CASE STUDY

SensorsCall’s Camera-Free Senior-Care Platform, Engineered By thinkbridge

25%

More Continuous Coverage

30%

False-Alarm Reduction

100%

Homes Keep Existing Detectors

The Challenge

Zero-camera mandate: achieve accurate fall and wellness detection with only ambient sensors—even in bathrooms, where most incidents occur
One size doesn’t fit all: seniors follow very different daily rhythms; a fixed threshold model would either miss events or over-alert
Make the old new again: leverage existing smoke alarms and other household sounds to create actionable, app-based alerts
HIPAA-grade security & scale: process millions of daily events while protecting sensitive health signals

Start Playlist

The Solution

Cloud-Native IoT Backbone: Serverless ingestion and Kafka-based streams ensure <1 s end-to-end latency across thousands of homes.

Behaviour-Adaptive Anomaly Detection: Unsupervised ML models (Isolation Forest + LSTM auto-encoders) train on each resident’s first two days of data, then refresh nightly to stay aligned with evolving routines. This self-learning loop keeps false positives under 2% while catching subtle deviations such as prolonged bathroom stays or skipped meals.

Sound Classification Suite: A lightweight CNN, distilled from AudioSet, identifies ANSI-standard smoke-alarm patterns, CO detectors, glass breakage, and even specific voice cues. Retrofit kits simply clip a mic near existing alarms—no rewiring needed.

Explainable Insight Layer: Rule-engine overlays translate ML outputs into plain English insights (e.g., “Mom has spent 35 % longer than usual in the restroom this morning”) inside caregiver apps.

Privacy-First Architecture: All sensor and audio features are encrypted in transit & at rest, with on-device pre-processing so raw sound never leaves the home.

Result

Monitoring reliability: +25% uptime. More continuous coverage—even during ISP blips

False-alarm reduction: -30% alerts. Personalized models suppress noise, letting caregivers focus on true risks.

Anomaly detection accuracy: <2% false positives Self-tuning thresholds maintain precision as routines change

Smoke-alarm retrofit coverage: 100% of homes keep existing detectors. No costly hardware swap; alerts now arrive on mobile in <3 s

Insight adoption: 90% of caregivers engage weekly. Plain-language explanations build trust and drive action

Conclusion

By fusing edge sensors with a self-learning AI engine and sound-classification toolkit, thinkbridge transformed SensorsCall from a data logger into an intelligent, proactive care companion. The camera-free solution protects dignity, preserves privacy, and scales effortlessly, proving that thoughtful technology can keep families connected—and seniors safer—without intruding on everyday life.

Case Studies

Browse our case studies

Transforming A Recruitment Process Outsourcing Firm With A Tech-First Platform

RPO firm transforms with thinkbridge, achieving 1.6x EBITDA, 6x valuation growth, and 2x revenue—without adding headcount.

Valuation Multiple Improvemen

1.6x

Improvement In EBITDA

2x Revenue

Without Adding Headcount

Transforming A Leading Non-Emergency Medical Transportation Provider Into A Scalable, AI-Driven Operation

Dash Solutions transformed into a fintech leader—serving 10x more clients, launching products 8x faster, and tripling growth—thanks to a scalable, API-first platform built with thinkbridge.

20%

Improvement Of On-time Trips

25%

Drop In Member Grievenaces

30%

Cut In Call Wait Times

Client Success Story: Dash Solutions Leverages Technology to Evolve Into A Fintech Powerhouse

Dash Solutions used thinkbridge to 10x client capacity, 3x growth, and launch products 8x faster—transforming into a true fintech powerhouse.

Growth Without Increasing Headcount

10x

Increase In Client Capacity

Faster Product Launches

Consero Transforms Into A Finance-As-A-Service Firm With A Tech-First Approach Through The SIMPL Platform

thinkbridge helped Consero launch the SIMPL platform—driving 40% revenue growth, 30% EBITDA gain, and scaling FaaS operations without added overhead.

40%

Revenue Increase Without Overhead Growth

30%

EBITDA Improvement

Accounts Overseen

Rebuilt To Scale, Delivered On Schedule: How thinkbridge Transformed Timerack’s Platform Into A Growth Engine

thinkbridge rebuilt Timerack’s legacy platform into a scalable, AI-ready solution—launched in 4 months, boosting leads, retention, and performance.

40%

Drop In Support Tickets

27%

Increase In Qualified Leads Post-Event

30–50%

Reduction In Future Development Cycles

From Zero To Launch In 60 Days: How thinkbridge Helped A Payment Platform Ship A High Impact Mobile Payments Platform In Record Time

Delivered a full-featured mobile payments app for a payment platform in just 8 weeks—50% faster than planned—using Flutter, internal accelerators, and agile delivery to meet tight budget, time, and quality targets.

50%

Faster Than The Planned

100%

Core Functionality Shipped

Maintained Budget Discipline

How thinkbridge Transformed A Leading Optical Retailers Operations Across Asia with Strategy-Led Digital Execution

thinkbridge helped the company move beyond spreadsheets to scalable, real-time retail operations—unlocking the full ROI of their ERP investment with Power BI, Power Apps, and a structured IT delivery model, all within six months.

48–72 hours

Approval Turnaround Time

IT Enhancement Delivery Ad-hoc

70%

Less Excel Dependency

How A Next-Gen FinTech Platform And thinkbridge Built A Full-Featured Neo-Banking App In 90 Days

In just 90 days, thinkbridge helped a next-gen fintech platform launch a full-featured neo-banking app for underserved Asia-Pacific regions—cutting development time by 50%, slashing costs, and setting the foundation for long-term fintech growth.

45–50%

Savings

60%

Reduced Future Maintenance Burden

67%

Faster Than Industry Avg.

Orchestrating End-To-End Digital Transformation For A Retail Apparel Giant

thinkbridge partnered with a major apparel brand to cut manual data entry by 75% and reduce cycle times by 35%, delivering a clear, AI-ready transformation roadmap in just 6 weeks.

75%

Manual Data Entry Eliminated

35%

Reduction In Cycle Time

18%

Accuracy Improvement

A Digital Transformation Blueprint For A Global Pearl & Jewellery Powerhouse

thinkbridge helped a global luxury retailer cut manual work by 60% with a digital blueprint mapping 100+ processes and 35+ AI opportunities.

40–60%

Reduction In Manual Work

20–25%

Improvement In Inventory

100%

Executive Alignment Achieved

SensorsCall’s Camera-Free Senior-Care Platform, Engineered By thinkbridge

thinkbridge helped SensorsCall build a privacy-first, AI-powered senior care platform—detecting falls, anomalies, and critical sounds with 0 cameras, 2% false positives, and real-time insights across thousands of homes.

25%

More Continuous Coverage

30%

False-Alarm Reduction

100%

Homes Keep Existing Detectors

From Manual to Magical: How thinkbridge Helped A Field Services SaaS Platform Secure Its IP and Revolutionize Technician Quoting With AI Services

thinkbridge built a secure, AI-powered pricing assistant for a field services SaaS platform—cutting quote time by 40%, protecting pricing IP, and boosting technician satisfaction by 27%.

40%

Reduction In Average Quote Time

60%

Decrease In Onboarding Time

100%

Elimination Of Direct Database Access

Browse all case studies

How to have a Tech-Forward Business

That will actually increase your bottom line

Book Free Strategy Call

Watch Webinar

CASE STUDY

SensorsCall’s Camera-Free Senior-Care Platform, Engineered By thinkbridge

25%

More Continuous Coverage

30%

False-Alarm Reduction

100%

Homes Keep Existing Detectors

The Challenge

Zero-camera mandate: achieve accurate fall and wellness detection with only ambient sensors—even in bathrooms, where most incidents occur
One size doesn’t fit all: seniors follow very different daily rhythms; a fixed threshold model would either miss events or over-alert
Make the old new again: leverage existing smoke alarms and other household sounds to create actionable, app-based alerts
HIPAA-grade security & scale: process millions of daily events while protecting sensitive health signals

Start Playlist

The Solution

Cloud-Native IoT Backbone: Serverless ingestion and Kafka-based streams ensure <1 s end-to-end latency across thousands of homes.

Behaviour-Adaptive Anomaly Detection: Unsupervised ML models (Isolation Forest + LSTM auto-encoders) train on each resident’s first two days of data, then refresh nightly to stay aligned with evolving routines. This self-learning loop keeps false positives under 2% while catching subtle deviations such as prolonged bathroom stays or skipped meals.

Sound Classification Suite: A lightweight CNN, distilled from AudioSet, identifies ANSI-standard smoke-alarm patterns, CO detectors, glass breakage, and even specific voice cues. Retrofit kits simply clip a mic near existing alarms—no rewiring needed.

Explainable Insight Layer: Rule-engine overlays translate ML outputs into plain English insights (e.g., “Mom has spent 35 % longer than usual in the restroom this morning”) inside caregiver apps.

Privacy-First Architecture: All sensor and audio features are encrypted in transit & at rest, with on-device pre-processing so raw sound never leaves the home.

Result

Monitoring reliability: +25% uptime. More continuous coverage—even during ISP blips

False-alarm reduction: -30% alerts. Personalized models suppress noise, letting caregivers focus on true risks.

Anomaly detection accuracy: <2% false positives Self-tuning thresholds maintain precision as routines change

Smoke-alarm retrofit coverage: 100% of homes keep existing detectors. No costly hardware swap; alerts now arrive on mobile in <3 s

Insight adoption: 90% of caregivers engage weekly. Plain-language explanations build trust and drive action

Case Studies

Browse our case studies

Transforming A Recruitment Process Outsourcing Firm With A Tech-First Platform

RPO firm transforms with thinkbridge, achieving 1.6x EBITDA, 6x valuation growth, and 2x revenue—without adding headcount.

Valuation Multiple Improvemen

1.6x

Improvement In EBITDA

2x Revenue

Without Adding Headcount

Transforming A Leading Non-Emergency Medical Transportation Provider Into A Scalable, AI-Driven Operation

Dash Solutions transformed into a fintech leader—serving 10x more clients, launching products 8x faster, and tripling growth—thanks to a scalable, API-first platform built with thinkbridge.

20%

Improvement Of On-time Trips

25%

Drop In Member Grievenaces

30%

Cut In Call Wait Times

Client Success Story: Dash Solutions Leverages Technology to Evolve Into A Fintech Powerhouse

Dash Solutions used thinkbridge to 10x client capacity, 3x growth, and launch products 8x faster—transforming into a true fintech powerhouse.

Growth Without Increasing Headcount

10x

Increase In Client Capacity

Faster Product Launches

Consero Transforms Into A Finance-As-A-Service Firm With A Tech-First Approach Through The SIMPL Platform

thinkbridge helped Consero launch the SIMPL platform—driving 40% revenue growth, 30% EBITDA gain, and scaling FaaS operations without added overhead.

40%

Revenue Increase Without Overhead Growth

30%

EBITDA Improvement

Accounts Overseen

Rebuilt To Scale, Delivered On Schedule: How thinkbridge Transformed Timerack’s Platform Into A Growth Engine

thinkbridge rebuilt Timerack’s legacy platform into a scalable, AI-ready solution—launched in 4 months, boosting leads, retention, and performance.

40%

Drop In Support Tickets

27%

Increase In Qualified Leads Post-Event

30–50%

Reduction In Future Development Cycles

From Zero To Launch In 60 Days: How thinkbridge Helped A Payment Platform Ship A High Impact Mobile Payments Platform In Record Time

50%

Faster Than The Planned

100%

Core Functionality Shipped

Maintained Budget Discipline

How thinkbridge Transformed A Leading Optical Retailers Operations Across Asia with Strategy-Led Digital Execution

48–72 hours

Approval Turnaround Time

IT Enhancement Delivery Ad-hoc

70%

Less Excel Dependency

How A Next-Gen FinTech Platform And thinkbridge Built A Full-Featured Neo-Banking App In 90 Days

45–50%

Savings

60%

Reduced Future Maintenance Burden

67%

Faster Than Industry Avg.

Orchestrating End-To-End Digital Transformation For A Retail Apparel Giant

thinkbridge partnered with a major apparel brand to cut manual data entry by 75% and reduce cycle times by 35%, delivering a clear, AI-ready transformation roadmap in just 6 weeks.

75%

Manual Data Entry Eliminated

35%

Reduction In Cycle Time

18%

Accuracy Improvement

A Digital Transformation Blueprint For A Global Pearl & Jewellery Powerhouse

thinkbridge helped a global luxury retailer cut manual work by 60% with a digital blueprint mapping 100+ processes and 35+ AI opportunities.

40–60%

Reduction In Manual Work

20–25%

Improvement In Inventory

100%

Executive Alignment Achieved

SensorsCall’s Camera-Free Senior-Care Platform, Engineered By thinkbridge

25%

More Continuous Coverage

30%

False-Alarm Reduction

100%

Homes Keep Existing Detectors

From Manual to Magical: How thinkbridge Helped A Field Services SaaS Platform Secure Its IP and Revolutionize Technician Quoting With AI Services

thinkbridge built a secure, AI-powered pricing assistant for a field services SaaS platform—cutting quote time by 40%, protecting pricing IP, and boosting technician satisfaction by 27%.

40%

Reduction In Average Quote Time

60%

Decrease In Onboarding Time

100%

Elimination Of Direct Database Access

Browse all case studies

How to have a Tech-Forward Business

That will actually increase your bottom line

Book Free Strategy Call

Watch Webinar

CASE STUDY

SensorsCall’s Camera-Free Senior-Care Platform, Engineered By thinkbridge

The Challenge

The Solution

Result

Conclusion

Case Studies

Transforming A Recruitment Process Outsourcing Firm With A Tech-First Platform

Transforming A Leading Non-Emergency Medical Transportation Provider Into A Scalable, AI-Driven Operation

Client Success Story: Dash Solutions Leverages Technology to Evolve Into A Fintech Powerhouse

Consero Transforms Into A Finance-As-A-Service Firm With A Tech-First Approach Through The SIMPL Platform

Rebuilt To Scale, Delivered On Schedule: How thinkbridge Transformed Timerack’s Platform Into A Growth Engine

From Zero To Launch In 60 Days: How thinkbridge Helped A Payment Platform Ship A High Impact Mobile Payments Platform In Record Time

How thinkbridge Transformed A Leading Optical Retailers Operations Across Asia with Strategy-Led Digital Execution

How A Next-Gen FinTech Platform And thinkbridge Built A Full-Featured Neo-Banking App In 90 Days

Orchestrating End-To-End Digital Transformation For A Retail Apparel Giant

A Digital Transformation Blueprint For A Global Pearl & Jewellery Powerhouse

SensorsCall’s Camera-Free Senior-Care Platform, Engineered By thinkbridge

From Manual to Magical: How thinkbridge Helped A Field Services SaaS Platform Secure Its IP and Revolutionize Technician Quoting With AI Services

How to have a Tech-Forward Business

How to have a Tech-Forward Business

SensorsCall’s Camera-Free Senior-Care Platform, Engineered By thinkbridge

The Challenge

MEET THE TEAM

Anand Krishnan

Sai Ganesh

Shamik Mitra

Andy Komandur

Andrew Zarkadas

MEET THE TEAM

Anand Krishnan

Sai Ganesh

Shamik Mitra

Andy Komandur

Andrew Zarkadas

The Solution

Result

Result

Case Studies

Transforming A Recruitment Process Outsourcing Firm With A Tech-First Platform

Transforming A Leading Non-Emergency Medical Transportation Provider Into A Scalable, AI-Driven Operation

Client Success Story: Dash Solutions Leverages Technology to Evolve Into A Fintech Powerhouse

Consero Transforms Into A Finance-As-A-Service Firm With A Tech-First Approach Through The SIMPL Platform

Rebuilt To Scale, Delivered On Schedule: How thinkbridge Transformed Timerack’s Platform Into A Growth Engine

From Zero To Launch In 60 Days: How thinkbridge Helped A Payment Platform Ship A High Impact Mobile Payments Platform In Record Time

How thinkbridge Transformed A Leading Optical Retailers Operations Across Asia with Strategy-Led Digital Execution

How A Next-Gen FinTech Platform And thinkbridge Built A Full-Featured Neo-Banking App In 90 Days

Orchestrating End-To-End Digital Transformation For A Retail Apparel Giant

A Digital Transformation Blueprint For A Global Pearl & Jewellery Powerhouse

SensorsCall’s Camera-Free Senior-Care Platform, Engineered By thinkbridge

From Manual to Magical: How thinkbridge Helped A Field Services SaaS Platform Secure Its IP and Revolutionize Technician Quoting With AI Services

How to have a Tech-Forward Business

The Solution

Result:

Result

How to have a Tech-Forward Business

How to have a Tech-Forward Business