Ideas2IT AI Lab

Your AI Services Partner
Led by AI practitioners, the Ideas2IT AI Lab delivers AI Consulting and Development services through deep data evaluations, 360-degree AI readiness assessments, and impact-led use case modeling.
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Ideas2IT AI Lab
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IdeaKits

The Enterprise AI Acceleration Kit

A practical guide to embedding AI into your organization efficiently, safely and at scale.
Whats Inside:
AI Adoption Roadmap
Case Study Snapshot
Governance & ComplianceGuide
AI Maturity Model

What We Do

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Production-grade AI demands enterprise maturity and an AI-first mindset. Kickstart your AI roadmap with tailored services that meet you wherever you are in your AI journey.
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AI CoE (Consulting & Advisory)

Establish a scalable enterprise-wide AI operating model through expert AI consulting frameworks, readiness assessments, and strategic roadmaps.

AI Powered Software Development

Build AI-native applications with our top engineers using AI-driven coding, debugging, and CI/CD automation for seamless, high-performance AI solutions.

Generative AI Strategy & Development

Turn Gen AI concepts into scalable, enterprise-grade solutions that deliver impact and measurable results.

AI Governance

Implement structured governance frameworks ensuring compliance, ethical AI deployment, and continuous optimization across all AI solutions.

MLOps & LLMOps

Bridge the gap between AI innovation and production with scalable, automated pipelines and monitoring frameworks for streamlined AI development.

Data Services for AI

Break down silos, build unified AI-ready data pipelines, and enable real-time intelligence to empower enterprise-wide AI solutions.
Plug & Play AI PODs
(Hire AI Engineers)
10x AI Practitioners
Hire!
AI SDLC Agents
Agentic AI Services
AI Powered QA as a Service
AI-Powered QA Platform
Top 1% QA Team
Full-Spectrum QA Impact

The AI Launch Readiness Assessment

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From pilot to production, our AI Launch Readiness Assessment de-risks deployment and cuts time-to-value by 10x - with infrastructure, data, and org-readiness mapped for enterprise-grade scalability.
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Maturity Assessment Workshop

Explore What You Get
Use Case & Architecture Review

Skill Gap Analysis
Data Readiness Assessment
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Maturity Assessment Questionnaire

We evaluate your current AI use cases, pilot architecture, and model design, identifying scalability blockers, infrastructure gaps, and risks to production-readiness.

Skill Gap Analysis

Evaluate your team’s AI readiness. We identify capability gaps across data science, MLOps, and engineering, and outline a plan to upskill, hire, or augment for successful production deployment.

Data Readiness Assessment

We assess the quality, and structure of your data pipelines, identifying gaps in labeling, governance, and accessibility that may hinder model performance or production deployment.

Maturity Assessment Workshop

Explore What You Get
Book Now
Maturity Assessment Questionnaire
Skill Gap Analysis
Data Readiness Assessment

Maturity Assessment Questionnaire

We evaluate your current AI use cases, pilot architecture, and model design, identifying scalability blockers, infrastructure gaps, and risks to production-readiness.

Skill Gap Analysis

Evaluate your team’s AI readiness. We identify capability gaps across data science, MLOps, and engineering, and outline a plan to upskill, hire, or augment for successful production deployment.

Data Readiness Assessment

We assess the quality, and structure of your data pipelines, identifying gaps in labeling, governance, and accessibility that may hinder model performance or production deployment.
Ideate AI
Build AI
Finetune
Deploy AI

We bring the expertise, structure, and execution to make AI work for you  

Our AI specialists have been working at the intersection of strategy & engineering, delivering enterprise AI solutions since 2017.
Fortune 500's love us because we ideate, execute, and deliver on schedule.
Challenge

Streamlining a Decentralized Ecosystem

Protocol Labs needed a scalable platform to onboard users, boost collaboration, and drive engagement across its global, tech-heavy community. The ask: unified auth, smart events infra, and sticky social features — fast.
How We Cracked It

End-to-end agile delivery across auth, onboarding, events, feedback, and social layers

Launched centralized SSO with Web2 + Web3 login via Rollup ID

Built guided onboarding and approval flows with in-product feedback

Developed Facebook-style decentralized social feed for member engagement

Reimagined events page with calendar view, filters, and timeline UX

The Payoff : A Stronger, Smarter Network
40+
Founders onboarded. Zero friction.
50%
Adoption surge for network-wide calendar
15 min → 30 sec
Retrieval time
20%
Boost in Office Hours attendance
5%
Jump in core directory engagement
40%
More voices in — feedback loop activated
Challenge

Forecasting Production Efficiency at Scale

Intel needed an AI-powered system to predict production yields, lead times, and DLCP ratios — spanning products, sites, and stages — to drive faster, smarter supply chain decisions.
How We Cracked It

Amazon EMR and Apache Spark for high-performance, cost-efficient data processing.‍

Optimized storage architecture, eliminating unnecessary intermediate storage to reduce costs and latency.

Automated data cleaning and transformation.

AWS-hosted environments for seamless researcher access and real-time retrieval.

Granular access controls to maintain security and compliance.

The Payoff : Smarter Forecasts. Sharper Execution.
99%
Yield Accuracy
<75%
Lowest Yield Spike Detected
96%+
Site Yields for SAL, S21, S46 (Avg. across stages)
DLCP Insights
Enhance Product-Level Profitability
Monthly
Forecasting with historical trends + forward prediction

Co-create with the Ideas2IT AI Lab:
Bring Us In. Wherever You’re At.

What Happens When You Reach Out:
We schedule a quick call to understand your AI priorities and context
Pick the format: workshop, assessment, pilot, or build sprint
We bring in the right team from our AI Lab to co-create with yours
Trusted partner of the world’s most forward-thinking teams.
Tell us a bit about your business, and we’ll get back to you within the hour.

Perspectives

Explore
Real-world learnings, bold experiments, and large-scale deployments—shaping what’s next
in the pivotal AI era.
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Blog

AI in Software Development

AI is re-architecting the SDLC. Learn how copilots, domain-trained agents, and intelligent delivery loops are defining the next chapter of software engineering.
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Case Study

Building a Holistic Care Delivery System using AWS for a $30B Healthcare Device Leader

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Playbook

CXO's Playbook for Gen AI

This executive-ready playbook lays out frameworks, high-impact use cases, and risk-aware strategies to help you lead Gen AI adoption with clarity and control.
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Blog

Monolith to Microservices: A CTO's Guide

Explore the pros, cons, and key considerations of Monolithic vs Microservices architecture to determine the best fit for modernizing your software system.
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Case Study

AI-Powered Clinical Trial Match Platform

Accelerating clinical trial enrollment with AI-powered matching, real-time predictions, and cloud-scale infrastructure for one of pharma’s leading players.
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Blog

The Cloud + AI Nexus

Discover why businesses must integrate cloud and AI strategies to thrive in 2025’s fast-evolving tech landscape.
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Blog

Understanding the Role of Agentic AI in Healthcare

This guide breakdowns how the integration of Agentic AI enhances efficiency and decision-making in the healthcare system.
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