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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

Claude Mythos and Legacy Software Security: What CTOs Need to Do Now

Here’s the short version of what happened. Anthropic trained a new frontier model called Claude Mythos Preview. It’s a general-purpose model, not built specifically for cybersecurity. But during internal testing, they discovered something that changed their release plans: Mythos could find software vulnerabilities in seconds and write working exploits autonomously, without any human guidance.
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Custom AI Agent Development for Enterprise
AI Development
All Industries

Custom AI Agent Development for Enterprise: Use Cases, Cost, Timeline & Build vs. Buy

AI in Underwriting: Practical Usecases and ROI
Agentic AI
Insurance

AI in Underwriting: Practical Use Cases and ROI

The gap between the operations doing this and the ones still piloting is a decision gap. The technology is available and the question is where to apply it, in what sequence, and what type of AI to bet on first.
The AI-Fluent Data Engineer: What the Role Actually Looks Like in 2026
Data Engineering
All Industries

The AI-Fluent Data Engineer: What the Role Actually Looks Like in 2026

We've watched this split from the hiring side. Ideas2IT has been bringing on data engineers and data architects through this entire cycle, and the pattern is consistent the people we hire, and the people who thrive once they're here, are the ones who've already crossed over to the AI-fluent side of this line.
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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

Recent Coverage
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What the world is saying about us — culture bets, growth, and recognition.
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Latest Story

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

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