered for a hospital client in Nagpur.

18%: energy saved
15.9 mo: payback
2,526: t CO₂/yr avoided

Mall · Mehsana · 2021

Energy optimisation — Mall

Reinforcement-learning control of chillers, compressors and furnaces. Delivered for a mall client in Mehsana.

25%: energy saved
17.2 mo: payback
1,054: t CO₂/yr avoided

Glass · Mumbai · 2025

Energy optimisation — Glass

Reinforcement-learning control of chillers, compressors and furnaces. Delivered for a glass client in Mumbai.

11%: energy saved
17.9 mo: payback
554: t CO₂/yr avoided

Hospital · Dahej · 2020

Medical image triage — Hospital

Assistive triage for X-ray and retinal imaging with clinician review. Delivered for a hospital client in Dahej.

94%: sensitivity
3.6×: faster reporting
4.3k: scans per day

Diagnostics chain · Jamnagar · 2025

Medical image triage — Diagnostics chain

Assistive triage for X-ray and retinal imaging with clinician review. Delivered for a diagnostics chain client in Jamnagar.

94%: sensitivity
2.1×: faster reporting
8.9k: scans per day

Telemedicine · Kolkata · 2024

Medical image triage — Telemedicine

Assistive triage for X-ray and retinal imaging with clinician review. Delivered for a telemedicine client in Kolkata.

95%: sensitivity
5.5×: faster reporting
8.7k: scans per day

Eye care · Kutch · 2021

Medical image triage — Eye care

Assistive triage for X-ray and retinal imaging with clinician review. Delivered for a eye care client in Kutch.

95%: sensitivity
5×: faster reporting
11.8k: scans per day

Public health · Kolkata · 2022

Medical image triage — Public health

Assistive triage for X-ray and retinal imaging with clinician review. Delivered for a public health client in Kolkata.

96%: sensitivity
3.6×: faster reporting
10.3k: scans per day

Banking · Kutch · 2023

Fraud and anomaly detection — Banking

Graph and sequence models catching fraud and process anomalies in real time. Delivered for a banking client in Kutch.

85%: fraud caught
−66%: false positives
20k: tx per second

Insurance · GIFT City · 2022

Fraud and anomaly detection — Insurance

Graph and sequence models catching fraud and process anomalies in real time. Delivered for a insurance client in GIFT City.

73%: fraud caught
−46%: false positives
12k: tx per second

E-commerce · Jamnagar · 2022

Fraud and anomaly detection — E-commerce

Graph and sequence models catching fraud and process anomalies in real time. Delivered for a e-commerce client in Jamnagar.

89%: fraud caught
−68%: false positives
26k: tx per second

Telecom · Kutch · 2023

Fraud and anomaly detection — Telecom

Graph and sequence models catching fraud and process anomalies in real time. Delivered for a telecom client in Kutch.

90%: fraud caught
−43%: false positives
35k: tx per second

Utilities · Chennai · 2024

Fraud and anomaly detection — Utilities

Graph and sequence models catching fraud and process anomalies in real time. Delivered for a utilities client in Chennai.

81%: fraud caught
−48%: false positives
16k: tx per second

Diamond · Anand · 2025

Quality grading — Diamond

Hyperspectral and RGB grading of produce, gems and raw material. Delivered for a diamond client in Anand.

99%: grade accuracy
285: items per min
−75%: manual grading

Food processing · Bengaluru · 2021

Quality grading — Food processing

Hyperspectral and RGB grading of produce, gems and raw material. Delivered for a food processing client in Bengaluru.

98%: grade accuracy
388: items per min
−62%: manual grading

Cotton ginning · Hyderabad · 2023

Quality grading — Cotton ginning

Hyperspectral and RGB grading of produce, gems and raw material. Delivered for a cotton ginning client in Hyderabad.

95%: grade accuracy
288: items per min
−71%: manual grading

Spices · Pune · 2021

Quality grading — Spices

Hyperspectral and RGB grading of produce, gems and raw material. Delivered for a spices client in Pune.

98%: grade accuracy
345: items per min
−94%: manual grading

Seafood · Vapi · 2021

Quality grading — Seafood

Hyperspectral and RGB grading of produce, gems and raw material. Delivered for a seafood client in Vapi.

98%: grade accuracy
132: items per min
−68%: manual grading

Logistics · Gandhinagar · 2024

Route and fleet optimisation — Logistics

Vehicle routing and dispatch optimisation with live traffic. Delivered for a logistics client in Gandhinagar.

−15%: km driven
448: vehicles
98%: on-time

Dairy · Kolkata · 2022

Route and fleet optimisation — Dairy

Vehicle routing and dispatch optimisation with live traffic. Delivered for a dairy client in Kolkata.

−11%: km driven
797: vehicles
99%: on-time

Waste management · Dahej · 2024

Route and fleet optimisation — Waste management

Vehicle routing and dispatch optimisation with live traffic. Delivered for a waste management client in Dahej.

−21%: km driven
920: vehicles
91%: on-time

Ambulance · Chennai · 2024

Route and fleet optimisation — Ambulance

Vehicle routing and dispatch optimisation with live traffic. Delivered for a ambulance client in Chennai.

−17%: km driven
84: vehicles
92%: on-time

Gas distribution · Pune · 2025

Route and fleet optimisation — Gas distribution

Vehicle routing and dispatch optimisation with live traffic. Delivered for a gas distribution client in Pune.

−16%: km driven
620: vehicles
98%: on-time

Banking · Morbi · 2024

Speech analytics — Banking

Call transcription, sentiment and compliance scoring in Indian languages. Delivered for a banking client in Morbi.

100%: calls analysed
11.7%: WER
−82%: QA cost

Telecom · Delhi NCR · 2022

Speech analytics — Telecom

Call transcription, sentiment and compliance scoring in Indian languages. Delivered for a telecom client in Delhi NCR.

100%: calls analysed
11.7%: WER
−66%: QA cost

Insurance · Mehsana · 2023

Speech analytics — Insurance

Call transcription, sentiment and compliance scoring in Indian languages. Delivered for a insurance client in Mehsana.

100%: calls analysed
12.9%: WER
−83%: QA cost

Healthcare · Nagpur · 2022

Speech analytics — Healthcare

Call transcription, sentiment and compliance scoring in Indian languages. Delivered for a healthcare client in Nagpur.

100%: calls analysed
10.7%: WER
−53%: QA cost

Government · Sanand · 2026

Speech analytics — Government

Call transcription, sentiment and compliance scoring in Indian languages. Delivered for a government client in Sanand.

100%: calls analysed
6.9%: WER
−83%: QA cost

Chemicals · Delhi NCR · 2024

Process yield optimisation — Chemicals

Models that recommend set-points to lift yield and cut scrap. Delivered for a chemicals client in Delhi NCR.

+6.7%: yield
−16%: scrap
729: batches modelled

Pharmaceutical · Pune · 2021

Process yield optimisation — Pharmaceutical

Models that recommend set-points to lift yield and cut scrap. Delivered for a pharmaceutical client in Pune.

+5.8%: yield
−22%: scrap
13,996: batches modelled

Plastics · Surat · 2020

Process yield optimisation — Plastics

Models that recommend set-points to lift yield and cut scrap. Delivered for a plastics client in Surat.

+6.8%: yield
−43%: scrap
13,719: batches modelled

Steel · Dahej · 2020

Process yield optimisation — Steel

Models that recommend set-points to lift yield and cut scrap. Delivered for a steel client in Dahej.

+2.5%: yield
−21%: scrap
11,807: batches modelled

Glass · Motera, Ahmedabad · 2023

Process yield optimisation — Glass

Models that recommend set-points to lift yield and cut scrap. Delivered for a glass client in Motera, Ahmedabad.

+5.1%: yield
−24%: scrap
18,212: batches modelled

Retail · Jaipur · 2025

Retail shelf intelligence — Retail

Shelf-camera models tracking planogram compliance and gaps. Delivered for a retail client in Jaipur.

90%: compliance
251: stores
−14%: lost sales

FMCG · Morbi · 2023

Retail shelf intelligence — FMCG

Shelf-camera models tracking planogram compliance and gaps. Delivered for a fmcg client in Morbi.

92%: compliance
114: stores
−15%: lost sales

Pharmacy chain · Junagadh · 2022

Retail shelf intelligence — Pharmacy chain

Shelf-camera models tracking planogram compliance and gaps. Delivered for a pharmacy chain client in Junagadh.

91%: compliance
406: stores
−27%: lost sales

Electronics retail · Mundra · 2023

Retail shelf intelligence — Electronics retail

Shelf-camera models tracking planogram compliance and gaps. Delivered for a electronics retail client in Mundra.

96%: compliance
482: stores
−22%: lost sales

Supermarket · Vapi · 2021

Retail shelf intelligence — Supermarket

Shelf-camera models tracking planogram compliance and gaps. Delivered for a supermarket client in Vapi.

90%: compliance
21: stores
−27%: lost sales

Automotive · Surat · 2024

Generative design assistant — Automotive

Generative models proposing CAD variants under engineering constraints. Delivered for a automotive client in Surat.

14×: design iterations
−23%: mass
7.9: weeks saved

Aerospace · Nagpur · 2023

Generative design assistant — Aerospace

Generative models proposing CAD variants under engineering constraints. Delivered for a aerospace client in Nagpur.

27×: design iterations
−32%: mass
8.3: weeks saved

Consumer products · Morbi · 2020

Generative design assistant — Consumer products

Generative models proposing CAD variants under engineering constraints. Delivered for a consumer products client in Morbi.

5×: design iterations
−40%: mass
3.9: weeks saved

Medical devices · Hazira · 2026

Generative design assistant — Medical devices

Generative models proposing CAD variants under engineering constraints. Delivered for a medical devices client in Hazira.

24×: design iterations
−21%: mass
4.3: weeks saved

Machinery · Morbi · 2022

Generative design assistant — Machinery

Generative models proposing CAD variants under engineering constraints. Delivered for a machinery client in Morbi.

15×: design iterations
−33%: mass
7.4: weeks saved

Urban planning · Hazira · 2023

Satellite change detection — Urban planning

Earth-observation models detecting construction, encroachment and damage. Delivered for a urban planning client in Hazira.

45k: km² monitored
89%: detection precision
4.9 days: revisit

Forestry · Mehsana · 2026

Satellite change detection — Forestry

Earth-observation models detecting construction, encroachment and damage. Delivered for a forestry client in Mehsana.

60k: km² monitored
95%: detection precision
5.1 days: revisit

Mining · Vapi · 2020

Satellite change detection — Mining

Earth-observation models detecting construction, encroachment and damage. Delivered for a mining client in Vapi.

21k: km² monitored
89%: detection precision
3.9 days: revisit

Disaster management · Kolkata · 2025

Satellite change detection — Disaster management

Earth-observation models detecting construction, encroachment and damage. Delivered for a disaster management client in Kolkata.

5k: km² monitored
95%: detection precision
6.6 days: revisit

Railways · Pune · 2026

Satellite change detection — Railways

Earth-observation models detecting construction, encroachment and damage. Delivered for a railways client in Pune.

13k: km² monitored
88%: detection precision
3.4 days: revisit

Agriculture · Junagadh · 2026

Edge AI camera — Agriculture

A custom low-power camera running vision models without the cloud. Delivered for a agriculture client in Junagadh.

2.7 W: power draw
119 days: battery
2,897: units deployed

Smart city · GIFT City · 2023

Edge AI camera — Smart city

A custom low-power camera running vision models without the cloud. Delivered for a smart city client in GIFT City.

4.1 W: power draw
118 days: battery
1,854: units deployed

Wildlife · GIFT City · 2025

Edge AI camera — Wildlife

A custom low-power camera running vision models without the cloud. Delivered for a wildlife client in GIFT City.

4.3 W: power draw
107 days: battery
1,016: units deployed

Railways · Delhi NCR · 2021

Edge AI camera — Railways

A custom low-power camera running vision models without the cloud. Delivered for a railways client in Delhi NCR.

3.7 W: power draw
64 days: battery
1,929: units deployed

Security · Sanand · 2023

Edge AI camera — Security

A custom low-power camera running vision models without the cloud. Delivered for a security client in Sanand.

4 W: power draw
148 days: battery
741: units deployed

School network · Junagadh · 2022

AI tutor and assessment — School network

Adaptive learning and automated assessment for STEM programmes. Delivered for a school network client in Junagadh.

43k: learners
11%: score uplift
−82%: grading time

University · Delhi NCR · 2026

AI tutor and assessment — University

Adaptive learning and automated assessment for STEM programmes. Delivered for a university client in Delhi NCR.

25k: learners
10%: score uplift
−71%: grading time

Skill mission · Bengaluru · 2026

AI tutor and assessment — Skill mission

Adaptive learning and automated assessment for STEM programmes. Delivered for a skill mission client in Bengaluru.

14k: learners
18%: score uplift
−84%: grading time

Coaching institute · Visakhapatnam · 2025

AI tutor and assessment — Coaching institute

Adaptive learning and automated assessment for STEM programmes. Delivered for a coaching institute client in Visakhapatnam.

50k: learners
12%: score uplift
−89%: grading time