Generic AI models hallucinate. They don't know your startup discovery criteria. Gamut is the only AI startup discovery engine for Asia that learns your preferences and gets smarter every time you use it.
In most tools, research lives and dies inside a chat window or CSV export. You ask a question, get a wall of text or rows of data, and the underlying reasoning disappears. There is no memory, no compounding intelligence, and no way to audit where each claim came from.
Gamut takes a different approach. Every mission runs through a verification pipeline, writes structured fields into your own data warehouse, and surfaces only what meets institutional standards. Instead of “ask and forget,” you get an engine that learns from every query and every correction.
You ask a question, get text, and the data is lost forever.
You initiate a Discovery Mission. Gamut's agents scan Asia's startup ecosystem, verify company data across regional registries, and store structured intelligence in your own BigQuery Data Warehouse.
We don't just generate answers;
we generate assets.
Authority without the jargon. Here's what the system is doing for you (in plain English).
Defense-in-Depth
Gamut mechanically verifies that a company exists and has enough evidence before any AI model is called.
Entity Workspace
Every startup lives in its own workspace, with structured fields, provenance, and confidence scores.
Cross‑Source Validation
Gamut compares claims across registries, enrichment APIs, and market data feeds before anything reaches the model.
APAC Verification
For emerging managers across APAC, the edge is verified facts — not more AI prose.
Together, these layers form a safety net for your team. The Firewall and Circuit Breaker keep ghost entities and thin data out of the pipeline. The Entity Workspace turns each startup into a living record with history and provenance, not just a line item in a spreadsheet.
Cross‑source validation and registry checks give you a ground‑truth view of APAC companies—with confidence scores and evidence you can put in an IC memo. Instead of wondering whether an AI hallucinated a claim, you can see exactly which filings, APIs, or web sources back it.
The point isn't more AI. It's fewer bad leads, less wasted time, and clear evidence behind every recommendation.
Every correction, every discard, every interaction makes Gamut smarter for your team. This is the moat: not the AI model, but the corrected data about Asia's startup ecosystem that creates proprietary value.
"Show Your Work" - Every deal comes with citations, confidence scores, and AI reasoning. We don't ask you to trust the AI; we ask you to verify it.
"Teach the Machine" - When you correct a field or discard a lead, Gamut doesn't just delete it. It learns. Every click makes the AI smarter for your team.
Every interaction makes Gamut smarter for your team
"The moat isn't the AI model (everyone has Gemini). It's the corrected data that makes YOUR instance smarter than generic wrappers."
Stop renting intelligence. Gamut provisions a sovereign, air-gapped environment that fuses your proprietary startup pipeline with live Asia market telemetry, creating a compounding asset that belongs exclusively to your firm.
Your proprietary data is your edge. We treat it that way. Gamut ingests your CSVs, PDFs, and CRM exports into a dedicated, isolated vault. Your data never trains our public models, and it never leaves your secure environment.
Partners leave. Associates rotate. But Gamut remembers. The system indexes every deal you've ever screened, allowing it to cross-reference new opportunities against your firm's historical thesis, passed deals, and internal notes instantly.
Your "Pass" pile is full of missed opportunities. Gamut transforms static spreadsheets into active watchlists. It monitors your entire historical pipeline 24/7, alerting you only when a passed company hits a new milestone that matches your growth criteria.
Gamut is engineered with a defensible technical moat that separates it from standard LLM applications.
Our proprietary orchestrator handles upstream failures, API limits, and anti-bot defenses automatically with a Hybrid Waterfall Engine that seamlessly falls back to premium APIs (People Data Labs) when web scraping fails, ensuring institutional-grade data quality.
We use a "Model Cascade" approach: fast models for broad scanning and reasoning models (Gemini Pro) for deep analysis, optimizing for both speed and depth.
Data isolation is baked in. Every team gets a dedicated data silo. Your startup pipeline is yours alone.
The only AI startup discovery engine for Asia with Explainable AI (XAI) and Human-in-the-Loop (HIL) learning. Every correction makes the AI smarter for your team.