Resources: Explore insights that address deep tech challenges

Blogs

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

The QA Shift Driving AI-Ready Product Velocity

Modern product teams ship code faster than ever but quality assurance still often feels stuck in slow-mo.

AI in Data Quality - Cleansing, Anomaly Detection & Lineage

Data

All Industries

AI in Data Quality: Cleansing, Anomaly Detection & Lineage

AI and data are intrinsically connected, and for AI to work effectively, it needs clean, reliable data. However, achieving clean data often requires AI itself, creating a symbiotic relationship that powers innovation. At Ideas2IT, we've been exploring how AI and data can work together to accelerate efficiency, insight, and creativity.

Catalyzing Next-Gen Drug Discovery with Artificial Intelligence

Artificial Intelligence

Pharma & Life Sciences

Catalyzing Next-Gen Drug Discovery with Artificial Intelligence

Explore how AI is revolutionizing drug discovery by accelerating timelines, reducing costs, and enhancing the success rate of bringing new drugs to market.

AI in Software development Lifecycle

Artificial Intelligence

All Industries

AI in Software Development: The Future of the SDLC

AI is no longer emerging. It’s rewriting the rules of software engineering. From AI copilots accelerating code generation to autonomous agents driving quality assurance and DevOps, AI is reshaping how software is designed, developed, deployed, and optimized.

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On LinkedIn we breakdown engineering AI copilots, rewriting infra at scale, and pressure-testing new tech long before it’s mainstream.

60,000+ founders, product, and engineering leaders show up every week.

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Case Studies

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

Every dashboard change depended on IT. Logic was duplicated across workbooks. Governance was inconsistent.

Reduction in development turnaround time

Decrease in support ticket

Reuse standardized semantic Layer

Oncology clinicians struggled to find and apply the right treatment guidelines amid a flood of evolving protocols and fragmented documentation. Customization across institutions added more complexity.

Reduction in Guideline Lookup Time

Custom Pathways Aligned with Institutional Protocols

Manual, error-prone processes delayed patient-to-trial matching, leading to missed enrollments, slower timelines, and underutilized clinical programs.

Reduction in Patient Matching Time

Predictions via AWS SageMaker + MolecularMatch

Higher Enrollment Rates + Expanded Trial Access

Data inconsistencies, missing fields, and anomalies in trial data risked delays, rejections, and regulatory setbacks, threatening both revenue and reputation.

AI Models Flagged and Corrected Data Errors

Compliance for Faster Approvals

Reduced Review Time + Legal/Regulatory Risk

IdeaKits

Curated artifacts designed for CIOs, CTOs, and platform leaders to accelerate clarity and execution across critical technology initiatives.

The Enterprise AI Acceleration Kit

A practical guide to embedding AI into your organization efficiently, safely and at scale.

AI Adoption Roadmap

Case Study Snapshot

Governance & Compliance Guide

AI Maturity Model

Data Foundations, Done Right

Your data stack isn’t just plumbing anymore — it’s the launchpad for Gen AI, enterprise intelligence, and operational agility. This guide helps CIOs, CDOs, and data leaders architect a data foundation today’s AI-first world demands.

Code, Cognition & AI-First Development: A CTO’s Guide

Navigate the shift to AI powered development—optimize your SDLC, automate workflows and accelerate time-to-market by 40%

Why AI-native software is surpassing traditional development models

Implementing AI-Native Development

How AI optimizes the entire SDLC

Key governance, security and AI initiative considerations for CTOs

Solution Sheets

Our solutions sheets distills our capabilities, approach and value in under 2 minutes of reading — fast, focused, and easy to share with your team.

Solution Sheet

Engineering the Tech Stack Healthcare Payers Actually Need

From GenAI copilots for auditors to secure claims modernization, we help healthcare payers move beyond legacy vendors and fix what others avoid.

Solution Sheet

Legacyleap

Legacyleap turns decades of legacy code into clear documentation, clean architecture, and deployable outcomes.

Solution Sheet

Query Your BI Like You Talk to Your Team

DataStoryHub lets you ask your dashboards plain-English questions and get real-time, business-ready insights.

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 and Chairman

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 and Chairman

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

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

What the world is saying about us — culture bets, growth, and recognition.

Latest Story

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

Read the entire coverage