Sophie is the constraint-driven AI advisor inside GRIP OS by Caugia. She names the binding constraint, cites peer-reviewed frameworks, and prescribes 3 next moves with owner, cost, and deadline. She runs on a 360-framework / 607-paper / 636-essay corpus, scores every workspace deterministically (12 pillars × 4 G/R/I/P dimensions), and submits her answers to an independent weekly grader.

How does Sophie compare to ChatGPT or Claude for GTM advice?

ChatGPT and Claude are horizontal language models. Sophie is a vertical AI advisor: structured knowledge graph, vertical-native vocabulary, deterministic GRIP scoring, citation discipline, and audit trail. Every claim resolves to a framework slug, a peer-reviewed paper DOI, or an operator-essay URL. No hallucinated references.

How many GTM tools does Sophie connect to?

Sophie connects to 472 GTM tools across 25 categories. The library splits into two lanes. Pull-sync inbound runs daily at 06:00 UTC across CRM, billing, product analytics, mailbox, helpdesk and customer success - feeding the diagnostic with real signal. Push outbound is event-driven and lands actions or constraints as native artefacts in Asana, Atlassian, Clay, Brevo, Capsule, Apollo, Airtable and 80 more. 86 push handlers are hard-active today; 386 sit in soft no-op until the destination API opens. Credentials are stored AES-256-GCM at rest with envelope encryption. The full breakdown lives at https://os.caugia.com/sophie/connectors.

Sophie . self-service preview

See exactly what Sophie cites for your situation.

Pick a vertical, type the symptom you are seeing, and Sophie returns the frameworks, papers, and operator essays she would surface in a real workspace. Same retrieval engine, same authority scoring.

300+ connectors

Sophie . self-service preview

See exactly what Sophie cites for your situation.

Pick a vertical, type the symptom you are seeing, and Sophie returns the frameworks, papers, and operator essays she would surface in a real workspace. Same retrieval engine, same authority scoring.

300+ connectors