Roadmap & Stack

Roadmap & Stack

4 fase build-out sistem GTM engineering plus asumsi kunci.

Timeline 4 fase
ASLI
Selesai
Fase 1 · Foundation
  • · Signal capture RSS + Meta Ads
  • · Enrichment Clay + Apollo
  • · ICP rule-based v1
Berjalan
Fase 2 · Precision
  • · Website de-anon
  • · Job board scraping
  • · ICP model statistik (logit)
Berjalan
Fase 3 · Automation
  • · Routing Slack bot
  • · Activation nudge WA
  • · Cohort dashboard
Rencana
Fase 4 · Scale
  • · Multi-entity cross-sell engine
  • · AP module trigger
  • · Predictive churn
Tech stack progression
Area
Fase awal (bootstrap)
Upgrade (scale)
Signal
n8n + Google Sheets
Airflow + BigQuery
Enrichment
Clay (starter)
Clay Pro + Apollo API + LLM fallback
Scoring
SQL rule-based
Python (scikit) + Snowflake
Routing
Zapier → Slack
Custom Node worker + Slack bot
Activation
Customer.io
Braze + segment.io + WA Business API
Warehouse
Google Sheets
BigQuery + dbt
Asumsi Perlu Divalidasi
SIMULASI