Karishma Mandal
Karishma Mandal builds AI infrastructure analytics for the data centers powering the AI economy. She founded Aidni to turn scarce grid power into useful compute and to let AI help run critical facilities safely.
Karishma has spent a decade leading AI infrastructure development, working with teams building data centers, deploying compute hardware and applying AI models at scale.
At MuleSoft (Salesforce) she designed the agent interface for the company's MCP Server, arguing that AI agents needed two capabilities, view and create, rather than eight separate operations. That design shipped commercially, and she wrote both its system design documentation and its public technical explanation.
Her AI analytics tool won HackerSquad's Hack Day at AWS, where she demonstrated it live. As founder and CEO of Aidni she leads architecture, product, customer engagements and partnerships, including autonomous cooling control with FLUIX AI.
She speaks on the compute behind new data centers, access systems for people and AI agents, and the economics of AI infrastructure, and writes on the engineering and economics of data centers.
| Role | Founder & CEO, Aidni |
|---|---|
| Field | AI infrastructure and analytics |
| Experience | A decade in AI infrastructure and system design |
| Shipped | Agent interface for MuleSoft's MCP Server (Salesforce) |
| Recognition | Hackathon winner, Hack Day at AWS (AI analytics tool) |
Karishma Mandal in the field.
- Forbes · 2026The Math & Engineering Behind a Data Center
- SSRN 7626958 · Sep 2026AI Labels and Offering Size: A Hedonic Analysis of the SEC Form D Census, 2021–2026
- SSRN 6161487 · 2026CVS System Design Improvements and Rebate Accuracy: Transforming U.S. Healthcare Economics
- MuleSoft Blog (Salesforce) · May 29, 2025MCP: Bringing Standardization to the AI Integration Landscape
- MuleSoft Developer Guides (Salesforce) · Mar 18, 2025How to Get Started With Anypoint Managed Flex Gateway
Invite Karishma to speak, or bring her a site.
Karishma speaks on AI infrastructure analytics, data-center compute and governed AI operations, and leads every Aidni Site Assessment.