AxWise - AI User Discovery Engine

👋 Hey Product Hunt! Vitalijs here, founder of AxWise. (Yes, I am from Latvia, but based in Berlin) For last few years I was working on that project, having a lot of trial and errors and now I'm excited to share AxWise Open Source with you today. This project born from pure frustration on my personal PM journey - watching enterprise AI projects fail at a 95% rate, just because they omit the discovery phase 🎯 The problem I had to solve As a product manager with 14 years of experience and two exits, I've spent countless 6-week cycles gathering requirements, interviewing stakeholders, and creating personas that were outdated the moment we finished them. As later we identified a lot of times Mid-market companies literally losing €500K per launch on this manual discovery process. Worse yet, traditional personas are static snapshots that ignore location, culture, and real-time data, meaning - they're dead on arrival.​ ⚡ Why I Built This I realized we needed something fundamentally different, not just faster tools, but intelligent agents that could automate the entire discovery workflow end-to-end. That's why AxWise uses four specialized AI agents working together:​ Research Helper - Scopes problems and identifies research vectors Context Builder - Maps entire stakeholder ecosystems Synthetic Generator - Simulates hundreds of interviews Analysis Engine - Creates perpetual, location-aware personas + auditable PRDs What, I believe, makes AxWise different 🌍 Geospatial Intelligence - thanks to open-source + smart multi-step context building and ability to plug embeddings, RAG or finetuned LLMs, it allows creating district-level personas across 500+ regions with cultural cluster analysis​ 100% Open Source - Apache licensed. Deploy on-prem or cloud, own your data, zero vendor lock-in​. Currently, e2e process takes about 17 Minutes vs 6 Weeks - it is real automation, not just templates. For one of particular cases, another PM can go from idea to validated personas in under 20 minutes​ Built for Developers to integrate within your workflows and pipelines, you want to enhance your Jira tickets with additional multi-turn discovery, feel free to modify and use it - Service was built API-first, has full documentation, Docker-ready, GDPR compliant​ (by design) 🎁 Special Launch Offer For Product Hunt community: Get free strategic consultation on integrating AxWise into your workflow (worth €2,500 - 5 hrs). Just mention "PH Launch" when you reach out to vitalijs@axwise.de​ I'd Love Your Feedback On: 1. Which use cases resonate most with you? (enterprises, venture studios, product teams, consultancies?) 2. What integrations would make this most useful for your workflow? 3. How can we improve the developer experience? Thanks for checking us out! I'll be here all day answering questions and would love to hear how you currently handle customer discovery and requirements gathering. Star us on GitHub and let's build the future of enterprise discovery together! P.S. - We're raising a €450K pre-seed SAFE. If you're an investor interested in AI-powered enterprise tools, let's chat!