As enterprises across industries adopt AI to transform their operations, one pressing challenge persists: how to move from promising pilots to production-grade results. Scaling AI requires a blend of strong data foundations, secure architectures, and responsible deployment frameworks.Here are five companies helping enterprises turn AI ambitions into measurable business impact:
1. Turinton.AI – Turning AI Pilots into Real-World Outcomes
Turinton.AI, India's first business-aware AI platform, is collapsing AI adoption cycles from 18 months to just 18 days. The company enables enterprises to shift from experimentation to execution through data modernization, AI strategy alignment, and legacy integration. By delivering pre-built and customizable AI modules, Turinton helps industries such as finance, manufacturing, and retail operationalize AI rapidly ensuring visible ROI and enterprise-wide scale.
2. Mirror Security – FHE-Powered Protection for Enterprise AI
As AI initiatives expand, protecting data during processing becomes mission-critical. Mirror Security's VectaX platform, built on Fully Homomorphic Encryption (FHE), allows organizations to analyze data without decrypting it, ensuring maximum privacy, compliance, and trust. With a Zero Code Exposure approach and cloud-native security capabilities, along with partnerships with Intel, MongoDB, and Accops (Reliance Jio Group), Mirror Security enables enterprises to scale AI securely while meeting global regulations like GDPR and HIPAA.
3. IBM – Governing and Scaling AI with watsonx
IBM's watsonx platform brings together data governance, foundation model training, and enterprise-ready generative AI. It empowers regulated industries like banking, telecom, and government to build, tune, and deploy AI responsibly while maintaining strict compliance and transparency across workflows.
4. Google Cloud – Accelerating Production AI with Vertex AI
Google Cloud's Vertex AI simplifies the lifecycle from model development to production, helping enterprises deploy AI faster and more efficiently. With robust responsible-AI practices and enterprise-grade scalability, Vertex AI serves as a catalyst for digital modernization in data-intensive industries such as retail, logistics, and BFSI.
5. Infosys Topaz – Driving AI-First Transformation Across Complex Enterprises
Infosys' Topaz suite integrates generative AI with domain-rich transformation frameworks, empowering enterprises to reimagine processes—from intelligent automation to real-time analytics. With governance and security built into every layer, Topaz ensures AI adoption is scalable, compliant, and aligned to business value.
