How It Works
Voice AI that builds itself —
and gets smarter every week.
Four steps from business URL to production-ready AI agent. No prompt engineering. No setup wizard. No manual knowledge base entry.
How It Works
From URL to live agent in four steps.
Each step is fully automated. You can review and edit at any stage, but most businesses go live without changing a single line.
Step 01
Research
Workforce Wave reads your website, reviews, and public online presence. No forms to fill out. No questionnaires.
Workforce Wave Extracts
- →Business name and locations
- →Services, pricing, and specialties
- →Office hours and staff information
- →Industry classification and compliance context
- →Frequently asked questions from your site
Step 02
Build
Workforce Wave writes your system prompt and knowledge base documents. Industry-specific compliance rules are applied automatically — HIPAA for medical, Bar rules for legal, PCI flags for financial.
Workforce Wave Generates
- →System prompt tailored to your business persona
- →Knowledge base: services, hours, FAQs
- →Industry compliance guardrails applied
- →Escalation logic for live transfer
- →Greeting script with your brand voice
Step 03
Go Live
Your agent deploys to your existing phone number — or we provision a new one. It's available instantly through the dashboard and the full REST API.
Deployed To
- →Live on your business phone number
- →Dashboard access for monitoring and edits
- →REST API v2 for programmatic control
- →MCP server for AI orchestrators
- →Webhook subscriptions for downstream systems
Step 04
Get Smarter
After every call, Workforce Wave analyzes transcripts, identifies questions the agent couldn't confidently answer, and proposes specific KB improvements. You approve, it updates.
Continuous Improvement
- →Transcript analysis after every call
- →Low-confidence extractions flagged automatically
- →Workforce Wave proposes KB additions and prompt updates
- →One-click approval workflow
- →Full version history — roll back anytime
Competitive Comparison
Why other platforms fall short.
Every voice AI platform sounds similar in a demo. Here's where the gaps actually show up in production.
The problem
They make you write the prompts
Most platforms give you a blank text box and expect you to figure out prompt engineering. For a dentist or hotel operator, that's a non-starter.
WFW instead
Workforce Wave reads your website and writes the entire system prompt for you. Industry knowledge, compliance guardrails, and your brand voice — all generated automatically.
The problem
They don't know your industry
Generic platforms treat a dental office the same as a car dealership. You spend weeks teaching it what HIPAA means, how to handle recalls, what CDT codes are.
WFW instead
WFW ships with pre-built industry knowledge for 12 verticals. CDT codes, HIPAA guardrails, Bar advertising rules, medical no-show logic — already baked in.
The problem
They stop improving after launch
Once deployed, most voice AI is frozen. The agent keeps failing on the same questions week after week with no mechanism to improve.
WFW instead
The intelligence loop runs after every call. Workforce Wave surfaces gaps, proposes fixes, and keeps your agent current as your business changes.
For Developers
And if you're building software, there's an API for everything.
The REST API v2 exposes the full Workforce Wave pipeline programmatically. POST a business URL, get back an agent ID. Poll the operation endpoint until it's active. Subscribe to webhooks or open an SSE stream to receive structured call data in real time.
The MCP server lets any MCP-compatible AI — Claude, Cursor, or your own agent — provision and control voice agents with a single tool call. No API wrapper required.
# Create an agent — Workforce Wave handles the rest
curl -X POST https://api.workforcewave.com/v2/agents \
-H "Authorization: Bearer {token}" \
-H "Content-Type: application/json" \
-d '{
"payload": {
"name": "My Dental AI",
"platform": "elevenlabs",
"business_url": "https://smile-dental.com",
"template_id": "dental_receptionist"
}
}'
# Returns an operation_id — poll until active
# { "operation_id": "op_xyz", "status": "pending" }
# Poll for completion
curl https://api.workforcewave.com/v2/operations/op_xyz \
-H "Authorization: Bearer {token}"
# { "status": "active", "agent_id": "agt_abc" }FAQ
Common questions, direct answers.
Do I need to write the system prompt?
No. Workforce Wave generates your full system prompt from your business URL. It reads your website, extracts services, hours, staff, and specialties, and writes a complete prompt with the right compliance guardrails for your industry. You can review and edit it after, but most customers go live with the generated output unchanged.
Which voice platforms does WFW support?
WFW currently supports ElevenLabs and Vapi as voice execution layers, with Retell in beta. The platform is voice-engine agnostic — your agent logic, knowledge base, and data extraction work identically regardless of which engine handles the audio.
Can other AI systems use the API?
Yes, that's a primary design goal. The REST API v2 supports all five interaction modes — including B→B→H (a bot provisions agents for end users) and B→B→B (fully autonomous AI pipelines with no human in the loop). The MCP server lets any MCP-compatible AI assistant provision and control agents with a single tool call.
What industries are supported?
Dental, Hospitality, Medical, Legal, Automotive, Home Services, Restaurant, Real Estate, Insurance, Fitness, Education, and Financial Services — 12 verticals, each with pre-built industry knowledge, terminology, compliance rules, and common workflow templates.
Is my call data secure?
All calls are encrypted in transit (TLS 1.3) and at rest (AES-256). PHI is redacted before any data leaves the voice execution layer. HIPAA Business Associate Agreements are available on all plans. Full audit logging is included. No call data is used to train any third-party model.
Still have questions?
Talk to the teamReady to see Workforce Wave in action?
Paste your business URL and have a working voice agent in 90 seconds. No credit card. No setup call required.