societal
04Stack

Seven partners.
One signal chain.

Societal runs on infrastructure from the startup programmes we are part of. Each one has a clear job in the chain, from the raw feed to the brief in your hand.

Schematic · Signal flowRev. 0.1
INPUTPROCESSINTELLIGENCEOUTPUTSRCInstagram · TikTokSRCYouTube · XSRCLinkedIn · ThreadsGCPCloud Run · Pub/SubMDBAtlas · VectorOAIEmbed · PerceiveANTClaude · ReasonGCPVertex · ForecastCFEdge · Dashboard11LVoice briefAPIAlerts · WebhooksBUILT WITH KIRO · SPEC → HOOKS → CODE · SERVED BEHIND CLOUDFLARE
04.1Component list
  • 01

    Google Cloud

    Google for Startups Cloud Program
    Compute & data plane

    Cloud Run workers pull platform APIs on a schedule; Pub/Sub fans events out; BigQuery keeps the long-term signal history that predictions are trained against.

    Cloud RunPub/SubBigQueryVertex AI
  • 02

    Claude

    Anthropic Startup Program
    Reasoning & strategy

    Reads the full context of an account — niche, voice, past winners — and writes the recommendation: what to post, why now, and how to frame it.

    Strategy briefsCaption draftsAudience reasoning
  • 03

    OpenAI

    OpenAI for Startups
    Perception & embeddings

    Embeds every post, caption and comment into one vector space and transcribes video audio, so trends can be clustered across formats and platforms.

    EmbeddingsVision taggingTranscription
  • 04

    MongoDB Atlas

    MongoDB for Startups
    Operational store & vector search

    Accounts, posts and trend clusters live in Atlas; Vector Search finds the nearest viral precedent for any idea in milliseconds.

    AtlasVector SearchChange Streams
  • 05

    Cloudflare

    Cloudflare for Startups
    Edge, security & delivery

    The site and API sit behind Cloudflare: Workers at the edge, R2 for media snapshots, Turnstile on every public form, and caching for the dashboard.

    WorkersR2TurnstileCDN
  • 06

    ElevenLabs

    ElevenLabs Grants
    Voice

    Turns the morning brief into a 60-second spoken update, and generates voice-over drafts for recommended short-form scripts.

    Audio briefsVoice-over drafts
  • 07

    Kiro

    Kiro for Startups
    Build system

    Spec-driven development for the team: every ingestion connector and model pipeline starts as a Kiro spec before it becomes code.

    SpecsAgent hooksSteering
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