Case Study

How Key AI ships same-day event coverage and saves 20 hours a week

Fahad Ahmed

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How Key AI's content team runs a publisher-scale video pipeline with one editor, ships same-day event coverage, and saves 20 hours a week with Eddie

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20 hrs/week

Saved across the team

Same-day

Turnaround on event footage

1 person

In-house content team


Company

Key AI is an AI-powered relationship intelligence and networking platform, built by the founders of the 35,000-member Xoogler community

Industry

Consumer AI · Community & networking

Headquarters

Palo Alto

Funding

$4.5M Series A led by Felicis Ventures

NLE

Premiere Pro

Team using Eddie

Founder uses it with in-house content team

[Visit Key AI ↗]

A community company has to ship content

Key AI's entire thesis is community. And community, today, runs on video, founder interviews, event coverage, member spotlights, a regular podcast, shipped at the cadence of a publisher. The problem: they're doing all of it with the headcount of a Series A.

Kushagra Shrivastava knows the cadence. He spent a decade at Google, Yahoo, Verizon, and FalconX before co-founding Key AI with Christopher Fong in 2023. The two already had a track record: Xoogler, the world's largest Google alumni community, which they grew past 35,000 members across 500+ events and used to move more than $1B in funding through warm introductions.

Key AI is what happens when you build a decade of community instinct into software. The product, anchored by Kai, an AI agent that knows your network, replaces cold outreach with warm, consent-based paths to the right people. In March 2024, Felicis led their $4.3M Series A, joined by Liquid 2 Ventures, Alumni Ventures, and angels including Bradley Horowitz, Asha Jadeja, and Qasar Younis.

For a company built on community, video is how the community sees itself. Key AI's content team ships founder interviews, event coverage, member spotlights, and a podcast across YouTube, Instagram (@unlockwithkeyai), and LinkedIn.

The filming isn't the bottleneck, they shoot constantly: Stripe Sessions, Xoogler Demo Day Bengaluru, founder conversations, multicam podcasts, partner meetups. The bottleneck is everything between a full memory card and something worth publishing.

"We were spending more time on post than the rest of GTM combined. For a team our size, that's a real budget question, every hour ingesting and logging is an hour not spent on a deal, a partnership, or the next event."

— Kushagra Shrivastava, Co-founder & CEO

Workflow

The team runs every project through Eddie before they open their NLE. Eddie does what a human assistant editor would do in a bigger post house: ingest, organize, log, sync, and lay down a rough assembly before the editor takes over for the actual cut.

Three modes do most of that work.

  1. Night Shift, for event coverage When the team wraps a Xoogler event or a partner meetup, nobody sits down to ingest footage at midnight. They send the footage links, Frame.io, Dropbox, Google Drive, to Eddie over iMessage, and go home. By 8am, Eddie has sorted A-roll from B-roll, synced the multicam angles, logged every clip, and built an assembly edit ready to open in Premiere. Two or three days of post collapses into a single overnight cycle.

  2. String Outs, for member interviews When the team sits down with a founder or a community member, they run the footage through String Outs, a chat interface for video. The editor can ask for "the best 90 seconds on layoffs" or "a 3-minute cut on building in public," and Eddie pulls the soundbites, groups them by topic, and drops in B-roll. One export gives them an organized bin and a rough cut at the same time.

  3. Multicam, for the podcast For a long-form sit-down, switching between camera angles by hand is hours of tedium. Eddie does it automatically, reading both audio and lip movement to cut on film-school pacing rules, not just whoever's loudest.

Then the editor opens the sequence in Premiere and does the only part that needs them: the creative pass. Pacing, tone, the moments that need a human eye.

Occasionally Kushagra runs footage through Eddie himself, usually fast founder content when the team is already deep in a bigger edit. Same workflow, same overnight turnaround, no editor needed to babysit the rough.

"Eddie doesn't try to replace our editor. It removes the 80% of the work nobody wants to do, finding the takes, syncing audio, dropping in B-roll, and leaves the team with the 20% that actually takes craft."

— Kushagra

Since adopting Eddie, Key AI's content team has been able to:

  • Cover every community moment. Events, partner meetups, member spotlights, Demo Days, what used to be a multi-day edit is now same-week, sometimes same-day. Content that would have been left on a drive is now part of the public story.

  • Publish like a bigger team. Without adding headcount, they ship consistently across YouTube, Instagram, and LinkedIn.

  • Try more formats for free. Long-form interviews, 60-second verticals, multicam podcast cuts. Each format used to mean another edit cycle. Eddie collapses that to one upload.

  • Free up senior time. The CEO, the partnerships lead, the community team, none of them are sitting in a timeline reviewing dailies. They're doing the work only they can do.

"Our content team can run a full post pipeline because they have an assistant editor that works overnight. That's the unlock, and not just for us. For any team running lean." — Kushagra

If you run a lean content team

You probably have the same problem Key AI had: more footage than time, and an editor's calendar full of work that should belong to an assistant editor. That's exactly what Eddie was built for, pros and small teams who shoot real content and need a real rough cut.

Upload raw footage. Get back a logged, organized, edit-ready sequence in your NLE of choice, Final Cut, Premiere, or DaVinci Resolve. The first two projects are free.

Start with Eddie →

In Summary

Key AI runs a full post pipeline on a tiny team because Eddie does the assistant editor's job and speeds up their work