AletheiaAI is the truth layer for India's public markets. Its Signal Wedge is live and free: a fact-checked stock screener for 700+ listed Indian companies, company disclosures and anomaly detection, MRE sector reports and benchmarks, and market news. Plain, verifiable facts — powered by the Machine Reasoning Engine (MRE).

What is the Machine Reasoning Engine (MRE)?

The Machine Reasoning Engine (MRE) is AletheiaAI's proprietary research intelligence layer. It scores Indian sectors and 700+ listed companies on primary data — fundamentals, filings and disclosures — surfacing plain, verifiable facts and benchmarks so you see the raw truth, not analyst spin.

Is AletheiaAI free to use?

Yes. The Signal Wedge is free, always — the fact-checked stock screener, company disclosures, MRE sector reports and market news, plus 4 insight articles every week. No credit card required. A paid Blog Pass (₹999/mo or ₹5,000/yr) unlocks the full insights archive.

What public markets data does AletheiaAI cover?

AletheiaAI tracks 700+ listed Indian companies with fundamentals, filings, anomaly detection and company disclosures, plus live sector scoring and benchmarks. Sectors include Fintech, Quick Commerce, Logistics, Enterprise SaaS, AgriTech, EdTech, HealthTech, Deep Tech, Food Tech, Cybersecurity, Energy Tech, Real Estate Tech, Mobility, Defence Tech, E-commerce, and more.

What does the paid Blog Pass include?

Free readers get this week's insight drops (4 articles). Blog Pass — ₹999/mo or ₹5,000/yr — unlocks the full archive: every sector thesis, disclosure note and teardown ever published. The entire Signal Wedge (screener, disclosures, reports, news) stays free.

How is AletheiaAI different from other market research tools?

AletheiaAI is India-first and fact-first. Unlike broker research or generic news tools, it uses primary data with live sector scoring and company disclosures — no 47-caveat analyst reports, no WhatsApp chart forwards. You get the raw, verifiable truth on a company, sourced.

Is AletheiaAI available now?

Yes. The Signal Wedge is live now and free — open the screener at aletheiaai.in/screener. Join the list for upcoming tiers at aletheiaai.in/join.

Who founded AletheiaAI?

AletheiaAI was founded by Amit Tyagi, an ISB PGP 2012 alumnus and early-stage investor. He built AletheiaAI's Machine Reasoning Engine to give Indians the raw, sourced truth on listed companies — the research coworker that never sleeps.

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Sector Thesis·4 min read·Week 24

Why K-12 Ed-Tech Founders Over-Engineer Too Early

Name: AletheiaAI
Author: Amit Tyagi

Indian K-12 ed-tech founders are shipping feature-heavy products before validating core problems. This over-engineering kills unit economics and delays product-market fit by 18-24 months. The sector's real bottleneck is distribution, not technology.

ByAmit Tyagi·Fitoor Capital

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Amit Tyagi

Founder, AletheiaAI & GP, Fitoor Capital

Veteran of India's startup ecosystem. Writing about fundraising, investor psychology, and what it takes to build fundable startups in India.

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#ed-tech#product-strategy#india-startups#distribution

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