AI Recruiting Execution Platform
Run recruiting as a system, not a sequence of manual tasks.
Alivio is building an AI-first recruiting execution platform that continuously runs sourcing, screening support, outreach workflows, and pipeline prioritization with human quality control built in.
1) Product explanation
The platform replaces fragmented recruiting work across spreadsheets, inboxes, and ad hoc agency processes with one execution layer. Teams get structured candidate data, AI-assisted workflow execution, and clear visibility into each stage of the pipeline.
2) How the platform works
Design
Define role scorecards, calibration rules, and pipeline SLAs.
Activate
Configure agents, routing logic, and reporting structure.
Execute
Run sourcing, outreach, follow-up, and stage movement continuously.
Improve
Review throughput and quality weekly, then tune logic and prompts.
3) Where AI is used
AI handles
- • Candidate profile normalization
- • Fit scoring
- • Outreach drafting
- • Follow-up generation
- • Response intent classification
- • Submission summary generation
- • Pipeline prioritization
Humans handle
- • Role calibration
- • Final candidate validation
- • Interviews
- • Exception handling
- • Offer-stage judgment
- • Compliance oversight
4) Human-in-the-loop quality control
Every outbound campaign, shortlist decision, and stage escalation can be reviewed by operators before handoff. This keeps the system fast without removing accountability from hiring decisions.
5) System vs. traditional recruiting
| Model | Execution | Visibility | Scalability |
|---|---|---|---|
| Traditional agency | Recruiter-dependent | Limited reporting | Adds headcount to scale |
| Internal only | Context-rich but bandwidth constrained | Varies by tooling | Often slow during spikes |
| Alivio platform + managed implementation | AI-driven execution loop + human checkpoints | Stage-level workflow visibility | Improves via automation and iteration |
6) Use cases / buyer fit
Built for healthcare and technology teams with recurring hiring demand, hard-to-fill roles, and a need for structured recruiting operations without building the full infrastructure internally.
7) Operational credibility
8) Start with a managed platform deployment
Alivio is building a product platform and currently delivers it through a managed implementation model for faster rollout and tighter quality control.