Sourcesingest_pipeline
Deep research
PDF / DOCX
Market data
Statista / Nielsen
Industry signals
Crunchbase / SEMrush
Qualitative
Transcripts / IDIs
Quantitative
Surveys / Panels
1st-party ads
Google / Meta / TikTok
Audience
CDP / CRM / Klaviyo
feeds
›
Databasestructured + raw storage
vector store
embeddingsbge-large-en
indexHNSW · cosine
dims1024
relational
brand.facts12.4k rows
market.signals841k rows
audience.segs3.2k rows
campaigns67k rows
voice.of.customer9.1k rows
compliance
piiredacted
soc2aligned
indexes
›
Braincontext store · retrieval
brand.facts12.4k
market.signals841k
audience.segments3.2k
campaigns.history67k
voice.of.customer9.1k
serves
›
Clientsretrieval_api
ChatGPT
GPT-4.1 / Projects
Claude
Sonnet 4.5 / Skills
Manus
Agent / Workflows
Gemini
2.5 Pro / Gems
Internal
Notion / Slack
queries
›
Useraccess layer
accede vía
>_Chat natural
Pregunta directamente en cualquier cliente AI
>_Agent workflows
Automatiza tareas recurrentes con agentes
>_Scheduled reports
Reportes automáticos programados
>_API calls
Acceso directo al brain via API
▸ Query en vivo
·
>_chat
>_workflows
>_reports
>_api
>_
via claude · brand.facts · campaigns.history
query_log · tail -f
live
14:02:11claudesummarize last 4 GTM tests with conversion lift > 8%brand.facts · campaigns.history312ms
14:02:04chatgptdraft Q3 plan for Lifestyle SKU expansion (3 markets)market.signals · audience.segments498ms
14:01:57manusaudit creative against brand.facts v3 — flag violationsbrand.facts · voice.of.customer221ms
14:01:48internalstart/stop/continue paid social, last 30d, by channelcampaigns.history · market.signals387ms