Case studies
Real production work, real outcomes.
The systems, products, and automations we have designed, built, and shipped for real teams. Every project below is a page you can open and read in full.
9 case studies · Built by IV Consulting
HuddleOwl: Local-First AI, Built on Open Models
A real-time AI meeting coach that runs entirely on your own laptop. We customised and re-tuned whisper.cpp and llama.cpp until an open model could coach a live call, with zero bytes leaving the machine.
HuddleOwl: Local-First AI, Built on Open Models
A real-time AI meeting coach that runs entirely on a laptop: whisper.cpp and llama.cpp customised and re-tuned for live coaching latency, with nothing leaving the machine.
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Mero AI: An AI Product Built End to End
Designed, built, and shipped Mero AI end to end with Claude Code: a full web app, native integrations, a REST API, an MCP server, and docs.
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Kronos: Notion OS + GHL CRM for a Quant Fund
Replaced a dozen disconnected tools with one Notion operating system and a GoHighLevel CRM for Kronos, a quant crypto trading firm.
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Faccelove: Notion + ClickUp Ad Pipeline
Built a gated brief-to-launch ad production pipeline across Notion and ClickUp for Faccelove, replacing scattered Google Sheets.
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BaseToPDF: Notion to Polished PDFs & ERDs
Built BaseToPDF, a product that turns Notion databases and pages into polished PDFs and ERD diagrams with a Canva-style editor.
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SVJ Brands: Asana to ClickUp Migration
Migrated SVJ Brands off Slack and Asana into one automation-driven ClickUp workspace, designed as real workspace architecture.
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Northsignal: GoFundMe Lead Monitoring
Built Northsignal, a system that monitors GoFundMe via RSS, scrapes campaigns with Apify, and extracts leads with GPT into Sheets.
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Brightpath: Website AI Sales Assistant
Built Brightpath, a Retell AI assistant on chat and voice that greets visitors, qualifies them, and books strategy calls 24/7.
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Lumora: Notion + Float Automation
Connected Lumora Studio's planning, resourcing, and HR with five Make automations across Notion, Float, and Personio. No double entry.
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