Staffing and Recruiting Firms
Fill roles faster. Recover recruiter hours. Protect margin on every placement.
Your recruiters should not be spending their day copying resumes, chasing screening notes, re-keying candidate data, scheduling interviews, or rebuilding pipeline reports by hand.
MVP.dev builds AI automation systems for staffing and recruiting firms that plug into the tools you already use, including Bullhorn, Avionté, JobDiva, iCIMS, Greenhouse, Lever, Workable, SmartRecruiters, Loxo, Recruit CRM, Vincere, Crelate, Ceipal, Zoho Recruit, LinkedIn Recruiter, Indeed, Calendly, and Checkr.
We help recruiting teams respond faster, screen more consistently, reduce scheduling drag, improve candidate follow-up, and give recruiters back the time they need to fill roles.
Production-ready in 3 to 4 weeks.
Get a Workflow Fit Assessment See the Staffing & Recruiting Automation DemosBuilt for firms with more open reqs than clean recruiter capacity
This is for staffing agencies, recruiting firms, executive search teams, RPO providers, temp staffing operators, and in-house talent teams that already have demand but lose too much time to admin work between intake and placement.
You are likely a strong fit if:
- Recruiters still screen resumes, summarize profiles, and update candidate records manually
- Hot candidates wait too long for follow-up after applying or responding
- Interview scheduling eats hours every week across recruiters and coordinators
- Client job orders, candidate leads, and inbound requests are routed by email or memory
- Your team uses Bullhorn, Avionté, JobDiva, iCIMS, Greenhouse, Lever, or a similar recruiting stack
- You want better workflows inside your current ATS and CRM, not a disruptive software migration
If your firm is growing but every new req requires more recruiter admin, there is almost certainly placement speed and gross margin trapped inside the workflow.
The fastest wins we usually find
Candidate intake and first-pass screening
Most recruiters do not need to read every resume from scratch. They need the best-fit candidates surfaced fast, with the weak matches clearly explained.
We build intake workflows that read resumes, parse applications, compare candidates against job requirements, flag missing must-haves, draft recruiter notes, and push structured updates back into your ATS.
The goal is simple:
- Qualified candidates reviewed first
- Knockout gaps flagged clearly
- Recruiter notes drafted consistently
- No candidate moved forward without human review
For many recruiting teams, this can cut first-pass screening from 10 to 15 hours a week per desk to 3 to 5 hours, while improving consistency across recruiters and roles.
See the Hiring Workflow Demo →Speed-to-lead routing for candidates and client requests
A hot candidate or urgent job order loses value every hour it sits in an inbox.
We build routing workflows that capture inbound applicants, client requests, web forms, referrals, and job orders, enrich the record, score urgency, assign the right recruiter, and send alerts when the opportunity needs immediate action.
Your team gets a clear next step:
- Who owns this lead?
- How urgent is it?
- What role, client, or market does it match?
- What should happen next?
Teams with slow inbound handling often see a 20 to 30 percent reduction in response delays by routing qualified candidates and client requests within minutes instead of hours.
See the Routing Demo →Candidate sourcing outreach without blank-page work
Recruiters need more conversations, not more time writing the same outreach from scratch.
We build sourcing workflows that take target lists, enrich candidate profiles, match each person to the role, generate recruiter-approved message variants, and classify replies so recruiters can focus on live conversations.
Each campaign can include:
- Personalized first-touch messages
- Role-fit talking points
- Follow-up variants
- Reply classification
- Warm-response alerts
A focused sourcing workflow can save 6 to 12 hours a week per recruiter on research and message drafting, while keeping the recruiter in control of what gets sent.
See the Outbound Engine Demo →Recruiting dashboards without spreadsheet rebuilding
Owners need to see fill rate, submittals, interviews, starts, redeployments, and gross margin without waiting for someone to stitch together exports.
We build dashboards that pull from your ATS, CRM, job boards, scheduling tools, and finance systems, then generate a plain-English weekly summary of what changed and what needs attention.
Each update can show:
- Open reqs at risk
- Recruiter activity by stage
- Submittal-to-interview conversion
- Starts, redeployments, and falloffs
- Gross margin by client, desk, or branch
The goal is not prettier reporting. The goal is faster decisions on stalled reqs, weak sources, overloaded recruiters, and clients that are quietly hurting margin.
See the Executive Dashboard Demo →Your current tools stay in place
We build the workflow layer around your existing staffing and recruiting environment.
Supported and common systems include:
Your ATS stays where it is. Your CRM stays where it is. Your recruiters keep using the systems they already know.
We add the workflow layer that reads, routes, scores, summarizes, drafts, alerts, and writes back when appropriate.
Three focused offers
Candidate Intake and Screening System
For firms losing too many recruiter hours to resume review, intake cleanup, and inconsistent first-pass screening.
Includes
- Application and resume intake
- Job requirement matching
- Knockout criteria checks
- Candidate fit summaries
- Recruiter review queue
- ATS field updates
- Workflow handoff documentation
Best for
- High-volume staffing teams
- Temp and contract staffing firms
- Recruiting teams with recurring roles
- Firms with too much manual resume review
Lead Routing and Scheduling System
For teams that need faster response to candidates, client job orders, referrals, and interview requests.
Includes
- Inbound lead capture
- Candidate and client enrichment
- Priority scoring
- Recruiter assignment rules
- Calendar scheduling support
- SMS or email confirmations
- Alerts for high-value opportunities
- Optional ATS or CRM write-back
Best for
- Multi-desk recruiting teams
- Branch-based staffing firms
- Agencies with high inbound volume
- Teams losing candidates to slow follow-up
- Firms with messy handoffs between sales and recruiting
Recruiting Performance Dashboard System
For owners and operators who want better visibility into pipeline, recruiter activity, fill risk, and gross margin.
Includes
- ATS and CRM data connections
- Pipeline and req dashboards
- Recruiter activity views
- Source performance reporting
- Weekly narrative summaries
- At-risk req alerts
- Client and branch-level reporting views
Best for
- Staffing firm owners
- Recruiting leaders
- Multi-branch operators
- Firms managing gross margin by desk or client
Start with one workflow. Prove the ROI. Expand from there.
You do not need a full AI transformation project to get value.
The safest path is to pick one painful workflow, automate it, measure the results, and then expand once the system proves itself.
Most firms start with one of these:
- Candidate screening and fit summaries
- Inbound candidate and client routing
- Interview scheduling and confirmations
- Sourcing outreach drafting
- Recruiter knowledge retrieval
- Pipeline and margin dashboards
This keeps the first project focused, measurable, and easier to approve.
Typical engagement range
Most staffing and recruiting automation builds start with a focused pilot.
Starter Workflow Pilot
Best for one high-value workflow
$7,500 to $15,000
Firm Automation Buildout
Best for multiple workflows or multi-desk operations
$15,000 to $40,000
Ongoing Optimization and Support
Best for firms that want continuous improvement, reporting, new workflows, and support
$1,500 to $7,500 per month
Final pricing depends on workflow count, ATS access, data quality, approval rules, communication channels, compliance needs, and whether the workflow writes back into production systems.
The first step is not a giant commitment. It is a workflow fit assessment that identifies the fastest path to measurable ROI.
What waiting costs
Manual recruiting workflows do not just waste time. They quietly reduce placements.
Every month you delay:
- Recruiters spend time on data cleanup instead of candidate conversations
- Qualified candidates wait and accept other interviews
- Open reqs stall because follow-up depends on manual reminders
- Client job orders sit too long before the right recruiter sees them
- Owners rely on lagging reports instead of current pipeline visibility
- Growth requires more coordinators and recruiters instead of better leverage
If your firm is already at capacity, automation is not a nice-to-have project. It is how you create placement capacity without simply adding headcount.
How the engagement works
Week 1: Find the highest-value leak
We review your candidate intake, screening flow, job order routing, scheduling process, sourcing workflow, or reporting process.
You get:
- Workflow map
- Automation opportunity ranking
- KPI targets
- Fixed-scope recommendation
- Implementation plan
We define success before building anything.
Week 2: Build against your real workflow
We connect to the systems, documents, job templates, candidate records, calendars, communication channels, or reporting data needed for the selected workflow.
We build around your actual recruiting process, not a generic staffing template.
Week 3: Test, tune, and review
We run real historical examples through the workflow in staging. For screening workflows, this can include prior applicants, submitted candidates, interview outcomes, and placed candidates so the system can be tested against known patterns.
You see:
- Accuracy results
- Exceptions
- Failure cases
- Confidence thresholds
- Review queue behavior
- Estimated time savings
Nothing goes live until the workflow is validated.
Week 4: Deploy, monitor, and support
We deploy the workflow, train the relevant users, monitor initial results, and support the first production cycle.
You get:
- Production workflow
- Dashboard or review queue
- Documentation
- Admin handoff
- 30 days of support
- Recommendations for the next workflow
Most builds are designed to pay back in 6 to 8 weeks of live use, depending on role volume, recruiter cost, placement value, workflow scope, and how much recruiter time is recovered.
Built for candidate, client, and hiring data
Recruiting automation has to be controlled, auditable, and fair enough to review.
Our systems are designed around:
- Least-privilege access
- Encrypted data in transit and at rest
- Human review thresholds for candidate decisions
- Audit logs for AI-assisted recommendations
- Source-grounded candidate and client summaries
- Role-based access by desk, branch, client, and recruiter
- Data retention rules for candidate records
- Support for EEOC, GDPR, CCPA, SOC 2, and client confidentiality requirements
For firms handling sensitive candidate data, background checks, pay details, client requirements, or regulated hiring workflows, we design the implementation around your security and compliance requirements from the start.
Example outcomes
| Workflow | Before | After |
|---|---|---|
| Candidate screening | Recruiters read every resume and write notes manually | Best-fit candidates surfaced first with recruiter-reviewed summaries |
| Job order routing | New reqs sit in email until someone assigns ownership | Reqs routed by client, role, branch, market, and urgency |
| Interview scheduling | Back-and-forth emails across candidates, clients, and recruiters | Availability captured, reminders sent, and calendars updated |
| Sourcing outreach | Recruiters research profiles and write messages one by one | Personalized drafts prepared for recruiter approval |
| Pipeline reporting | Exports and spreadsheets rebuilt for owner meetings | Live dashboard with weekly narrative and at-risk reqs |
Why MVP.dev
MVP.dev builds AI business operating systems, internal tools, and automation layers for companies that need real operational outcomes, not AI experiments.
You get:
- 25 years of software architecture and delivery experience
- AI automation strategy and implementation under one roof
- Practical systems built around existing workflows
- Human-in-the-loop design where accuracy matters
- Clear KPIs before development starts
- Production-minded delivery, not prototype theater
The goal is not to impress your recruiters with AI.
The goal is to give them time back, reduce operational drag, and help the firm make more placements with the people and systems it already has.
Building the operating playbook too?
Our partners at osforyour.business/staffing-recruiting cover the org-design, process, and people side of running a modern staffing and recruiting firm. We handle the execution layer that makes it run, so the system they help you design actually delivers the hours back.
Frequently Asked Questions
How much time or money can this save?
It depends on role volume and workflow scope, but candidate screening, routing, scheduling, and sourcing usually contain the fastest savings. A small recruiting team can often recover 20 to 40 recruiter hours per month from screening and scheduling alone. For firms with higher applicant volume, savings can reach $2,500 to $10,000 per month in recovered recruiter and coordinator time, before counting faster placements or reduced candidate drop-off. During Week 1, we define the target KPIs before the build starts.
Will this work with our ATS?
Yes. The system is built around your current ATS, CRM, job templates, candidate stages, and recruiter workflow. We commonly work around systems like Bullhorn, Avionté, JobDiva, iCIMS, Greenhouse, Lever, Workable, Loxo, Crelate, Ceipal, and Recruit CRM. The workflow can read, route, summarize, draft, and write back where appropriate.
Will this replace Bullhorn, Avionté, JobDiva, Greenhouse, or Lever?
No. The goal is to improve the workflow around your current stack, not force a migration. Your ATS stays in place. Your CRM stays in place. Your recruiters keep working in the tools they already know. The automation layer handles the repetitive steps around those systems.
Can this screen candidates without creating compliance risk?
We design screening workflows with human review, clear criteria, audit trails, and source-grounded summaries. The system can compare candidates to job requirements, flag missing information, and prepare recruiter notes, but hiring and submittal decisions should remain reviewable by your team.
Can this handle multiple clients, branches, or recruiting desks?
Yes. Routing, dashboards, permissions, and workflows can be separated by client, branch, desk, recruiter, role type, or market. Owners and operators can also get a unified view across teams without forcing every desk into the same process.
Can this help with candidate communication?
Yes. We can support candidate follow-up, interview reminders, scheduling links, status updates, sourcing messages, and recruiter-approved drafts. For sensitive or high-value communication, the system can prepare the message and route it to a recruiter before anything is sent.
What is the first step?
Start with a workflow fit assessment. We identify the workflow with the highest ROI potential, estimate the time or revenue impact, and recommend a focused pilot. You will know what should be built, why it matters, what it should cost, and how success will be measured before committing to a full implementation.
Get the recruiter hours and placement speed back
If your firm is still relying on manual screening, inbox-based routing, scheduling back-and-forth, or spreadsheet-based pipeline reporting, there is likely a faster way to run the operation.
MVP.dev can help you identify the highest-value workflow, build the automation layer, and deploy it inside your current staffing and recruiting stack.
Get a Workflow Fit Assessment See the Staffing & Recruiting Automation Demos