Already trained on your business. Starts Monday, Jun 22nd 2026.
Engram connects to your stack. Learns your context. Runs your GTM.
Our agent ARIA plugs into the tools you already use — your CRM, Slack, Google Drive, call transcripts, social platforms, outreach tools — and builds a working picture of your business: who your customers are, how you talk about your product, what’s working, what’s not, and where to focus next.
CRM, Slack, Drive, calls, social, and outreach context in one living system.
Customers, positioning, taste, content history, and what is actually working.
Prioritized GTM briefs your team can act on while the moment is still open.
The Team
Co-founder, CEO
Ran 100+ brand engagements across 7 years and watched the same context get rebuilt from scratch.
2x founder with 14+ years in brand and marketing. Built The Satori Studio to $XM revenue and 100+ startup clients, joined Nykaa before IPO, and most recently led marketing at Together Fund with the Series A-B AI companies Engram is built for.
Co-founder, CTO
Built generative infrastructure for enterprise brands and learned models without brand guardrails produce high-speed garbage.
Built Vinci for brands like Volkswagen, J&J, and DDB, where inconsistency was the core problem. Previously helped scale Flipkart Ads to $1B ARR. Now building Engram's orchestration, hypergraph brand context engine, and retrieval stack.
Founding AI Engineer
Georgia Tech researcher focused on generative media, agents, and the infrastructure behind AI-native products.
Built agentic workflows, long-memory systems, and content generation infrastructure at Vinci, then brought that systems depth into Engram as a founding engineer.
Substack
APR 9, 2026
The real revolution is in the “what” that stays behind once a session ends.
MAR 17, 2026
Chat is so dead. Interface is your display of intelligence, and most AI products are built on the wrong surface.
JAN 27, 2026
Brand shame, the speed trap, and why moving fast while staying consistent feels impossible.
JAN 9, 2026
8-year-old Shagun's obsession with Barbie, The Eras Tour, and why memorable companies understand culture, not just code.
NOV 26, 2025
Field notes on belonging in a world where technology is reshaping what it means to be human.
