ConnectDevs coordinates Scout, Pilot, and SAM across the early funnel so hiring teams spend less time moving data and more time reviewing job-related evidence.
Scout discovers candidates, Pilot runs approved outreach, and SAM gathers structured interview evidence. Your team reviews every handoff and owns every decision.
Start
Role Context Approved
Your team defines the role, constraints, and job-related evidence before any agent acts.
Discovery + engagement
Agents Move the Workflow Forward
Scout ranks candidate evidence while Pilot runs the outreach your team approved.
Scout
Discovery
Interpreting role context. Searching 800M+ public profiles. Ranking evidence for recruiter review.
Pilot
Engagement
Running approved outreach. Tracking campaign replies. Routing interested candidates to the next step.
SAM
Structured Screen
Conducting role-specific early interviews and compiling reviewable candidate evidence.
evidence = collect(responses); requestHumanReview(evidence);
Human review
You Review the Shortlist
Candidate evidence, campaign context, and SAM interview records arrive together for accountable review.
STATUS: READY FOR REVIEW
Evidence-Backed Shortlist
Discovery
Scout
Engagement
Pilot
Screening
SAM
An AI hiring agent can support the operational path from role context to a structured shortlist. It should not be described as an autonomous employer: people remain accountable for candidate treatment, evaluation quality, legal obligations, progression, and the final hire.
The word hiring is broader than recruiting. ConnectDevs focuses on early-funnel sourcing, enrichment, outreach, and screening. Interviews by the team, references, offers, compensation, onboarding, and employment decisions remain outside the agent workflow or require separate accountable systems.
| Workflow area | AI-supported task | Human-owned responsibility | ConnectDevs stage |
|---|---|---|---|
| Sourcing | Search and fit ranking | Approve role criteria and candidate relevance | Scout |
| Outreach | Campaign execution and reply classification | Approve messaging and candidate treatment | Pilot |
| Early screening | Structured questions and summaries | Review evidence and resolve ambiguity | SAM |
| Final selection | Organize prior evidence | Run final evaluation and decide | Hiring team |
Disconnected tools force teams to re-enter the role brief, copy candidate records, reconcile campaign state, and rebuild interview context. A connected workflow reduces those handoff errors and makes the origin of a shortlist easier to inspect.
Treat the shortlist as decision support for the next human-led stage. Review source evidence, validate interview summaries against responses, document overrides, and give candidates a fair route to clarify incomplete or incorrect information.
Direct answers about capabilities, control, evidence, and the role of human review.
No. ConnectDevs supports sourcing, outreach, enrichment, and structured early screening. Hiring teams remain responsible for role criteria, candidate communication, evidence review, accommodations, legal compliance, and final decisions.
Scout discovers and ranks candidates from role context, Pilot runs approved outreach and classifies campaign replies, and SAM conducts structured early interviews. The stages share context so recruiters can review a more coherent source-to-shortlist record.
Yes. Each stage can support a narrower workflow, while the strongest agentic pattern connects discovery, engagement, and structured screening with clear human checkpoints between them.
Compare the category language, then return to the same Scout, Pilot, and SAM workflow.
