The AI that shows its work.
Natkal is an applied-AI company. We build decision systems that ground every call in primary-source evidence, argue it from every side, and run unattended. Our first product line, Quorum, is live — with two more in development.
Approach
One conviction, across every product line: AI should show its work.
Most AI tools hand you an answer and hide the reasoning. We build the opposite — systems whose every decision is backed by primary-source evidence, recorded dissent, and an audit trail you can follow to the original quote. The method generalizes across domains; investing is where we shipped it first.
Debate, don't dictate
Role-typed AI seats argue opposing cases across multiple rounds; a separate adjudicator weighs the debate. We act only on the thesis that survives, and the losing case is logged, not deleted.
Evidence, not vibes
Conclusions carry verbatim quotes from primary sources and a recorded dissent log. A recursive reading model reads full SEC filings line by line, with verification against fabrication.
Runs on its own
Systems run on their own schedule and refresh continuously, so the analysis is ready and waiting before you log in — no prompting, no babysitting.
Product lines
Three AI frontiers. One accountable engine.
Quorum is live and shipping. Two further AI product lines are in development.
Quorum
An 11-seat AI investment council. Two councils debate what you hold and what you're watching — grounded in SEC filings — shipping every verdict with its evidence and the dissent it had to beat.
World Action Models
Predictive world models with action conditioning — so an agent can imagine the consequence of an action before it commits to taking it.
Inventory Audit Vision
Computer-vision auditing for real estate: reconcile what's actually on-site against the records, flag discrepancies automatically, and turn site imagery into structured, auditable inventory.
Live product line
LiveQuorum — an 11-seat AI investment council
For long-horizon investors. Eleven role-typed AI seats — ten debating seats across two councils plus a Synthesizer — argue what you hold and what you're watching, grounded in SEC filings (10-K / 10-Q read line by line) and live fundamentals, then deliver verdicts you can audit down to the source quote.
- ▸Portfolio Council — 6 seats. Bull, Skeptic, Bear, Pragmatist, Cartographer (reads the filings), and a Quant adjudicator debate every position you own → ENTER / HOLD / TRIM / SELL with evidence and a dissent log.
- ▸Watchlist Council — 4 seats + Synthesizer. Entry Strategist, Catalyst Hunter, Devil's Advocate, and Filing Analyst argue entry candidates; a Synthesizer emits a weighted bet with exit targets across three risk profiles.
- ▸Profile-aware. Your risk tolerance decides which verdict leads; the others stay visible for comparison.
Invest
Backing the company building accountable AI.
Natkal is a Wyoming US LLC with a live product line — Quorum — running autonomous, evidence-grounded investment councils in production, and two more AI lines in development. The deck covers architecture, roadmap, the raise, and use of funds.
info@natkal.ai