Industries · Recruiting & staffing

Sourcing, submittals and placements: the recruiting know-how labs are asking for

Every placement is a long chain of judgment calls: which candidates to source, who gets submitted, how an interview is debriefed, how an offer gets negotiated. Years of that work across an ATS, CRM, email and phones is the kind of operational workflow AI labs are asking for.

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Who fits

  • Temp, contract and light-industrial staffing agencies (recruiters, account managers and back-office staff)
  • IT, healthcare and professional staffing firms
  • Direct-hire recruiting and executive search firms
  • RPO providers and in-house talent acquisition teams

What a provider looks at

  • A desk team: employees and contractors who work at a desk in your company's email and software. Field and hourly crews who aren't in the systems aren't the desk count.
  • Several years of history in your systems.
  • Work across systems, such as email, chat, file storage, CRM, tickets and billing.
  • Requirements vary by provider, sector and dataset, and the provider confirms fit.
Sample workflow

What a licensable workflow can look like

A client opens a job order. Recruiters source candidates, log screens in the ATS, submit a shortlist, coordinate interviews, record feedback and close the placement with onboarding steps. How candidate personal data is handled belongs in the agreement.

A generic illustration, not a real client. Labs value the sequence of steps, decisions and handoffs across systems; how personal details are handled belongs in the agreement.

Records that count

  • Job orders and intake notes with how each search was run
  • Sourcing, outreach and candidate communication workflows
  • Submittals, interview scheduling and feedback debriefs
  • Offer, onboarding and redeployment workflows
  • Timesheet, pay-and-bill and VMS workflows
  • Client account notes, SOPs and team chat

Good to know

  • Candidate personal data, such as resumes, contact details and background or screening results, is handled as the agreement specifies.
  • Client placement records and anything you handle inside a client's VMS or systems may be client-owned under your contracts. Your own recruiting, communication and billing workflows are usually yours, and the provider's review sorts out the rest.
  • Candidate health information, such as medical screenings or drug test results, is always excluded.
  • Recruiters, account managers, back-office staff and contract recruiters who work in your systems are the desk team. Temporary workers you place with clients don't.
  • Kept out unless a review and the agreement say otherwise: privileged material and client matter files, health information and biometric data, payment card and bank account numbers, passwords and credentials, data about minors, export-controlled or classified information, another party's data or licensed third-party content, and sensitive personnel, safety or critical infrastructure details. Scope is a choice, so you can leave out anything else, such as pricing or trade secrets.
  • Workflow data from QuickBooks, NetSuite and HR systems still counts.
  • Usually not a fit anywhere: data involving minors, export-controlled or classified data, mostly paper records with little digital history, or records you don't have the rights to license.
  • How personal details are removed or replaced belongs in the agreement, and the provider's review sorts out what's licensable. When in doubt, it's worth a conversation.

Tools your team already uses

Common recruiting & staffing software we see. Don't see yours? Other systems can hold the same kind of work, and old or retired systems can count too.

Staffing ATS & CRM

  • Bullhorn
  • JobDiva
  • Ceipal
  • Avionté
  • TempWorks
  • JobAdder
  • Crelate
  • Loxo
  • Vincere
  • Zoho Recruit

Corporate & RPO recruiting

  • Greenhouse
  • Lever
  • iCIMS
  • Workday Recruiting

Sourcing

  • LinkedIn Recruiter

Vendor management systems

  • SAP Fieldglass
  • Beeline

What counts is your team's own work in and around these tools: the emails, tickets, notes, tracking and billing. No files are collected on this site, and we never ask for passwords.

Product names are trademarks of their respective owners and are listed for reference only; no affiliation or endorsement is implied.

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