Advertising/Analytics

AI Data Assistant for Advertising Analytics

Conversational analytics using semantic retrieval, RAG, and automated data refresh pipelines.

Illustration of a businesswoman presenting a dashboard of rising charts
2 weeks (MVP)

Timeline

70%

data access speed

80%

query reduction

3×

decision increase

Challenge

What was slowing the business down?

Teams waited on manual reports; insights were siloed and slow.

Solution

What we built or automated

  • Semantic search over ad data; remembers platform/date context
  • RAG to combine data with auxiliary knowledge for richer answers
  • Automated pipelines keep datasets current; real-time UI updates
Outcomes

Business impact

  • 70% faster access to data
  • 80% reduction in query time
  • 3× increase in data-driven decisions
Tools

Tech stack

LLMsPython/PandasPineconeFastAPI (WebSockets)LangGraphGoogle Cloud ServicesStreamlit (MVP)

Ask questions in plain English and get instant, contextual insights backed by always-fresh data.

Free, no-obligation call

Want results like these?

Walk us through it on a 30-minute call. We’ll suggest what to tackle first, then send a written proposal with a price.

We will cover
  • What your staff spend the most hours on
  • Which of those jobs we could take on or automate
  • Where we’d suggest starting

Prefer email? Write to contact@silvertonguecontracting.com

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