Now Available for Early Access

The Autonomous Analyst for Private Markets.

From Seed to Buyout. Verify, filter, and monitor your deal flow with the first AI engineered for institutional rigor.

Gamut is not a Tool. Gamut is Hireable Intelligence.

gamutagent.ai/mission
Mission: Discovery
Find Top 5 AI Startups in San Francisco
Status: Analyzing 2,847 data points...
Active
Companies Found
127
Enriched Profiles
23
Pipeline Ready
5

Why Gamut is Different:
The "Glass Box" Architecture

Generic AI models hallucinate. They don't know your investment thesis. Gamut is the only AI deal flow platform that learns your preferences and gets smarter every time you use it.

đźš«

Stateless Chatbots

You ask a question, get text, and the data is lost forever.

  • Ă— No memory between sessions
  • Ă— No structured data storage
  • Ă— No institutional knowledge
âś…

Gamut Intelligence Engine

You initiate a Mission. Gamut's agents execute complex, multi-step research, verify data, and store structured intelligence in your own BigQuery Data Warehouse.

  • âś“ Permanent intelligence asset
  • âś“ Structured SQL tables ready for analysis
  • âś“ Institutional memory that compounds

We don't just generate answers;
we generate assets.

Business Benefits

The Business-First
Translation Layer

Authority without the jargon. Here’s what the system is doing for you (in plain English).

Technical Term New Marketing Name The Simplified Pitch
Hallucination Firewall Reality Check We verify the company actually exists (and isn’t a dead link) before we waste your time analyzing it.
Zero‑Evidence Circuit Breaker Strict Standards If the data is missing, we say “Unknown.” We never guess, and we never make things up.
Constraint Verification Engine The Guardrails You set the rules (e.g., “Must be in SF”). We enforce them. If a startup doesn’t fit, we reject it automatically.
Memory Bank Smart Memory Gamut remembers what you hate. Reject a consulting firm once, and it won’t show you another one.

How It Works

A simple 1‑2‑3 flow—from thesis to a vetted shortlist.

Step 1

You Set the Thesis.

“Find me Series A AI startups in San Francisco with >20 engineers.”

Step 2

Gamut Hunts & Vets.

The engine scans thousands of signals, checking websites, team sizes, and tech stacks—filtering out the 99% of noise that doesn’t fit your criteria.

Step 3

You Get the Verdict.

Receive a shortlist of high‑conviction targets, complete with the evidence and sources used to verify them.

An Analyst You Can Trust.

The point isn’t more AI. It’s fewer bad leads, less wasted time, and clear evidence behind every recommendation.

  • âś… Grounded in Fact: Every insight is cited with a source (LinkedIn, Website, or Data Provider).
  • âś… Financially Disciplined: We don’t bill you for dead leads or empty searches.
  • âś… Always Learning: The system gets smarter with every deal you review.
Proprietary Alignment Engine

The Only AI That
Learns Your Investment Thesis

Every correction, every discard, every interaction makes Gamut smarter for your team. This is the moat: not the AI model, but the corrected data that creates proprietary value.

Explainable AI (XAI)

"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.

  • âś“ Source URLs for every data point
  • âś“ Confidence Badges (Green/Yellow/Red) show data quality
  • âś“ "Why This Deal?" explanations show AI reasoning

Human-in-the-Loop (HIL)

"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.

  • âś“ Field Corrections lock data from auto-overwrites
  • âś“ Discard Reasons become negative constraints
  • âś“ Active Learning refines future searches automatically

The Reinforcement Learning Loop

Every interaction makes Gamut smarter for your team

👤
User Action
Discard or Correct
đź’ľ
Feedback Stored
BigQuery Database
đź§ 
Active Learning
Constraints Injected
✨
Smarter AI
Better Matches

"The moat isn't the AI model (everyone has Gemini). It's the corrected data that makes YOUR instance smarter than generic wrappers."

A Better Comparison

The goal isn’t a conversation or a database export. It’s a vetted shortlist you can act on.

Standard Databases Chatbots (ChatGPT) Gamut Agent
The Job A list of data A conversation An executed task
The Output 10,000 rows A paragraph of text 5 qualified deals
The Safety Outdated info Often hallucinates Mechanically verified

Turn Your Data into
Proprietary Alpha.

Stop renting intelligence. Gamut provisions a sovereign, air-gapped environment that fuses your proprietary deal flow with live market telemetry—creating a compounding asset that belongs exclusively to your firm.

1

Sovereign Data Residency

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.

2

Total Deal Recall

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.

3

Dormant Data, Woken Up

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.

From Thesis to Pipeline in Minutes

Four core capabilities that transform how you discover, evaluate, and track investment opportunities.

Capability 1

Mission Control
(Discovery)

"Find me Top 5 AI Startups in San Francisco."

Don't settle for a generic list. Gamut's Double-Tap Search Architecture ensures zero dead-ends.

  • Deep Scan: Attempts full-page analysis of thousands of data points.
  • Resilient Fallback: If scraping is blocked, our proprietary "Fast Search" heuristics take over to guarantee results.
  • Noise Filter: Automatically ignores aggregators (Reddit, Quora, generic lists) to find primary sources.
Mission: Discovery
Active • 23 results found
Neural Dynamics AI
Series A • $12M raised • Founded 2023
Quantum Compute Systems
Seed • $3.5M raised • Founded 2024
Harvest: Due Diligence
Analyzing startup.com
Founder: Ex-Google AI Lead
2x Founder • Previous exit: $50M
Tech Stack: Deep Tech
Custom CUDA implementation • Not API wrapper
Hiring Forensics: Deep Tech Phase
Hiring ML Researchers, not Sales (Product Dev)
âś… Active: Not a Zombie
Recent funding + active hiring (12/2024)
Capability 2

Automated Due Diligence
(Harvest)

Get the signal, skip the fluff. Stop chasing zombies.

Turn a URL into an Instant Investment Memo with one click. Gamut's Harvest Agents go beyond the homepage with a proprietary Hybrid Waterfall Engine:

  • Smart-Source Data: Gamut isn't just a scraper. It uses a proprietary Waterfall Engine that blends real-time agentic search with premium identity APIs (People Data Labs). If the web is messy, we buy the clean data automatically—giving you institutional-grade accuracy at a fraction of the cost.
  • đź§ź Zombie Detection: Stop chasing dead leads. Gamut cross-references funding dates and hiring activity to automatically flag "technically alive but investably dead" startups—saving you from wasting time on deals that are likely winding down.
  • Hiring Forensics: Don't just count heads. Gamut analyzes open roles to decode strategy. Are they hiring Researchers (Deep Tech) or Account Execs (Sales Push)? We tell you the phase they are actually in—not just what their last funding round claimed.
  • Tech Stack Forensics: Is this company a "Thin Wrapper" risk or a "Deep Tech" opportunity? Gamut analyzes their infrastructure (CUDA vs. API) to tell you.
  • The Instant Investment Memo: Gamut synthesizes every data point—founders, moat, risks, and competitors—into a drafted prose memo ready for your Investment Committee. Stop writing the basics; start editing the insights.
Capability 3

The Knowledge Bank
(Pipeline)

Your firm's brain, getting smarter every day.

Every search, every enriched lead, and every "pass" decision is recorded in your Deal Flow Pipeline.

  • Kanban Workflow: Move deals from "Identified" to "Portfolio" in a visual interface.
  • Data Gravity: Unlike chat logs, your data lives in structured SQL tables, ready for quantitative analysis and identifying macro trends across your entire deal history.

Deal Flow Pipeline

127 deals tracked
42
Identified
18
Evaluating
3
Portfolio
Neural Dynamics AI Evaluating
Quantum Compute Identified
Multi-Modal Query
Searching web + workspace
Query
"Do we have conflicts with Neural Dynamics AI?"
Google Drive: No conflicts found
Checked 47 investment memos
Web: Public info available
Series A announced 2 weeks ago
Capability 4

Multi-Modal Fusion

Connect the dots between the web and your workspace.

Gamut doesn't just search the internet. It connects securely to your Google Drive and Microsoft OneDrive.

"Do we have any conflicts with this new lead?"

Gamut checks your internal investment memos and external market data simultaneously to give you a complete answer.

Technical Deep Dive

Built for the Era of
Agentic AI

Gamut is engineered with a defensible technical moat that separates it from standard LLM applications.

🛡️ Self-Healing Orchestration

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.

đź§  Model-Agnostic Intelligence

We use a "Model Cascade" approach—leveraging fast models for broad scanning and reasoning models (Gemini Pro) for deep analysis—optimizing for both speed and depth.

đź”’ Enterprise Security

Data isolation is baked in. Every team gets a dedicated data silo. Your deal flow is yours alone.

đź§  Glass Box Architecture

The only AI deal flow platform with Explainable AI (XAI) and Human-in-the-Loop (HIL) learning. Every correction makes the AI smarter for your team.

  • • Citations and confidence scores for every data point
  • • Active Learning: Your feedback refines future searches
  • • Proprietary dataset: The moat is the corrected data
Active Learning in Action
User Discards Lead
"Wrong vertical" (15 times)
↓
Constraint Injected
"Do not include wrong verticals"
↓
Result
Fewer false positives

Architecture Highlights

Double-Tap
Search Architecture
Headless
Agent System
BigQuery
Data Persistence
Glass Box
XAI + HIL Learning

Stop Searching.
Start Harvesting.

Join the firms using Gamut to automate their top-of-funnel and make data-driven decisions faster.

Zero Dead Ends
Double-Tap architecture ensures results
Institutional Memory
Every mission builds your intelligence asset
Glass Box AI
Explainable + Self-Learning
Enterprise Ready
SOC2 compliant • Data isolation • 99.9% uptime