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signals added
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Events added this run
Claude Managed Agents in Production Gong Mission Andromeda CoreWeave / Meta / Jane Street $27B Devin 2.0 — COBOL at Fortune 500
Signals & Themes →
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Enterprise procurement just collapsed to 9 days THREAD
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Seva Ustinov @sevaustinov 1/3

Notion, Rakuten, and Sentry deployed Claude agents in production in 9 days. $0.08/hour. Enterprise procurement that used to take 6-18 months just became a week-and-a-half project.

179/280 ✓
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Seva Ustinov @sevaustinov 2/3

This isn't because enterprise got faster. It's because the evaluation criteria changed. Agents are being tested on outcomes, not features — and outcome evals are shorter loops.

176/280 ✓
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Seva Ustinov @sevaustinov 3/3

Implication for enterprise AI sellers: the sales cycle isn't shorter because buyers trust you more. It's shorter because the proof surface shrank. Show results in a week or you're not in the deal.

196/280 ✓
The sales cycle shortened because the proof surface shrank
Show the receipts — Gong's internal AI transformation
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Seva Ustinov
@sevaustinov

Gong reduced implementation time 35% and cut support tickets 40% using its own AI product internally. The best enterprise AI sales pitch: transform your own company first, then show the receipts. Gong did.

Eat your own dog food before you pitch it 205/280 ✓
Devin and the Fortune 500 COBOL audit trail
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Seva Ustinov
@sevaustinov

Devin 2.0 is modernizing COBOL at Fortune 500s. Legacy tax and customs workflows. The enterprise trust threshold for AI agents just crossed a new line — and the unlock was a video audit trail, not a benchmark score.

Auditability was the enterprise trust unlock 215/280 ✓
Comment opportunities
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Alex Albert @alexalbert__ · Apr 17

Notion, Rakuten, and Sentry all went from decision to production Claude agents in under 9 days. $0.08/hour. The procurement process that used to take 18 months is now a week of engineering time.

167K views5.4K likes1.1K reposts
Reply · Enterprise procurement has fundamentally changed
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Seva Ustinov
@sevaustinov

Notion, Rakuten, Sentry deployed Claude agents in 9 days. $0.08/hour. Enterprise procurement that used to take 6-18 months just collapsed. The buying motion for AI has changed permanently.

188/280 ✓
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Amit Bendov @amit_bendov · Apr 17

Gong Mission Andromeda update: using our own platform, we reduced implementation time 35% and cut support tickets 40%. Best sales proof: transform your own company with your product before you pitch it to others.

89K views3.1K likes580 reposts
Reply · Show the receipts
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Seva Ustinov
@sevaustinov

Gong reduced implementation time 35% and support tickets 40% using its own product. The best AI sales pitch: use AI to run your company better than your competitors can. Show the receipts.

188/280 ✓
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Cognition @cognition_ai · Apr 16

Devin 2.0 is now running COBOL modernization at Fortune 500s — tax ID logic, customs workflows, multi-hour sessions. Every action has a video audit trail. That's what got us into these systems.

134K views4.2K likes870 reposts
Reply · Auditability is the enterprise unlock
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Seva Ustinov
@sevaustinov

Devin is modernizing COBOL at Fortune 500s. Tax ID logic. Customs workflows. The risk tolerance for enterprise AI agents just crossed a new threshold — and the audit trail is a video.

183/280 ✓