CASE STUDY

Hyper-Personalized Senior Care Through Machine Learning

A senior care platform company using an innovative IoT hardware + software solution to continuously monitor and assess the well-being of older adults. Their technology uses composite environmental sensors to infer each senior’s daily activities—creating a real-time view of individual well-being.

55%
Increase In Monthly Recurring Revenue (MRR)
70%
Reduction In Customer Attrition
1000+
Personalized Devices Deployed In Production

The Challenge

To deliver on the promise of being “the next best thing to being there,” the client needed every device to behave like a personalized caregiver. That meant each device had to automatically learn and adapt to the unique habits of individual seniors—at scale, and with minimal manual setup.

The Solution

thinkbridge engineers built an adaptive machine learning system that learns each senior’s unique routines and flags irregularities that could signal shifts in health or behavior. Unlike static rule-based setups, this model evolves through real-world use—getting smarter with every caregiver correction and daily interaction. It’s embedded directly into each device, meaning no extra setup, no retraining, and no disruption to existing care workflows. Today, it powers thousands of devices, delivering deeply personalized support that feels less like software and more like an attentive companion.

MEET THE TEAM

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Anand Krishnan

Managing Partner & CEO

sai-img

Sai Ganesh

Managing Partner & Chief Scientist

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Shamik Mitra

Managing Partner & Chief Delivery Officer

Andy K-img
Andy Komandur

Vice President-Growth
APAC & GCC

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Andrew Zarkadas

Vice President - Growth Americas

MEET THE TEAM

img

Anand Krishnan

Managing Partner & CEO

sai-img

Sai Ganesh

Managing Partner & Chief Scientist

img

Shamik Mitra

Managing Partner & Chief Delivery Officer

Andy K-img

Andy Komandur

Vice President-Growth
APAC & GCC

img
Andrew Zarkadas

Vice President - Growth Americas

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Result:

  • 55% increase in monthly recurring revenue (MRR)
  • 70% reduction in customer attrition
  • Thousands of personalized devices deployed in production
  • Dramatic product differentiation in a competitive market
  • Infinite scalability without increasing manual effort
  • Significant boost in company valuation multiples

Case Studies

Browse our case studies ​

Inferring Senior Well-Being Through Environmental Sound Classification

A senior care platform company that uses a proprietary blend of hardware and software to continuously monitor and assess the well-being of seniors. Their solution uses environmental sensors to interpret what a senior is doing at any given time, offering caregivers real-time, data-driven insights into each individual’s wellness.

Read More
34%
Improvement In Gross Margins
55%
Increase In SLA Compliance
12%
Increase In Customer Satisfaction (CSAT)

Hyper-Personalized Senior Care Through Machine Learning

A senior care platform company using an innovative IoT hardware + software solution to continuously monitor and assess the well-being of older adults. Their technology uses composite environmental sensors to infer each senior’s daily activities—creating a real-time view of individual well-being.

Read More
55%
Increase In Monthly Recurring Revenue (MRR)
70%
Reduction In Customer Attrition
1000+
Personalized Devices Deployed In Production

Automating Financial Reviews to Boost Margins and Client Satisfaction

A forward-thinking back-office accounting services company delivering Finance-as-a-Service (FaaS) through a unique blend of people and technology. Their platform provides reliable, scalable finance operations for growing businesses.

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55%
Increase In SLA Compliance
17%
Increase In Customer Satisfaction
4x
Reviewer Capacity Increased

Azure's Innovative Cloud Security and Governance

The company moved its infrastructure to the cloud for improved scalability and flexibility, but sought to ensure the security of its applications and data.

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70%
Reduction in Security Incident Response Time
50%
Decrease in Vulnerability Exposure
30%
Cost Savings On Security Management

Serverless Functions Optimize Resource Usage by 40%

A clearer version would be the serverless architecture implementation was able to improve the scalability and cost efficiency of the application's cloud platform.

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Reduction In Infrastructure Costs
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20%
Faster Issue Resolution

Expedited VC Due Diligence: From 30 Days to 24 Hours

A client faced a 30-page technology questionnaire for VC due diligence. With our expertise, we completed it and compiled all required supporting documents.

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75%
Reduction In Due Diligence Timeline
100%
Increase In Capital Raised
80 hours
Resource Savings

From Crisis To Cloud: POS Overhaul Success

A family-owned children's consignment business lost its only IT engineer, causing outdated systems to fail. We stepped in to stabilize and restore them.

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25%
Increase In Sales Volume
60%
Decrease In IT Maintenance Time
30%
Improvement In User Satisfaction

AI Integration In RPO: 30% Improvement In Hire Quality

A recruitment outsourcing provider faced inefficiencies from rapid growth. We assessed their processes and implemented a scalable, integrated platform.

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50%
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Decrease In Operational Costs
40%
Improvement In Data Accuracy

Streamlining Prepaid Card Operations Boost Growth 30%

A prepaid credit card and treasury services company needed a technical due diligence assessment. We created a strategy to modernize their platforms.

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50%
Reduction In Operational Bottlenecks
60%
Acceleration In Platform Deployment
40%
Increase In Process Automation

AI-Driven Demand Forecasting Saves $1M for REPs

A Texas retail electric provider needed better energy forecasts to offer competitive prices. We built a machine learning model using historical load data.

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35%
Reduction In Overhead Costs
40%
Improvement In Load Forecasting Accuracy
20%
Increase In Revenue Per Customer

Smart Grid AI Optimizes 10,000+ Solar Panels

Utilities needed a way to optimize distributed solar energy production, resolve issues quickly, and cost-effectively. An AI-powered platform with analytics made it happen.

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30%
Increase In Energy Production Efficiency
40%
Reduction In Maintenance Costs
60%
Improvement In Issue Resolution Time

80% Faster Onboarding: FinTech Modernization Success

Learn more about how we helped a business modernize its tech capabilities.

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75%
Expanded Their Account Management Team's Span Of Control
68%
Reduced Compliance And Security Costs
85%
Reduced Fraud Costs

RPO Giant Slashes Hiring Costs 50%

A recruitment outsourcing provider needed a 5-year technology roadmap, including a custom platform, top recruiting integrations, and advanced analytics.

Read More
102%
Increase In Candidate Placements
65%
Reduction In Cost Per Hire
4x
Increase In Enterprise Value

Consero's FaaS Evolution: MVP to Full Rollout

An organization needed a tech solution for clients using various applications. We vetted upgrade ideas and built a process for continual improvements.

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3x
Increase In Enterprise Value
90%
Increase In Customer Satisfaction
20%
Increase In New Revenue

50% Efficiency Boost: RPO's AI-Driven Transformation

A client used spreadsheets for data-driven decisions, but they lacked scalability and were error-prone. We built a web application to solve these issues.

Read More
50%
Reduced Their Cost Per Hire
102%
Increased Their Customer Outcomes
85%
Running Digitized Recruiting Process Showed Dramatic Improvements In Customer Outcome

AFR 2.0 Increases Stakeholder Confidence By 40%

See how AFR 2.0 transformed financial reporting with automated executive summaries, empowering CFOs, finance managers, analysts, and stakeholders.

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2x
Increase In Manager Span Of Control
75%
Faster Time To Monthly FInancials
100%
Improvement In Accuracy

AI Assistant Boosts Recruiter Productivity By 35%

See how an advanced chatbot streamlined HR, reduced admin work, and freed recruiters to focus on strategic hiring. Learn more here.

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60%
Reduction In Time Spent On Repetitive Queries
40%
Increase In Candidate Engagement
35%
Decrease In Operational Costs

AI Recruitment Enables 3x Faster Candidate Screening

Discover how AI-driven candidate matching transformed hiring, delivering better talent, faster fills, and improved outcomes for recruiters and HR teams.

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45%
Improved Candidate Matches
35%
Reduced Time-to-Fill Metrics
20%
Reduction In Recruitment Costs

Top Recruiting Firm Increases Hires Per Recruiter By 75%

Dive into how the integration of NLP techniques and OpenAI technologies revolutionized talent acquisition by automating resume summary generation. Discover how recruiters save time and reduce cognitive workload while candidates benefit from improved visibility of their qualifications and experiences.

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40%
Improvement In Candidate-Job Fit Matching
30%
Increase In Candidate Visibility
45%
Improved Recruitment Efficiency

AI-Powered Boolean Search: 75% Cut In Sourcing Time

See how OpenAI and LLM technologies automated Boolean search, boosting recruiter efficiency, speeding up hiring, and improving job-candidate alignment.

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93%
Reduction In Workload
45%
Improved Recruitment Efficiency
50%
Reduction In Administrative Overhead

Dynabot: Seamless Chatbot Integration In Just 35 Hours

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25%
Increase In User Engagement
80%
Reduction In Deployment Time
30%
Improved User Satisfaction

Thinkurl: Streamlining Code Generation by 50%

Streamlining UI creation and code generation is now easier with thinkURL. It seamlessly transforms requirements into JSON, helping organizations boost efficiency.

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Up to 4x
Reduction In UI Design Time
Less Than 6 Hours
Training Time Required
35%
Reduction In Manual Coding Errors

30% Faster User-Centric Product Development With thinkPlanner

Leverage thinkPlanner to intelligently use AI for creating user personas, unique journeys, and a comprehensive roadmap for your product idea.

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8x
Reduction In Creating Requirements. ‍
2x
Reduction In Creating User Personas.
40%
Error Rate Reduction In Requirements Definition

How to have a Tech-Forward Business

That will actually increase your bottom line

The Solution

thinkbridge engineers built an adaptive machine learning system that learns each senior’s unique routines and flags irregularities that could signal shifts in health or behavior. Unlike static rule-based setups, this model evolves through real-world use—getting smarter with every caregiver correction and daily interaction. It’s embedded directly into each device, meaning no extra setup, no retraining, and no disruption to existing care workflows. Today, it powers thousands of devices, delivering deeply personalized support that feels less like software and more like an attentive companion.

Result:

55%
Increase In Monthly Recurring Revenue (MRR)
70%
Reduction In Customer Attrition
1000+
Personalized Devices Deployed In Production
  • 55% increase in monthly recurring revenue (MRR)
  • 70% reduction in customer attrition
  • Thousands of personalized devices deployed in production
  • Dramatic product differentiation in a competitive market
  • Infinite scalability without increasing manual effort
  • Significant boost in company valuation multiples

How to have a Tech-Forward Business

That will actually increase your bottom line

How to have a Tech-Forward Business

That will actually increase your bottom line
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How to have a Tech-Forward Business

That will actually increase your bottom line
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