Launching today
Leni
The world’s most accurate AI for investors
520 followers
The world’s most accurate AI for investors
520 followers
Leni is the most accurate and verifiable AI for serious investment work. Built on 21,000+ decision traces and processing 100M+ rows daily, it delivers finance-grade outputs with full auditability through source links, timestamps, and grounded comps. Leni outperforms GPT, Claude, and Manus on independent benchmarks for accuracy, modeling, and valuation while giving teams the trust they need when millions are on the line. Leni is part of Google Startups and a serious machine for investors.
Most "most accurate AI for finance" claims fall apart the moment you ask something that requires reasoning across multiple time periods or reconciling conflicting signals in the data. What's the actual benchmark here, accuracy against what baseline, on what types of queries? And I'm curious how Leni handles cases where the underlying data sources disagree, like when reported earnings differ across filings or analyst estimates conflict with management guidance.
Congrats for the launch tho
Nice one @arunabh_dastidar ! Upvoted :)
Question: How do you validate that there was no hallucination at all? Do you show an audit trail back to the exact cells/files used or something?
Netlify
Hey PH fam 👋
I've been watching AI stumble in high-stakes professional work for a while now. Real estate and investment teams can't afford hallucinated numbers in an underwriting model or a memo that cites something that doesn't exist. The cost of that mistake isn't a slap on the wrist. It's a blown deal.
That's the exact problem Leni was built to solve.
Leni is an AI agent built specifically for real estate and investment teams. Not a general-purpose chatbot pointed at your files. A purpose-built system designed to handle the kind of work where accuracy is non-negotiable.
Here's what makes it different:
🏗 It connects to the actual systems your team already uses. Yardi, Entrata, RealPage, AppFolio, ResMan and more. No manual data wrangling. No explaining your world from scratch every time.
🔍 It doesn't just generate. It verifies. Multi-agent architecture cross-checks work and reduces hallucinations before anything lands in your hands.
📊 It delivers finished work products. Underwriting models, IC memos, lease abstracts, market research with cited sources. Not a 25-message thread you have to babysit.
🔐 It's built for sensitive data. Containerized models, strong guardrails, and a private institutional context graph that gets smarter about your firm over time.
And it's model-agnostic. Use your favorite LLM or let Leni route across models automatically for the best output. You're not locked into one model's limitations.
For anyone who's been burned by AI that sounds confident but gets the numbers wrong, this one's worth a serious look.
Big respect to @arunabh_dastidar and the Leni team for tackling one of the hardest problems in enterprise AI: not just being smart, but being trustworthy.
Check it out and drop your questions below!