Real teams, real results

See how teams across industries use Whizpot to ship projects faster, with less overhead, and better quality.

Agency

Software agency cuts planning time by 80% with Whizpot AI

A 40-person digital agency was spending 3 days every sprint planning week manually breaking SOWs into stories and tasks. Whizpot reduced that to 4 hours. The AI orchestrator now generates the initial backlog from client scope documents, and the PM team adjusts rather than builds from scratch.

80% faster sprint planning, 30% more features delivered per quarter.
Enterprise

Enterprise team deploys private AI for sensitive healthcare projects

A healthcare IT company needed AI-powered project management but could not send patient-related scope documents to third-party AI APIs. Whizpot Scale tier with private Ollama deployment kept all data on their GPU server while still generating complete backlogs and test cases from clinical SOWs.

SOC2-compliant AI, zero data leakage, on par with cloud AI accuracy.
Startup

Startup ships MVP 2x faster with AI-generated test coverage

A 12-person B2B SaaS startup used Whizpot to go from product brief to working MVP in 6 weeks. The AI generated 200+ test cases from their backlog automatically, catching regressions that would have slipped through manual testing. UAT with their beta client ran entirely in Whizpot's client portal.

MVP shipped in 6 weeks vs. projected 12. Zero P1 bugs in first month.

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