AI CMO Multi-Agent Platform: 8 Sub-Agents Serving 120,000+ Companies on Vercel

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AI CMO Multi-Agent Platform: 8 Sub-Agents Serving 120,000+ Companies on Vercel

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Okara is an AI CMO that directs a team of specialized sub-agents to drive marketing for founders and small teams without a marketing hire. As of mid-2026, Okara's AI CMO is actively managing growth for over 120,000 businesses, processing 4 billion tokens per day across a multi-provider AI stack, and shipping to production six or seven times a day. The platform's core architecture is a multi-agent system with eight specialized sub-agents covering SEO, GEO (generative-engine optimization for AI chatbots), social, content, Reddit, Hacker News, and adjacent channels, all coordinated by a parent AI CMO that builds a marketing strategy and brand voice from a single website URL. The infrastructure is built on Vercel AI Gateway, which replaced Okara's prior integration with eight separate model provider SDKs and consolidated routing, retry logic, fallback, and provider health monitoring into a single endpoint with zero-data retention for privacy-sensitive workloads. This means new AI models become available to Okara's users the same day they ship, with no adapter, no edge-case testing, and no deploy cycle. On the agent-execution side, Okara's SEO agent uses Vercel Sandboxes (isolated compute environments) to scan a user's site for technical issues, run the analysis in an isolated environment, and pass findings to a coding agent that opens a pull request with the fix for a human to review and merge — completing the detect-analyze-fix loop automatically. Okara's 4-person Singapore-based team (founder Fatima Rizwan, plus a small distributed engineering team) ships improvements to customers on the same day they ship internally. The product targets solo founders and small teams that would otherwise pay $15,000/month for a marketing agency, with customers including investment banks, dating apps, and other bootstrapped startups. Okara was founded in 2025 in Singapore and is expanding its agent suite while moving upmarket to serve larger teams. (Singapore — global deployment serving 120,000+ companies)