FEATURED · DATA INFRASTRUCTURE
Half of new web articles are now AI-written and their citations often don't hold up. A trusted data layer gives agents structured, cited SEC filings to read before the noise.
Jennifer Ma
We read 550 bank, broker and insurer 10-Ks: 84% now mention AI, and most AI risk factors flag vendors or data leaks. What on-prem, VPC and SaaS each fix.
Jennifer Ma
We joined every Q2 2026 Form 4 with Q1-to-Q2 13F holder counts for 3,985 companies. Where insiders clustered their buying, institutions were more often leaving.
Jennifer MaWe measured every Q2 2026 13F: 66% of reported value landed in the three days before the Aug 14 deadline, and the raw filings need repair before use.
Jennifer MaA hands-on walkthrough: query earnings call transcripts from Claude over MCP or from your code over REST, and get back cited passages, not summaries.
Jennifer Mafinancialdatasets.ai, FMP, Massive, EODHD and FocusAlpha all call themselves financial data APIs. What each actually covers, costs, and is built for.
Jennifer MaThere is no Asian EDGAR. Japan splits EDINET and TDnet, Korea has DART, Taiwan MOPS — why extending US research into Asia is an integration problem.
Jennifer MaEarnings call sentiment analysis with LLMs breaks on hedged, forward-looking language. Where models fail, and why cited transcript passages beat a score.
Jennifer MaWhat a SEC filings API needs before AI agents can rely on it: EDGAR's real constraints, the failure data on retrieval pipelines, and a seven-point checklist.
Jennifer Ma
FocusAlpha