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Solution · HR & recruiting

Prep docs for every interview. Automatically.

Recruiter screens and client interviews both get structured prep docs. Key assessment areas, tailored questions, strengths to highlight - generated for every candidate.

Book a callFor agencies and partners
HR & recruiting · department
Interview prep agentZero manual prep time

Delivers

  • Structured, consistent screening
  • Automated document generation
  • Zero manual prep time

Time to live3 weeks

Where it breaks

Unprepared interviewers. Inconsistent screens.

Manual prep is time-consuming. Recruiters lack confidence for unfamiliar technical roles. Quality varies by who does the screening.

The fix

We generate structured prep docs for every interview. Consistent quality, zero manual effort.

Interview prep agent · Before / after3 changes
  1. Screening quality: VariableStructured, consistent
  2. Prep time: ManualAutomated document generation
  3. Interviewer readiness: InconsistentFully briefed every time
Benchmark

Bullhorn GRID 2025 research shows agencies automating search, match, and screening tasks are 2x more likely to see 10%+ revenue growth and 4x more likely to achieve time-to-fill benchmarks.

What we build

An agent is a stack.

2 capabilities working as one, built in your hr & recruiting stack.

Interview prep agent · capabilities2 parts
Recruiter screen prepCandidate overview, key assessment areas, tailored questions, and gaps to clarify. Ready before every screen.
  • Candidate overview generation
  • Key assessment areas identification
  • Tailored screening questions
  • Gaps and red flags to clarify
Client interview prepRole context, candidate strengths to highlight, areas to address, and talking points. Candidate walks in prepared.
  • Role context briefing
  • Strengths to highlight
  • Areas to address proactively
  • Talking points for candidate

How it works

Trigger. Generate. Prep.

  1. Step 01Interview scheduledNew interview triggers the prep agent automatically.
  2. Step 02AI generates prep docCandidate data analyzed, prep document generated for the interview type.
  3. Step 03Interviewer preparedStructured doc delivered before the interview. Consistent quality every time.

Under the hood

Plugs into your stack.

Interview prep agent works inside the tools your team already uses, on infrastructure you own. Typically live in 3 weeks.

Interview prep agent · Integrations3 connected
  • Team Communication (Slack, Teams, or your tool)
  • Document Management (SharePoint, Google Drive, or your system)
  • Runtime & Orchestration (Trinity by Ability AI)

Time to live3 weeks

Questions

Before you ask.

What data does it use to generate prep docs?

Candidate resume, JD, ATS history, and any previous interview notes. All synthesized into structured prep materials.

Can junior recruiters screen technical roles?

Yes. The prep doc includes tailored technical questions and key assessment areas, giving junior recruiters confidence for unfamiliar roles.

What results should we expect?

Every interviewer arrives briefed, screens follow the same method, and candidates walk into client interviews prepared. Prep becomes a quick review.

How long does implementation take?

3 weeks from kickoff to production. Week 1: ATS integration and prep template design. Week 2: AI configuration and testing. Week 3: Deployment and training.

Do we own the system?

Yes. You own the system. We build the infrastructure in your stack, hand over the keys, and you own it forever - no vendor lock-in.

Next step

Want this in your company?

Start hereBring one workflowA 30-minute working call. We’ll map your hr & recruiting workflow to an agent stack and tell you honestly whether it’s worth building.
Book a callFor agencies and partners
The departmentHR & recruiting in TrinityEvery solution, agent and question for this department, in one place.

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