# Maanav Sunderaraman

Maanav Sunderaraman is an operator and systems builder in Toronto, Ontario, Canada. He studies how teams work, finds the main constraint, and builds deployed systems that improve execution.

Markdown page index: https://maanavs.com/sitemap.md

## Core pages

- [Home](https://maanavs.com/): Maanav Sunderaraman studies how teams work, finds the main constraint, and builds systems that improve execution. [Markdown](https://maanavs.com/index.md)
- [About](https://maanavs.com/about): A personal introduction to Maanav's current work, operating method, and interests. [Markdown](https://maanavs.com/about.md)
- [Selected work](https://maanavs.com/work): A public index of deployed systems grouped by the operating problem they solve. [Markdown](https://maanavs.com/work.md)
- [Contact](https://maanavs.com/contact): How to contact Maanav about consulting, recruitment, press, media, or an operating problem. [Markdown](https://maanavs.com/contact.md)

## Selected work

- [AEGIS: Autonomous Software Build and Delivery](https://maanavs.com/work/aegis): AEGIS turns one plain-language request into a planned, checked, recoverable, and deployable web app. [Markdown](https://maanavs.com/work/aegis.md)
- [PRISM: AI Creative Strategy and Production](https://maanavs.com/work/prism): PRISM connects short-form research, market signals, brand context, production, and measured results in one creative system. [Markdown](https://maanavs.com/work/prism.md)
- [SIGNAL: AI Revenue Intelligence and GTM Infrastructure](https://maanavs.com/work/signal): SIGNAL turns analytics, enrichment, CRM, and warehouse records into reliable commercial data and clear GTM actions. [Markdown](https://maanavs.com/work/signal.md)
- [ATLAS: Operations Planning and Coordination](https://maanavs.com/work/atlas): ATLAS coordinates commitments, risks, dependencies, records, and ownership across a family of operational workflows. [Markdown](https://maanavs.com/work/atlas.md)
- [VANTAGE: Executive Briefing and Decision Support](https://maanavs.com/work/vantage): VANTAGE turns updates from separate business systems into approved bilingual briefings, assigned actions, and a traceable decision record. [Markdown](https://maanavs.com/work/vantage.md)

## Capabilities

- [AI Operations](https://maanavs.com/capabilities/ai-operations): AI workflows that coordinate work, check results, recover from errors, and require human approval when needed. [Markdown](https://maanavs.com/capabilities/ai-operations.md)
- [GTM Systems](https://maanavs.com/capabilities/gtm-systems): Revenue systems that improve data, qualify accounts and buyers, route work, and measure results. [Markdown](https://maanavs.com/capabilities/gtm-systems.md)
- [Creative Systems](https://maanavs.com/capabilities/creative-systems): Creative systems that connect market research, strategy, production, testing, and measured results. [Markdown](https://maanavs.com/capabilities/creative-systems.md)
- [Executive Operations](https://maanavs.com/capabilities/executive-operations): Operating systems that help leaders set priorities, plan capacity, coordinate teams, make decisions, and track the work. [Markdown](https://maanavs.com/capabilities/executive-operations.md)

## Writing

- [Writing](https://maanavs.com/writing): Public notes about systems and operations. This section is intentionally absent from the main navigation. [Markdown](https://maanavs.com/writing.md)
- [How to Add Human Approval to an AI Operating System](https://maanavs.com/writing/human-approval-ai-operating-systems): A practical method for deciding where an AI system must stop, what evidence it should prepare, and what it can do after approval. [Markdown](https://maanavs.com/writing/human-approval-ai-operating-systems.md)
- [Why CRM Enrichment and Routing Should Be One System](https://maanavs.com/writing/crm-enrichment-routing-one-system): A practical explanation of why revenue teams should connect record correction, enrichment, qualification, routing, and measurement. [Markdown](https://maanavs.com/writing/crm-enrichment-routing-one-system.md)

## Confidentiality

The project pages describe live or deployed systems. They do not provide client identities, private access, source repositories, or implementation documentation.