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Blogs

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Our take on all things tech, product, AI, and engineering culture.
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Technology

Custom Medical Imaging Software Development: The CTO's Build vs Buy Guide

Custom medical imaging software development is the process of building a health system's imaging infrastructure, AI integration layer, and clinical data architecture to its own specifications, rather than operating inside a PACS vendor's proprietary platform. The result is a system the health system owns, controls, and can extend without vendor permission.
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How to Reduce Alert Override Rates in Clinical Decision Support Systems
App Development
Healthcare

How to Reduce Alert Override Rates in Clinical Decision Support Systems

Most CDSS implementations attribute high override rates to alert fatigue or change management failures. Both explanations are correct as symptoms and wrong as diagnoses. Alert fatigue is a signal quality problem. When 92.7% of alerts in a system are not clinically appropriate, [3] no amount of UX improvement or clinician training recovers trust.
Supply Chain Data Modernization Without Replatforming | Ideas2IT
App Development
All Industries

Supply Chain Data Modernization: How to Consolidate Fragmented Logistics Data

How do logistics companies consolidate supply chain data across TMS, WMS, and ERP without replacing their existing systems?
Predictive Analytics for Sports Platforms: When to Build Custom and When to Buy
App Development
All Industries

Predictive Analytics for Sports Platforms: When to Build Custom and When to Buy

Professional sports has been collecting data longer than most industries have known what to do with it. Pitch velocity, player load, possession sequences, biometric outputs from training gear, the raw material for predictive intelligence has existed in sports organizations for two decades. What did not exist was the infrastructure to act on it at speed.
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Case Studies

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Structured customer stories highlighting solution thinking, engineering decisions, and outcomes.
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Challenge

After an acquisition, the combined business relied on data pipelines and ML workflows that broke under scale, drift, and manual intervention.

60%
Reduced reconciliation effort
80%
Fewer ingestion failure
2X
Improved analytics
Challenge

The organization needed to migrate from Tableau to QuickSight while preserving governance, enabling self-service analytics, and redesigning dashboards for AWS-native architecture.

Challenge

The platform had to unify massive volumes of loyalty data, enable secure self-service analytics, and power campaign intelligence across global markets and partners.

Challenge

The platform had to merge documentation, FIM scoring, therapy time calculation, and IRF-PAI reporting into a single HIPAA-compliant workflow without disrupting clinician productivity.

Challenge

After an acquisition, the combined business relied on data pipelines and ML workflows that broke under scale, drift, and manual intervention.

60%
Reduced reconciliation effort
80%
Fewer ingestion failure
2X
Improved analytics

Thought Leadership

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Tap into the minds of our leaders and tech innovators as they share what it takes to push the boundaries of enterprise tech.
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From Exploration to Experience: Maximizing Generative AI Impact in Healthcare
Leader Speak
Murali Vivekanandan
Founder & CEO, Ideas2IT Technologies

From Exploration to Experience: Maximizing Generative AI Impact in Healthcare

As organizations strive to navigate the complexities of AI adoption and capitalize on its promise, the importance of strategic collaboration with seasoned partners becomes paramount.
We Are Yet To Tap The Real Potential of Gen AI for Enterprises
Leader Speak
Murali Vivekanandan
Founder & CEO, Ideas2IT Technologies

We Are Yet To Tap The Real Potential of Gen AI for Enterprises

In both business and tech circles, there's a widespread acknowledgment that Generative AI (Gen AI) marks a significant inflection point in technological advancement because it isn’t just a step forward but a leap into new possibilities.
Understanding Price Prediction Models for Business Success
Leader Speak
Karthikeyan Paramasivam
Lead Data Scientist, Ideas2IT

Understanding Price Prediction Models for Business Success

In the world of business, pricing decisions can make or break a company's success.

Newsroom

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Ideas2IT’s Bold Bet on AI-Powered Software Engineering and Employee Ownership

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