GRYD StudioCompose · AI Composition
Compose

Recommended composition

For: "Increase EV test drive conversion across 50 dealerships"

Re-compose
Composition summary
GRYD AI Composition Engine recommends a 5-agent EV Test Drive workflow spanning WhatsApp, Web, and Voice, governed by 7 policies and aligned to 4 KPIs.
Agents
5
Specialized roles
Workflows
1
Composed playbooks
Channels
3
Customer surfaces
Policies
7
Guardrails enforced
KPIs
4
Outcomes tracked
Agents
Picked for capability fit & KPI alignment
Web Concierge
Guided discovery for anonymous visitors
claude-sonnet-4-6
Greets visitors, asks light qualifying questions, and steers them to the right model and variant pages. Builds trust without demanding PII.
Websiteguided discoverymodel matchinglight qualification
Vehicle Q&A Specialist
Deep product expert
claude-sonnet-4-6
Answers any product question — specs, features, dimensions, mileage, safety, and intra-lineup comparisons. Grounded in OEM product corpus.
WebsiteWhatsAppVoicegrounded product qaspec comparisonfeature explanation
Test Drive Booking Agent
End-to-end TD booking
claude-sonnet-4-6
Picks model, variant, dealership, and slot. Captures driver details. Sends confirmations, reminders, and pre-drive prep. Handles reschedules.
WhatsAppWebsiteVoiceslot availabilitycalendar bookingreminder cadencereschedule flows
F&I Pre-Qualification Agent
Financing pre-qualifier
claude-opus-4-7
Collects KYC, income, employment, and bureau-pull consent. Runs soft credit check via finance partner APIs. Flags doable deals to sales.
WhatsAppWebsitekyc collectionsoft credit pulleligibility scoringpartner bank routing
Brand Guardrail Agent
Tone, compliance, escalation enforcer
claude-haiku-4-5
OEM-configurable rails: blocks competitor name-calling, enforces price-disclosure rules, flags regulatory language, routes complaints to humans.
allpolicy enforcementcompliance checkpii redactionescalation routing
Policies & Guardrails
Auto-attached based on domain
  • PII Redaction
    Redact personal identifiers before passing context to downstream models.
  • Pricing Disclaimer
    All price mentions must include 'subject to dealer & region' disclaimer.
  • Verified Incentive Source
    EV incentives must cite an approved source for the region.
  • Calendar Conflict Check
    No double-booking of advisor or vehicle inventory.
  • Consent for Recording
    Voice & WhatsApp recording requires explicit consent.
  • Human Approval for Quotes
    Final quotes require human advisor approval.
  • Escalation Threshold
    Auto-escalate to human if confidence < 0.6 or sentiment turns negative.
Channels
Where customers will interact
WhatsAppWebsiteVoice
Tools & Integrations
Connected via GRYD
  • DMS Inventory
  • Advisor Calendar
  • Regional Incentive DB
  • Soft Credit Bureau
  • WhatsApp Business API
  • Twilio Voice
  • GRYD Workflow Engine
KPIs Tracked
Outcome-aligned
Test drive conversionEV mixLead → quote SLACompliance incidents
Composition rationale
How GRYD chose this configuration
Capability match
EV consideration drives 38% of drop-off. Vehicle Q&A Specialist closes that gap with grounded product answers and localised incentive context.
Channel mix
60% of inbound is WhatsApp; voice carries the highest after-hours intent. Multi-channel composition lifts capture ~22%.
Policy fit
Quote generation triggers fair-lending, soft-credit, and human-approval policies automatically — no manual config.
Outcome alignment
All recommended agents share KPI = test drive conversion. Composition rejects agents without measurable goal alignment.
Composed workflow · EV Test Drive Conversion
Inbound EV lead → educate → test drive → finance handoff. Optimized for 50 rooftops.
  1. STEP 01
    Web Concierge
    Greet & intent capture
  2. STEP 02
    Vehicle Q&A Specialist
    EV product Q&A
  3. STEP 03
    Test Drive Booking Agent
    Book test drive
  4. STEP 04
    F&I Pre-Qualification Agent
    Soft pre-qualification (opt-in)
  5. STEP 05
    Brand Guardrail Agent
    Compliance observer
Edit objectiveOpen Intelligence Flow