Features: AI Shift Matching

The Right Worker on Every Shift, Automatically

The Right Worker on Every Shift, Automatically

The Right Worker, Every Shift. Automatically.

Roosted's patented AI evaluates skills, availability, location, and custom rules to assign the best-qualified worker to every shift. Stop matching manually.

When you're staffing 50 shifts across three events this weekend, manually checking who's available, qualified, and nearby for each one is a time sink that leads to mistakes. Put the wrong worker on the wrong shift and you're dealing with skill gaps, unhappy clients, and last-minute scrambles that could have been avoided.

You're Always in Control

Roosted's AI matching engine ranks every available worker against the shift requirements and surfaces the best fit. Admins confirm with a click, or let the system auto-assign entirely.

Manual Matching Doesn't Scale

  1. There's a Point Where Manual Stops Working. This Is It.

    Spreadsheets and gut instinct work when you have 10 workers and 5 shifts. They break down fast once you're managing a pool of 50, 100, or 500+ workers across multiple events, locations, and skill requirements.

    Spreadsheets and gut instinct work when you have 10 workers and 5 shifts. They break down fast once you're managing a pool of 50, 100, or 500+ workers across multiple events, locations, and skill requirements.

  2. Hours of Scheduling That Should Take Minutes.

    The typical manual process goes something like this: check who's available, cross-reference their skills, figure out who's closest to the venue, remember which workers a client prefers, verify certifications haven't expired, and hope you didn't double-book someone.

    Multiply that by every open shift, and you're spending hours on scheduling that should take minutes.

    The typical manual process goes something like this: check who's available, cross-reference their skills, figure out who's closest to the venue, remember which workers a client prefers, verify certifications haven't expired, and hope you didn't double-book someone.

    Multiply that by every open shift, and you're spending hours on scheduling that should take minutes.

  3. Small Errors in Scheduling Have Big Consequences.

    The errors compound too. A bartender ends up assigned to a setup crew role because someone misread a column. A worker without the right certification lands on a healthcare shift.

    A top performer gets stuck on a low-priority gig while a key client gets whoever was left over. Every one of those mismatches costs you time, money, and client trust.

    The errors compound too. A bartender ends up assigned to a setup crew role because someone misread a column. A worker without the right certification lands on a healthcare shift.

    A top performer gets stuck on a low-priority gig while a key client gets whoever was left over. Every one of those mismatches costs you time, money, and client trust.

How Roosted's AI Matching Works

How Roosted's AI Matching Works

Roosted evaluates every available worker against the specific requirements of each shift and ranks them by fit. This isn't a simple availability check. The matching engine considers multiple factors simultaneously:

Roosted evaluates every available worker against the specific requirements of each shift and ranks them by fit. This isn't a simple availability check. The matching engine considers multiple factors simultaneously:

  1. Skillset ratings

    Roosted tracks performance at the individual skill level, not just a binary yes/no tag. A worker might carry a solid overall score but perform below average in a specific role and Roosted surfaces that. When assigning shifts, you see both ratings side by side, so the right specialist gets the right job, not just whoever's available.

  2. Availability and schedule conflicts

    The engine checks existing shift assignments, time-off requests, and schedule conflicts in real time, so you never have to worry about double-bookings or manually cross-referencing calendars.

  3. Geographic proximity

    For on-demand staffing where workers travel to job sites, location matters. Roosted factors in how close each worker is to the shift location so you're not sending someone across town when a qualified worker is 10 minutes away.

  4. Preferred workers

    Admins can flag specific workers for priority assignment. If a client always requests the same crew, or a particular worker consistently performs well at a venue, you can set them as preferred and the matching engine will prioritize them when they're available.

  5. Seniority and custom sort rules

    For union environments and organizations with dispatch rules, Roosted supports seniority-based matching and custom sort logic whether that's hiring hall seniority for IATSE locals, tenure-based priority, or a custom ordering system you define.

  6. Credentials and certifications

    The system checks that workers hold the required credentials before they're eligible for a shift. An RN-only shift won't surface CNAs. A security post requiring a specific clearance level won't show unqualified guards.

Patented Technology, Purpose-Built for On-Demand

  1. This Isn't Generic Scheduling Software.

    Roosted's matching system is patented and built from the ground up for on-demand staffing large flexible pools, variable shift requirements, last-minute changes, and workers qualified for some roles but not others. Not a generic algorithm bolted onto a time clock.

    Roosted's matching system is patented and built from the ground up for on-demand staffing large flexible pools, variable shift requirements, last-minute changes, and workers qualified for some roles but not others. Not a generic algorithm bolted onto a time clock.

  2. Other Platforms Scratch the Surface. Roosted Goes Deeper.

    Most platforms check availability and maybe one or two preferences. Roosted's engine processes skillset ratings, location, seniority rules, preferred worker lists, credential requirements, and custom sort logic in a single pass and returns a ranked list that reflects how complex on-demand staffing actually is.

    Most platforms check availability and maybe one or two preferences. Roosted's engine processes skillset ratings, location, seniority rules, preferred worker lists, credential requirements, and custom sort logic in a single pass and returns a ranked list that reflects how complex on-demand staffing actually is.

Smart Matching Across Every Vertical

Smart Matching Across Every Vertical

The matching engine adapts to the rules and requirements of different industries:

The matching engine adapts to the rules and requirements of different industries:

  1. Events and catering

    Matching bartenders, servers, setup crew, and coordinators based on individual skill ratings. A worker rated highly for bartending but average for setup gets placed where they'll perform best. Preferred worker lists ensure your client's favorite crew gets priority when they're available.

  2. IATSE and stage labor

    Seniority-based dispatch that respects hiring hall rules. Workers are ranked by seniority according to your local's specific ordering, and the system surfaces them in the correct sequence. Custom sort rules handle the complexity that generic scheduling tools can't touch.

  3. Healthcare staffing

    Credential verification happens before assignment, not after. The matching engine confirms certification type (RN, LPN, CNA), license status, and compliance requirements before a worker is even eligible for a shift, so there's no risk of placing someone unqualified.

  4. Security

    Guards are matched to posts based on certifications, clearance levels, and site-specific requirements. A post that requires an armed guard won't surface unarmed candidates, and a client site with specific training requirements filters automatically.

Part of a Complete Platform

Part of a Complete Platform

AI matching connects to everything else in Roosted, so matched workers flow through the rest of your operations without extra steps:

AI matching connects to everything else in Roosted, so matched workers flow through the rest of your operations without extra steps:

  1. Scheduling calendar

    Schedule your staff and run payroll at lightening speed. Our customers are, on average, 84% faster with Roosted.

    Payroll integration

    Approved hours from matched and completed shifts flow directly to payroll with no manual data entry between scheduling and pay.

    We're the original innovators

    Roosted are the original turn-key and time tracking solution, custom built for food and bar caterers.

  2. REST API

    Build custom integrations that pull matched worker data into your internal systems, sync with HRIS platforms, or automate assignment workflows.

    Communication layer

    Workers matched to shifts receive automatic notifications, check-in bot messages, and shift details through push notifications, SMS, and email.

FAQ

Got Questions? We've Got Answers.

How does Roosted's AI decide which worker to assign?

The matching engine evaluates each available worker against the shift requirements, considering skillset ratings, availability, geographic proximity, preferred worker status, seniority rules, and credential verification. Workers are ranked by fit, and admins can confirm the top match or let the system auto-assign.

Can I still manually assign workers?

Yes. AI matching provides ranked recommendations, but admins always have the option to manually assign any available worker to any shift. The system assists your decisions rather than overriding them.

How do skillset ratings work?

Roosted tracks performance at the individual skill level. Each worker has an overall rating plus separate ratings for each skillset they're tagged with. When assigning workers to a shift, you can see both the overall rating and the specific skillset rating side by side, which helps you place the right person in the right role.

Does it support union seniority dispatch?

Yes. Roosted supports seniority-based matching and custom sort rules designed for union environments, including IATSE locals and other organizations with specific dispatch ordering requirements.

What about preferred workers?

Admins can flag workers as preferred for priority assignment. When a preferred worker is available and qualified for a shift, they're moved to the top of the match list automatically.

Is the matching system really patented?

Yes. Roosted's AI matching technology is patented and was built specifically for the on-demand staffing model, where large flexible worker pools, variable requirements, and last-minute changes are the norm.

How does this handle credentials and certifications?

The matching engine checks credential requirements as part of the matching process. Workers without the required certifications for a shift are filtered out before the match list is generated. This is particularly important for healthcare, security, and other regulated verticals.

Still have questions? Email our support team and we'll get back to you shortly.

FAQ

Got Questions? We've Got Answers.

How does Roosted's AI decide which worker to assign?

The matching engine evaluates each available worker against the shift requirements, considering skillset ratings, availability, geographic proximity, preferred worker status, seniority rules, and credential verification. Workers are ranked by fit, and admins can confirm the top match or let the system auto-assign.

Can I still manually assign workers?

Yes. AI matching provides ranked recommendations, but admins always have the option to manually assign any available worker to any shift. The system assists your decisions rather than overriding them.

How do skillset ratings work?

Roosted tracks performance at the individual skill level. Each worker has an overall rating plus separate ratings for each skillset they're tagged with. When assigning workers to a shift, you can see both the overall rating and the specific skillset rating side by side, which helps you place the right person in the right role.

Does it support union seniority dispatch?

Yes. Roosted supports seniority-based matching and custom sort rules designed for union environments, including IATSE locals and other organizations with specific dispatch ordering requirements.

What about preferred workers?

Admins can flag workers as preferred for priority assignment. When a preferred worker is available and qualified for a shift, they're moved to the top of the match list automatically.

Is the matching system really patented?

Yes. Roosted's AI matching technology is patented and was built specifically for the on-demand staffing model, where large flexible worker pools, variable requirements, and last-minute changes are the norm.

How does this handle credentials and certifications?

The matching engine checks credential requirements as part of the matching process. Workers without the required certifications for a shift are filtered out before the match list is generated. This is particularly important for healthcare, security, and other regulated verticals.

Still have questions? Email our support team and we'll get back to you shortly.

FAQ

Got Questions? We've Got Answers.

How does Roosted's AI decide which worker to assign?

The matching engine evaluates each available worker against the shift requirements, considering skillset ratings, availability, geographic proximity, preferred worker status, seniority rules, and credential verification. Workers are ranked by fit, and admins can confirm the top match or let the system auto-assign.

Can I still manually assign workers?

Yes. AI matching provides ranked recommendations, but admins always have the option to manually assign any available worker to any shift. The system assists your decisions rather than overriding them.

How do skillset ratings work?

Roosted tracks performance at the individual skill level. Each worker has an overall rating plus separate ratings for each skillset they're tagged with. When assigning workers to a shift, you can see both the overall rating and the specific skillset rating side by side, which helps you place the right person in the right role.

Does it support union seniority dispatch?

Yes. Roosted supports seniority-based matching and custom sort rules designed for union environments, including IATSE locals and other organizations with specific dispatch ordering requirements.

What about preferred workers?

Admins can flag workers as preferred for priority assignment. When a preferred worker is available and qualified for a shift, they're moved to the top of the match list automatically.

Is the matching system really patented?

Yes. Roosted's AI matching technology is patented and was built specifically for the on-demand staffing model, where large flexible worker pools, variable requirements, and last-minute changes are the norm.

How does this handle credentials and certifications?

The matching engine checks credential requirements as part of the matching process. Workers without the required certifications for a shift are filtered out before the match list is generated. This is particularly important for healthcare, security, and other regulated verticals.

Still have questions? Email our support team and we'll get back to you shortly.

Smart scheduling for
healthcare teams.

Fast, seamless, and built for on-demand healthcare & clinical staffing.

Smart scheduling for
healthcare teams.

Fast, seamless, and built for on-demand healthcare & clinical staffing.

Smart scheduling for
healthcare teams.

Fast, seamless, and built for on-demand healthcare & clinical staffing.