Workflow agents for recruiting

Every role needs a different recruiting pipeline.
Build them all by chat.

Workflow Master is the AI orchestrator above modular HR agents — sourcing, voice screening, SMS, scheduling, dashboards. Describe the pipeline — it builds it. Each workflow then runs on its own, for days or weeks, without LLM in the loop.

Layer 1 · Orchestrator
AI Orchestrator
Chat-driven. Configures workflows. Then exits.
configure once
Layer 2 · Workflow Engine
Workflow Engine
Agents fire events directly at each other. No LLM in the loop. Runs for weeks.
source screen schedule dash
invokes
Layer 3 · Agent Catalog
Modular HR agents
Sourcing · Voice · SMS · Matching · Scheduling · Dashboard · Custom

You can't grow an agency by hiring more recruiters.

AI tools exist. They're hard to integrate, harder to keep flexible, and the recruiting process itself refuses to be uniform. Three reasons it hasn't worked yet:

P01
2x clients = 2x recruiters

You can't grow without hiring.

Every new client adds a linear load on the team. Junior recruiters spend most of their week on sourcing and first-touch screens — work that doesn't scale margin. The cost-per-placement only goes up.

P02
Each AI tool, its own UI

AI is here. Integrating it is the new work.

Sourcing tools, voice agents, matchers, schedulers — they all exist. Each has its own console, its own API quirks, its own way to configure. Wiring them into a pipeline is a separate engineering job. Juniors can't. Seniors burn hours on it instead of closing.

P03
One agency. Many pipelines.

Recruiting is irreducibly diverse.

Senior dev hunt needs GitHub sourcing + technical voice screen + Calendly. Mass blue-collar wants SMS blast + brief voice screen + walk-in scheduling. Exec search runs targeted outreach + multi-stage interview + ATS sync. Same agency, completely different chains. Monolithic AI recruiters fit one shape. Everything else, you cobble together.

One conversation configures it. The engine runs it.

Three layers. The top one is a chat. The bottom one is a catalog. The middle is where your workflow actually lives — independent of the chat, independent of the LLM, for as long as the campaign needs.

Layer 1 · Orchestrator
AI Orchestrator
Chat-driven. Configures workflows. Then exits.
configure once
Layer 2 · Workflow Engine
Workflow Engine
Agents fire events directly at each other. No LLM in the loop. Runs for weeks.
source screen schedule dash
invokes
Layer 3 · Agent Catalog
Modular HR agents
Sourcing · Voice · SMS · Matching · Scheduling · Dashboard · Custom

30 seconds to a running campaign.

A real chat. A real workflow. The chat closes — the workflow keeps running for days.

claude · workflow-master skill + mcp
you
I have 5 senior backend vacancies opening Monday. Pull candidates from our base, screen with these 3 questions, drop the qualified ones into the dashboard.
orchestrator
Got it. I'll build one workflow per vacancy: Sourcer → AI Matcher → Voice Screen → Dashboard. Voice screen will ask the 3 questions. Want a human-validation step before the calls fire?
you
Yes, show me the top 8 first.
orchestrator
Adding Recruiter Validation between Matcher and Voice Screen. Configuring all 5 workflows now…
5 workflows created · 5 started · 5 services registered
hire_senior_backend · 1 of 5 workflows
Sourcer
AI Matcher
Recruiter ✓
Voice Screen
Dashboard
candidates
ranked
validated
screened
All 5 workflows now run in parallel. The orchestrator's job is done — agents fire events at each other directly. No more LLM calls until the recruiter asks for changes.

Built for recruiting agencies that already know AI is necessary — and have failed to make it stick.

Built for you if

  • Boutique-to-mid recruiting and staffing agencies (5–50 people).
  • Multi-client workload — different verticals, different process shapes.
  • Already AI-aware. Have evaluated or tried integrating AI tools.
  • Comfortable owning the pipeline. Want to build, not subscribe.

Not for you if

  • One-off in-house hiring (a single role per quarter).
  • Locked into a legacy ATS that owns the entire workflow.
  • Looking for a turnkey black-box AI recruiter — we are not that.
  • Compliance-restricted environments that ban any external AI.

See it on your own roles.

We'll set up a workflow against one of your live vacancies on the call. You watch it run for 30 minutes — chat closes, agents keep working.