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

What It Takes to Operationalize AI Portfolio Monitoring Across Portfolio Companies

Ask any operating partner relying on AI in private equity portfolio monitoring for real-time performance visibility, and they will show you a dashboard. Look at the data feeding it, and you will find numbers that are six weeks old assembled from a spreadsheet the CFO emailed on the last day of the prior month, mapped by hand to a template the fund created three years ago.

Why Enterprise CTOs Are Choosing to Build in 2026: The $50K Threshold

App Development

All Industries

The Enterprise Software Shift: Why CTOs Are Building Custom Software in 2026

A founder's perspective on the market forces that have made custom software development the rational choice — and why the window to act is shorter than most CTOs think.

When to Build Custom Healthcare Software: 5 Triggers CTOs Must Watch

App Development

Healthcare

When to Build Custom Healthcare Software: 5 Triggers Health System CTOs Must Watch

The gap between what healthcare platforms promise and what they deliver in your specific clinical environment is not a new problem. What is new is the cost of staying in that gap.

How PE-Backed Dental DSOs Use AI Across Operations

App Development

Private Equity

AI in Dental DSO Operations: Where PE-Backed Platforms Create Measurable EBITDA Gains

PE-backed DSOs face margin pressure that payer renegotiation and incremental cost cuts can no longer offset. AI applied across five operational verticals (revenue cycle management, clinical standardization, scheduling, enterprise visibility, and exit preparation) is where the next EBITDA gains are recoverable.

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Case Studies

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

Siloed systems and reactive reporting made it impossible to track per-dispense margins, forecast inventory, or optimize rebates at scale.

Drug profit insights

Rebate tracking

Inventory forecasting

Productivity gaps and MIPS compliance hurdles were hurting senior care providers. Manual workflows and reporting delays had to go.

Drop in CMS Reporting Time

Increase in Daily Encounters

Fewer Denied Claims

Therapists were bogged down by heavy documentation, draining time from actual care. The client needed a streamlined, compliant digital platform.

Reduction in Documentation Effort

For Initial Evals (down from 30)

Billing, scheduling, and compliance

Legacy systems were holding back performance, AI adoption, and workflow automation. The team needed a full-stack revamp.

Faster Billing Cycles

Boost in System Performance

Thought Leadership

Tap into the minds of our leaders and tech innovators as they share what it takes to push the boundaries of enterprise tech.

From Exploration to Experience: Maximizing Generative AI Impact in Healthcare

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

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

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.

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

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