Market sizing you can
defend in the room.
Chronicle runs your market through a multi-agent pipeline that searches the web, papers, and news, scores every source for credibility, flags contradictions, and hands you a cited TAM/SAM/SOM report — not a paragraph you have to fact-check.
The difference between an estimate and a defensible number.
ChatGPT gives you a number. Chronicle gives you a number you can source, stress-test, and stand behind in a partner meeting.
Every source scored
Each source gets a credibility score before it reaches your number. You see the average confidence up front — not a black box.
Contradictions surfaced
When sources disagree on a number, Chronicle flags it instead of silently averaging. You walk into the room knowing what's disputed.
Every figure cited
TAM/SAM/SOM with a clickable source behind each claim. When a partner asks "where's that from?", you have the link.
How an analytics firm shipped research 10× faster.
Manual research was taking 10+ hours per report; analysts spent most of that time aggregating data instead of generating insights. Chronicle’s multi-agent pipeline replaced the aggregation step end-to-end.
“Their multi-agent research system transformed how we operate. Research that took days now takes minutes — and the quality is consistently better than manual work.”— Priya S., Head of Research, Analytics Firm
Five specialized agents. One auditable trail.
Not a single LLM call. Each agent is picked for the specific cognitive load of its job — and you watch every step run live.
Pulls from web, papers, and news
Tavily, Perplexity, and arXiv in parallel. Sources scored before they hit your report.
Adds metadata + sentiment
Dates, author signals, source-type classification, sentiment polarity. Every claim gets context.
Surfaces contradictions
Claude 3.5 Sonnet flags conflicts between sources.
Builds the reasoning chain
GPT-4o turns scattered claims into hypotheses + trends.
Compiles a cited markdown report
Claude 3.5 Haiku assembles the deck-ready output. Drop your TAM/SAM/SOM straight into a slide, Notion, or a YC application.
How it works
No black box. Every step the agents take is visible, recorded, and replayable.
- 01
Name your market
Type a market, segment, or category. No prompt engineering, no API keys, no signup.
- 02
Watch five agents fan out
Web, papers, and news in parallel. Every source scored, every contradiction flagged, the reasoning chain assembled live.
- 03
Get a cited sizing report
TAM/SAM/SOM with sources, surfaced contradictions, and a confidence score. Markdown export — paste straight into your deck.
Built for the questions founders actually ask.
- Pre-fundraise — size your market with numbers you can defend in a partner meeting.
- Pre-launch — map the competitive landscape, find the gaps, find the prior art.
- Customer discovery — surface what real users are saying about today’s solutions, with sources.
- YC application — back every claim with a citation a partner can click. Or run research from Cursor via MCP while you draft.
Stop guessing your TAM.
Run your market through Chronicle. Free, open-source, and every number comes with a source you can defend.
Size your market →Made by IntelliForge AI— a Hyderabad-based AI agent and workflow automation studio aligned with India’s Bharat AI Mission. Chronicle is the second product in a portfolio of nine shipped AI apps. Founder: Girish Hiremath— 14+ years across compliance, banking, pharma, telecom, and IoT, now formalising the AI side with an M.Tech in Data Science & AI at IIIT Dharwad.