Sophie is the constraint-driven AI advisor inside GRIP OS by Caugia. She names the binding constraint, cites every claim by named source (framework slug, peer-reviewed DOI, ISBN-tagged book, or named-operator essay), and prescribes 3 next moves with owner, cost, and deadline. She scores every workspace deterministically (12 pillars × 4 G/R/I/P dimensions), submits her answers to an independent weekly grader, and runs a weekly hallucination audit — 0 hallucinations measured in the last 1,000 citations.

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 300+ GTM tools across 25 categories (472 push-handler implementations in the registry; we cite 300+ as the conservative public count). 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.

Provi Sophie senza registrazione: diagnostica GTM su un workspace reale

Faccia subito queste domande a Sophie:

Prompt 1

Qual è il mio vincolo bloccante?

Sophie nomina l'unico pilastro GRIP che trascina giù tutto il resto, con impatto quantificato.

Prompt 2

Dove sta il mio potenziale di espansione?

Richiama il tool analyze_expansion_opportunity e restituisce 3 leve con bande di crescita NRR.

Prompt 3

Perché il nostro traffico IA non converte?

Tira i dati di query GEO/AEO, li mappa sui pilastri, fa emergere il gap maggiore.

Prompt 4

Mi mostri il confronto con la coorte di peer

Usa il tool compare_to_cohort sul set di benchmark di questo segmento.

Pronto per il Suo workspace?

Valutazione di 5 minuti, diagnosi istantanea, il Suo vincolo nominato e quantificato.

Avvii la valutazione →Veda i prezzi

Provi Sophie su un workspace reale. Senza registrazione.

Faccia subito queste domande a Sophie:

Pronto per il Suo workspace?

Provi Sophie su un workspace reale. Senza registrazione.

Faccia subito queste domande a Sophie:

Pronto per il Suo workspace?