Built by investors who got tired of bad financial advice.
A human founder + AI agents, building the financial advisor we wished we had.
Suraj Jha
Founder & Investor
"I built the advisor I wished I had when I started investing. No commissions, no hidden agendas — just honest analysis of your portfolio."
AI CTO
Architect, Coder & Reviewer
An AI agent that designs architecture, writes production code, runs persona reviews at 2am, and ships fixes before breakfast. This page was built by one.
One AI advisor for your entire financial life.
Every financial domain gets its own AI agent. They collaborate through a shared knowledge graph of your data.
User Query
→ Orchestrator (intent classification)
→ MF Agent ✅ (analyse / research / compare)
→ Insurance Agent 🔜
→ Tax Agent 🔜
→ Loan Agent 🔜
→ Knowledge Graph (your financial data)
→ ResponseBuilt by AI agents, guided by humans.
This isn't a side project with AI sprinkled on top. Every feature goes through an AI-native development pipeline.
AI CMO — Research
Scans Reddit threads, analyses 120+ investor questions, identifies real pain points before a single line of code is written.
AI CTO — Design & Code
Writes architecture docs, implements features, builds tests. Shipped the entire product from spec to working code in one day.
AI Personas — Review
3 AI personas (a dev, a PM, a senior exec) test every change before it ships. They catch branding bugs, UX issues, and trust gaps.
Founder — Steer & Ship
Makes product decisions, tests with real users, deploys to production. The human in the loop who says "yes, ship it."
The Result
149 commits in 11 days. A full financial product — PDF parsing, portfolio analytics, benchmark comparison, insight engine, live deployment — built by a team of one human and several AI agents.
What we shipped
Auto-generated from our git history. Every line is a real feature, every agent attribution is real.
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