13 — AI / Lead Engineering
ORCHESTRA
A multi-agent lead engineering engine: twelve specialised AI agents that detect market signals, discover and research companies, score intent, verify contacts, personalise outreach and write every result to the CRM.
12
Specialised agents in one pipeline
- Client
- ORCHESTRA
- Industry
- SaaS
- Market
- Global
- Year
- 2026
Technology
- Next.js
- TypeScript
- React Three Fiber
- Framer Motion
- Zustand
- LLM agents
Challenge
"AI lead generation" usually means one model writing cold emails to a scraped list. Without research, qualification and deliverability checks, that burns domains and annoys prospects.
Solution
ORCHESTRA splits lead engineering into twelve stages, each owned by one agent: market watcher, lead hunter, business intel, intent detector, contact finder, email guardian, lead scorer, personalizer, outreach writer, dispatcher, reply agent and CRM guardian.
Leads move through a clear lifecycle — detected, investigating, qualified, outreach-ready, hot, contacted — and only high-intent, high-score leads are surfaced for outreach. A single-screen command center shows every agent and hand-off in real time.
Implementation
- 01Twelve-agent pipeline with one owner per stage
- 02Lead lifecycle and hot-lead rules (intent and score thresholds)
- 03Deliverability checks before any message is queued
- 04Personalised outreach drafted from research, not templates
- 05Real-time command center; the public demo runs on a deterministic simulation engine
Result
A lead engine that qualifies before it contacts, instead of contacting to qualify.
Every agent action is visible and traceable from signal to CRM record.
Services behind this project
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