Why AI Projects Fail: What the Data Actually Tells You
74% of companies show no AI ROI. Here is why AI projects fail in practice and what enterprise teams can do before the next pilot.
Award winner
NASSCOM SME Inspire Awards 2026
Business Resilience and Adaptability
Microsoft Solutions Partner
Data & AI
Infrastructure
Digital Apps & Innovation
Security certified
SOC 2 Type II
Audited and compliant
Global Reach
25+ Enterprise Clients
India, US and UK
Our leadership
Led by practitioners, not theorists.
Gradient M was founded in 2018 by Ravindra Talwai, who brings 28+ years of in-depth practitioner experience across IT Consulting, Professional Services, and Managed Services.
- Former VP at Cognizant and Wipro Technologies
- Enabled CXOs of Fortune 500 companies in Digital Transformation
- Deep expertise in IT Infrastructure, Cloud, Digital Workplace, and IT Cost Optimization
- Trusted advisor to founders of small and medium businesses worldwide
Ravindra Talwai
Founder and CEO, Gradient M IT Consulting and Services
The Gradient M Difference
Committed to clients, focused on results.
Solve
We specialize in problem-solving backed by reliable expertise. Our innovative solutions in IT Strategy and Risk Compliance are designed to tackle your most complex challenges effectively.
Scale
We help you scale seamlessly by engaging high-impact talent and leveraging strategic partnerships. Our solutions ensure your operations grow efficiently to meet evolving business needs.
Succeed
Your success drives everything we do. With our strategic approach and extensive experience, we deliver results that exceed expectations and propel your business forward.
8+
Years in Business
25 +
Global Clients
100+
Projects Delivered
The people behind the work
Gradient M is built on practitioners, not generalists.
Every engagement is led by people who have held leadership positions in enterprise IT — not fresh graduates reading from a playbook.
What Our Customers Feel About Our Services!
Bolt Data's partnership with Gradient M has exceeded all our expectations. We consider them a critical extension of our team. They have never failed to provide best-in-class solutions
Case Studies
Real engagements. Measurable outcomes. See how Gradient M has helped businesses across industries solve complex IT challenges.
Comprehensive Support Services for an E-commerce Seller of PC Products
Delivered remote technical support, Microsoft 365 assistance, Azure monitoring, and peak season sales support for a US-based e-commerce seller of PC products.
Enhancing IT Support for a Global IT Enabled Services Provider
Developed a target solution architecture on Azure to enable SaaSification of an on-premise security product for a global data security solution provider.
Comprehensive Managed Services for an Electric Mobility Company
Provided end-to-end managed IT services for a fast-growing electric mobility company, covering infrastructure, helpdesk, and operations support.
Comprehensive Managed Services for a Wealth Management SaaS Platform
Managed IT infrastructure, vulnerability management, and rebranding support for an investment firm's wealth management SaaS platform serving 100+ users globally.
Rapid Work-from-Home Enablement and IT Transformation for a US-Based Mortgage Insurance Company
Enabled rapid work-from-home infrastructure for thousands of employees during COVID-19 for a US-based mortgage insurance company, delivering cloud and remote access solutions in record time.
Network Implementation for a Multi-Cloud Environment
Designed and deployed network architecture across a multi-cloud environment, improving reliability, security, and connectivity for a global enterprise client.
Partner Ecosystem
Building Powerful
Building Powerful
Strategic Alliances
Collaborating with industry leaders to deliver innovation, performance, and measurable business outcomes.
Resources
Securing Open Policy Agent (OPA) in AI-Integrated Platform Engineering
How rogue AI behaviour can compromise OPA setups through policy supply chain risks, schema drift, and automation misuse — and what to do about it.
Understanding the Differences Between ChatGPT, Gemini, Claude, Perplexity, and Copilot
A practical comparison of the leading AI tools — their features, strengths, and use cases to help you choose the right one for your business.
Azure Lift and Shift: A Comprehensive Guide to Cloud Migration
A step-by-step guide to migrating workloads to Azure using the Lift and Shift strategy — covering benefits, process, and best practices for minimising downtime.
Understanding HIPAA Compliance
Everything your organisation needs to know about HIPAA compliance — what it covers, who it applies to, and how to build a compliant IT infrastructure that protects patient data.
Are you ready?
The most forward-thinking leaders aren’t just adopting new tools. They are taking Business Creativity to the next level. To not simply outperform the market, but to Outcreate it.