How this site is researched, written, and corrected.
Claw & Talon publishes research at scale, and scale only earns trust when the process behind it is visible. This policy explains how content gets made, what standards it must meet before it is indexed, where automation is used, and where human judgment is required.
Editorial ownership
All published research is the responsibility of a named editorial owner: JJ Ben-Joseph, Founder & Principal. Sector frameworks, investment-case articles, learning guides, and hosted essays are reviewed by the editorial owner before publication. The buck stops with a person, not a pipeline.
How startup profiles are produced
Profiles in the Israeli Startup Database move through a three-stage pipeline. First, automated collection gathers public information: company websites, public announcements, funding databases, and press coverage. Second, research drafting organizes that material into a structured profile — description, sector classification, dual-use assessment, risk factors, and diligence questions. Third, editorial normalization applies sourcing rules, strips unsupported claims, flags weak verification, and decides whether the profile meets the standard for search indexing.
Use of AI and research tooling
Claw & Talon uses automated crawlers and AI-assisted drafting tools in the collection and drafting stages of database profiles. We disclose this plainly because readers should know how research is made. AI assistance is a drafting accelerant, not an authority: automated text is constrained by the public sources attached to each profile, claims about funding, customers, or government relationships must trace to a cited source, and profiles that cannot meet that bar are excluded from search indexing and flagged with verification notes. Hosted essays and investment-case articles are written and edited by the editorial owner.
Standards for indexable pages
Not every page we serve is a page we ask search engines to index. A startup profile is only indexable when it cites at least two public sources independent of the company's own website and social profiles, carries substantive original editorial analysis rather than reformatted marketing copy, and has no unresolved verification flags on material claims. Profiles that fall short remain browsable for ecosystem-mapping purposes but are excluded from the sitemap and marked noindex. These standards are enforced automatically at build time and audited on every deployment.
Sourcing and verification
Each profile lists its public sources. Where public information is limited, the profile says so in a visible verification note, and cautious language replaces specific claims. We do not state customer relationships, funding events, or defense adoption without a public source. Scores and priority signals are comparative research aids, not investment ratings, as described on the About page.
Independence and monetization
Companies cannot pay for inclusion, scores, or favorable framing in the database. The site may display advertising through Google AdSense on research and database pages; advertising is disabled on trust pages, tools, and pages excluded from indexing. Advisory services are commercially separate from published research, and published profiles are not marketing for advisory clients.
Corrections
If anything on this site is wrong, we want to fix it. Send corrections through the Contact page with the page URL, the proposed correction, and a public source where possible. Corrections that survive review are applied to the underlying data, and material corrections update the page's modification date. We may qualify or remove entries entirely when better information is available.