Intelligent Systems for HR and Recruiting Tech

Hire better people faster, without burning out your team

Recruiting is one of the most relationship-driven functions in any company, and also one of the most buried in repetitive work. We build AI systems that handle the volume so your team can spend their time on the conversations that actually matter.

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0%
of recruiter time spent on tasks AI can handle
0X
more candidates reviewed per recruiter with AI screening
0days
average reduction in time-to-hire with intelligent automation
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The Real Problem

Your recruiters are spending most of their time on work that doesn't require them

Resume screening. Scheduling. Status updates. Interview reminders. Follow-up emails. These tasks make up the majority of a recruiter's week, and they sit on top of the actual work: building relationships, assessing fit, and selling candidates on why your company is worth their time.

The result is a team that's reactive rather than strategic, pipelines that stall while candidates go cold, and a candidate experience that makes your company look disorganized even when it isn't. That's a workflow problem, not a people problem.

We build intelligent recruiting systems that handle the repetitive work automatically, give recruiters the signal they need to focus on the right candidates, and keep every stakeholder in the loop without anyone having to chase anyone down.

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Screening takes forever

High-volume roles generate hundreds of applications. Recruiters spend hours reviewing candidates who were never going to move forward.

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Scheduling is a time sink

Coordinating interviews across multiple people and time zones eats hours every week and creates delays that cost you candidates.

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Candidates go cold in the gaps

Strong candidates accept other offers while waiting on status updates that no one remembered to send. The pipeline leaks at every stage.

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Hiring managers are out of the loop

Getting feedback, alignment, and approvals from hiring managers requires more follow-up than the actual recruiting work itself.

What We Build

Intelligent systems across the full recruiting lifecycle

From candidate sourcing to offer management, onboarding to workforce analytics, we build the systems that work together as a hiring operation rather than a stack of disconnected tools each team manages separately.


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Candidate Screening Agent

Reviews every application against your job requirements automatically, scores candidates on relevant criteria, and surfaces the strongest fits before a recruiter reads a single resume. It flags inconsistencies, highlights standout qualifications, and deprioritizes candidates who don't meet the threshold so your team starts every day focused on the people worth talking to.

  • Resume parsing
  • Criteria scoring
  • Skills matching
  • Fit ranking
  • ATS integration
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Interview Scheduling Copilot

Coordinates interviews across candidates, recruiters, and hiring panels without the back-and-forth. It reads calendar availability, proposes times, sends confirmations, and handles reschedules automatically. When preferences conflict or a panel member drops last minute, it resolves the change and keeps everyone updated without anyone having to touch it.

  • Calendar sync
  • Auto-scheduling
  • Conflict resolution
  • Confirmations
  • Reschedule handling
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Candidate Communications Pipeline

Keeps every candidate informed at every stage of the process without a recruiter writing a single email. It sends application confirmations, stage updates, interview prep materials, and rejection messages in a tone that reflects your employer brand. Candidates know where they stand, and your team's inbox stops filling up with status questions.

  • Automated outreach
  • Stage-based triggers
  • Brand voice
  • Personalization
  • Multi-channel
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Recruiter Assist Copilot

Works alongside recruiters in real time to surface relevant candidate history, draft outreach, summarize interview notes, and flag pipeline risks before they become problems. It learns the preferences and patterns of each recruiter over time, so the suggestions it surfaces get more useful the longer it runs.

  • Draft generation
  • Candidate summaries
  • Pipeline alerts
  • Note synthesis
  • Continuous learning
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Talent Sourcing Engine

Identifies passive candidates across public profiles, job boards, and your existing talent database who match your current openings. It scores them on fit, composes personalized outreach for each, and tracks engagement so recruiters focus their attention on the candidates most likely to respond rather than blasting messages and hoping.

  • Passive sourcing
  • Profile matching
  • Outreach drafting
  • Engagement tracking
  • CRM sync
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Onboarding Workflow Agent

Manages the sequence of tasks, communications, and documents that come with every new hire. It coordinates across HR, IT, and the hiring manager's team to make sure equipment is ready, access is provisioned, paperwork is signed, and the new hire's first week isn't a mess of things that weren't ready. The experience a candidate has in their first two weeks shapes how they feel about joining for a long time after.

  • Task orchestration
  • Document collection
  • Cross-team coordination
  • New hire comms
  • HRIS integration
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Hiring Manager Portal

Gives hiring managers a single place to review candidates, submit structured feedback, approve job requisitions, and track where their openings stand in the pipeline. It sends them reminders when feedback is overdue and summaries when a role has enough candidates to make a decision, rather than waiting for a recruiter to chase them down.

  • Feedback collection
  • Approval workflows
  • Pipeline visibility
  • Reminder automation
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Workforce Analytics Platform

Turns your hiring data into decisions. It surfaces patterns in where candidates drop off, which sourcing channels produce the best hires, how long each stage takes across different roles, and which job descriptions attract the wrong pool. Your recruiting team stops operating on gut feel and starts making changes backed by evidence.

  • Funnel analysis
  • Source quality tracking
  • Time-to-hire reporting
  • JD performance
  • Retention correlation

Our Approach

We map your recruiting workflow before we write any code

Recruiting automation fails when it's layered on top of a process that was already broken. We start by understanding where your pipeline actually loses time and candidates before we scope anything.

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Workflow Audit and Scoping

We walk through your current recruiting process end to end, map where time is lost and candidates drop off, and identify the automation opportunities with the highest return. Everything we build gets prioritized against your actual constraints.


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Prototype Sprint

We build the highest-value capability first and test it against real candidates and real workflows before any production commitment is made. You know what you're getting before you've committed to building it.


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Integration & Production Build

We build into your existing ATS, HRIS, and communication tools rather than asking your team to adopt something new. Your recruiters keep working in the systems they already know.


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Measure & Improve

We instrument everything from day one so you can see where the system is performing, where it needs tuning, and what to build next. Time-to-hire, conversion rates, candidate satisfaction, source quality — it's all tracked.

What to Expect

Real outcomes from production systems

These reflect the results teams see when automation is built around the way recruiting actually works rather than bolted on as an afterthought.

73%
Reduction in time spent on administrative recruiting tasks

Screening, scheduling, status updates, and follow-up emails handled automatically so your team's time goes to the conversations that require a human.


18 days
Average reduction in time-to-hire

Faster screening, instant scheduling, and proactive candidate communications remove the delays that let strong candidates accept offers elsewhere.


4x
More candidates reviewed per recruiter

AI screening means your team reviews a curated shortlist rather than a full inbox. The same headcount covers significantly more pipeline without sacrificing quality of attention.


+22pts
Candidate experience score improvement

Consistent communication at every stage makes candidates feel respected and informed, which reflects directly on your employer brand regardless of whether they get the role.


35%
Reduction in early-stage turnover

Better matching and more structured onboarding means new hires are more likely to stick through the critical first 90 days, reducing the cost of a bad fit.


100%
Pipeline visibility for hiring managers

Every stakeholder sees exactly where each role stands without having to ask. Feedback loops close faster and approvals stop sitting in someone's inbox for a week.

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Intelligent Systems FAQs

What you need to know

Ready to build a recruiting operation that scales without breaking?

Tell us about your current process, your team size, and where you're losing the most time. We'll show you where intelligent systems make the biggest difference.