Skip to main content
All integrations
V
+
A
Shipped
Data

Velora Marketing + AI Engine

Advanced AI inference for 14 broker-aware workflows with prompt caching.

Velora's AI workflows run on leading large-language models. The 14 production workflows include reply-intent routing, contact summary, email drafting, RFP response, meeting notes, COI suggestions, deal-risk scoring, content generation, and the SBC parser among others.

Every agency-aware workflow wraps its system prompt with a cachedSystem() helper that's eligible for prompt caching (5-minute ephemeral TTL). The agency profile + book context land in the cached prefix; only the per-call inputs vary. Cache stats logged on every call so hit rate is observable in production.

Data flow

What moves between Velora and AI Engine.

Velora sends to AI Engine
  • System prompt + agency profile + per-call user input
  • PDF binary for SBC parsing
Velora receives from AI Engine
  • Structured JSON or text response
  • Cache hit/miss telemetry
  • Token usage for billing reconciliation
Setup

How to connect.

Provide your AI provider API key in environment. Models are pre-selected per workflow (fast extraction vs. deep reasoning); customer can override per-tenant.