AI SystemsAI Platform2026
Adology: Agentic Intelligence Platform for Creative Analytics
- TypeScript
- Node.js
- PostgreSQL
- pgvector
- AWS EKS
- Temporal
- DBOS
- AI Agents
- AdTech
- React 19
The challenge
Creative data was trapped in unstructured media across 9 platforms. Scaling multimodal LLM analysis created strict multi-tenancy, sub-second latency, and critical cost-control constraints.
What we built
End-to-end platform: Scout agentic analyst with 92 tools, multi-tenant ingestion pipeline across 12 scraper networks, vector search with pgvector, and strict cost-governance reliability systems.
Systems delivered
- Scout Agentic Analyst
- Multi-Tenant Ingestion Pipeline
- Multimodal LLM Enrichment & Taxonomy Labeling
- Hybrid Retrieval Engine (pgvector + Full-Text)
- Cost Governance & Reliability Guardrails
Outcome
Delivered a 15-package TypeScript monorepo with 132 tables, automated health checks, sub-second non-LLM latency, and governed, cost-capped AI workflows.
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