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AI & Platforms Atlas

A neutral, heavily-cited internal reference site. It exists so the team can:

  1. Form an unbiased mental model of major platforms — Salesforce, ServiceNow, Microsoft Dynamics 365, Pega, and Appian — and where each genuinely wins versus where it is commonly mis-selected.
  2. Understand how those platforms are investing in native AI — what is shipped, what is roadmap, which model providers sit underneath, how customer data is handled.

A separate section covers Data & Analytics platforms (Snowflake, Databricks, Palantir), which differ enough from the enterprise platforms above to warrant their own cohort.

Cohorts

  • Enterprise Platforms

    Five tier-one platforms: Salesforce, ServiceNow, Microsoft Dynamics 365, Pega, and Appian. Fundamentals, fit, and pricing.

  • Native AI in Enterprise Platforms

    What each platform ships natively for AI — products, model providers, data posture, pricing, release timelines.

  • Data & Analytics

    Snowflake, Databricks, Palantir — fundamentals and native AI. Scaffolding only; awaiting a second-pass research phase.

How to read this site

  • Every factual claim is cited. Click any footnote to verify.
  • Tone is neutral by design. Vendor positioning is reported, not endorsed.
  • Content decays. Each page declares a last_reviewed date and a tier (A/B/C). Tier C pages are refreshed quarterly; Tier A pages annually. See decay.md in the repo for the full mapping.

How to navigate

Use the top tabs to move between sections, or the sidebar to jump to a specific page. The search box (top-right) indexes the entire site.

How this is maintained

The repository contains REFRESH.md with the exact prompts to re-run for each tier on its refresh cadence. The CHANGELOG.md records what changed and when.

If you spot a claim that looks wrong, stale, or under-cited, flag it — the maintenance process is designed to catch and correct exactly that.