Skip to content
Book Call
Back to Projects
Multi-Agent Systems • Active

Cadence: Sales

Coordinated AI agents that score leads, qualify prospects, and execute personalized outreach — setting the rhythm of your revenue engine.

Live system: Event-driven multi-agent system where specialized agents collaborate on lead qualification and outreach. Each agent operates autonomously while sharing context …

+45%
Lead Conversion
< 5 minutes
Response Time
3x faster
Pipeline Velocity
+60%
Revenue Impact
Free 20-min discovery + 48h ROI audit Production-grade, not a demo3 weeks to first value
✓
✓
✓
CRM integration complete • Gradual rollout by segment • Borderline flagged
Why this vs status quo
Do nothing
+45% lost
Manual Multi-Agent Systems
Build in-house
6–12 months
Hire + maintain
Cadence
< 5 minutes
Weeks, not months
Lead Scoring • Qualification Engine
Save ~10×

What ships

  • Lead Scoring — AI-powered lead scoring using firmographic data, behavioral …
  • Qualification Engine — Automated lead qualification based on custom ICP criteria, B…
  • Personalized Outreach — Generate hyper-personalized email sequences, LinkedIn messag…
  • Follow-up Automation — Intelligent follow-up sequences that adapt based on prospect…
  • Pipeline Analytics — Real-time pipeline visibility with conversion metrics, bottl…
  • CRM Integration — Seamless integration with Salesforce, HubSpot, and other CRM…

Human signs every critical step • Audit trail included

Sample output & architecture

Cadence — Production Blueprint
Dated 18 Aug 2026 • #CAD-2026-041
Lead Conversion: +45%Response Time: < 5 minutesPipeline Velocity: 3x fasterMulti-Agent Systems
Agents
Research Agent • Scoring Agent • Qualification Agent
Stack
Azure AI Foundry, Python, FastAPI, Azure Database for PostgreSQL
Workflow preview
1. Lead Capture2. Research & Enrichment3. Lead Scoring4. Qualification
Data flow: Lead Capture → Enrichment → Scoring → Qualification → Personalized Outreach → Engagement Tracking → Follow-up Optimization
Azure AI Foundry + LangChain • Azure AI Foundry enables rapid prototyping with managed modev1.0 • Audit trail

Why Azure AI Foundry + LangChain wins

Azure AI Foundry enables rapid prototyping with managed models. LangChain's agent framework simplifies multi-agent coordination and tool integration for CRM systems.

Alternatives: AWS Bedrock + CrewAI, GCP Vertex AI + AutoGen

How Cadence works — Instant to first value

Lead Capture → Research & Enrichment → Lead Scoring → delivery. Full 8-step trail collapses below.

01 • Instant
Lead Capture
Leads captured from website forms, events, referrals, and outbound campaigns. Enriched with firmographic data.
02 • < 2 minutes
Research & Enrichment
AI gathers comprehensive prospect information including company details, recent news, and social signals.
03 • < 30 seconds
Lead Scoring
Prospects scored against ICP criteria with predictive conversion likelihood and priority ranking.
Full 8-step audit trail
1
Lead Capture • Instant
Leads captured from website forms, events, referrals, and outbound campaigns. Enriched with firmographic data.
2
Research & Enrichment • < 2 minutes
AI gathers comprehensive prospect information including company details, recent news, and social signals.
3
Lead Scoring • < 30 seconds
Prospects scored against ICP criteria with predictive conversion likelihood and priority ranking.
4
Qualification • 1-3 days
Automated qualification through personalized discovery questions and BANT assessment.
5
Outreach Sequences • < 5 minutes
Personalized multi-channel outreach sequences crafted based on prospect research and engagement history.
6
Engagement Tracking • Real-time
Real-time monitoring of prospect engagement across all channels with intelligent trigger-based actions.
7
Follow-up Execution • Automated
Adaptive follow-up sequences that evolve based on prospect behavior and optimal timing.
8
Pipeline Analytics • Real-time
Comprehensive analytics on pipeline health, conversion rates, and revenue forecasting.

Which Multi-Agent Systems use case is yours?

Tap your model — see the exact hinge we test.

Outbound Sales

Scale personalized outbound campaigns across email, LinkedIn, and phone with AI-driven prospecting.

Do nothing
+45% wasted
  • • Manual Multi-Agent Systems process
  • • No audit trail
  • • No evidence for inspector/investor
Build in-house
6–12 months • Hire team
  • • Hire + train + maintain
  • • No re-run if product changes
  • • Hard to show investor quickly
Cadence — < 5 minutes
8 steps • Agents • Evidence
  • Lead Scoring
  • Qualification Engine
  • Daily watch + re-run

Multi-agent mesh — orchestrated

Live system presentation

Cadence · Agent Mesh

ORCHESTRATORMulti-Agent SystemsResearchACTIVEScoringNODE 02QualificationNODE 03OutreachNODE 04Follow-upNODE 0512345678
Step 1Instant

Lead Capture

Leads captured from website forms, events, referrals, and outbound campaigns. Enriched with firmographic data.

Form submissionsEvent attendeesReferral trackingData enrichment

Objections, answered

If it’s not answered, you’ll hesitate. So we answer it here.

Coordinated AI agents that score leads, qualify prospects, and execute personalized outreach — setting the rhythm of your revenue engine. Delivered as 5 specialized agents + 8-step workflow. You get Lead Scoring + Qualification Engine and a dated evidence trail.
Production in 3 weeks • Audit trail

Get Cadence live — without the Multi-Agent Systems drag.

Coordinated AI agents that score leads, qualify prospects, and execute personalized outreach — setting the rhythm of your revenue engine.… Implementation: Data Foundation → Intelligence Layer → Outreach Automation → Optimization.

Questions? Talk to a human • Responses in < 24h • Human signs every critical step

Evidence + audit trail•Azure AI Foundry + LangChain•Deterministic — LLM only for rationale