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Unlock EBITDA across your portfolio with AI Employees.

Attri helps PE firms identify, deploy, and scale AI Employees across portfolio companies — automating high-volume operational work, improving team productivity, and creating measurable margin expansion.

Start your portfolio assessmentSee how it works
  • Bioworld
  • Bully & Andrews
  • Dentons
  • EM3
  • Fresenius
  • KA Pandit
  • Kennedy Krieger
  • Location Matters
  • Midwest Comprehensive Imaging
  • EnvelopX
  • Pain Center of Illinois
  • Performance Services
  • CP
  • Synoptic
  • Xerox

Operational drag is quietly reducing margin across your portfolio.

Most portfolio companies already have capable teams. The challenge is the manual, repetitive work that ties them up — slowing growth, increasing errors, and limiting operating leverage.

Intake

Forms rekeyed by hand; downstream errors compound.

Rework + delay
Claims

Denials sit in queues until someone has time to resubmit.

Revenue leakage
Follow-up

Reminders and resubmissions slip through the cracks.

Churn risk
Lead response

Slow first-touch reduces conversion on paid demand.

Lost conversion
Scheduling

Cancelled slots go unfilled and missed appointments aren’t recovered.

Lost revenue

AI Employees that execute real operational workflows.

AI Employees are not generic chatbots or passive dashboards. They are purpose-built AI agents designed to complete specific business workflows end-to-end — from intake and follow-up to claims, billing, scheduling, reconciliation, and reporting.

They handle real workflows

AI Employees are configured around real operating workflows such as claims, intake, scheduling, billing, follow-ups, and reconciliation.

ai employee · claimsToday’s queue
live
doneCLM-4821Denial 197 · auto-corrected
in progressCLM-4822Pulling EOB · validating fields
queuedCLM-4823Routed to billing exceptions
escalateCLM-4824Edge case · pending human review
handled142 / day
escalated6
sla miss0

They work alongside your team

Your team remains in control. AI Employees execute the routine work while humans handle exceptions, decisions, and relationships.

escalation · CLM-4824needs human
AI
ai employee

Payer responded with denial code 256 — outside known patterns. Escalating to billing specialist with extracted EOB context.

KP
billing specialist

Reviewed. Filing reconsideration request — added supporting documentation. Returning to AI queue for resubmission.

auto-handled94%
human-touched6%
avg resolve3.2 min

They learn and improve

AI Employees improve as they learn business patterns, edge cases, and operator feedback — making them more resilient than static automation.

accuracy · per weekAuto-resolution rate
now96%
w1w4w8w12
start78%
feedback412 events
edge cases−63%

They scale instantly

Add locations, volume, or new workflows without the same hiring and training burden. Execution stays consistent from day one.

deployment · portfolio co.Locations live
week+4 new
new this weekactivenot deployed
live22 / 24
ramp time3 days
hires added0

What changes after AI Employees are deployed.

Teams spend less time on repetitive execution and more time on revenue, service quality, and growth.

Without AI Employees

  • Intake is processed manually, with errors during peak volume.

  • Backlogs grow when team capacity is stretched.

  • Denied claims sit in queues, creating avoidable revenue leakage.

  • Leads wait for manual follow-up; after-hours inquiries go cold.

  • Cancelled slots go unfilled and missed appointments aren’t recovered.

With AI Employees

  • Intake is captured, validated, entered, and routed automatically.

  • Throughput stays consistent across shifts and peak demand.

  • Denials are categorized and routed for same-day action.

  • Leads receive immediate follow-up and reminders happen on schedule.

  • Cancelled slots are recovered faster, recapturing lost revenue.

Built for the PE value creation cycle.

Use AI Employees across the full ownership lifecycle — from diligence to post-close transformation to portfolio-wide operating leverage.

Learn more
PE partners

Assess and prioritize the portfolio.

Run a structured assessment across portfolio companies and identify the highest-value automation opportunities by company, function, workflow, and expected EBITDA impact.

Outcome

Portfolio-wide AI opportunity map and deployment roadmap.

Operators

Give operators a practical AI roadmap.

Operators complete a short, industry-specific assessment and receive a clear roadmap showing where AI Employees can reduce manual work, recover revenue, and improve throughput.

Outcome

Company-specific roadmap with ROI priorities.

Deal & M&A

Identify value creation before close.

Use the assessment during diligence to estimate post-close automation potential, operational upside, and EBITDA improvement opportunities before signing.

Outcome

Pre-close AI value creation thesis.

Turn operational improvement into measurable EBITDA impact.

AI Employees improve margins by reducing manual workload, increasing speed, recovering revenue, and helping teams process more volume on the same cost base.

Lower operating costs

AI Employees absorb repetitive workload that would otherwise require additional hiring, overtime, or temporary support.

Recovered revenue

Claims, leads, appointments, and follow-ups are acted on faster, helping recover revenue that would otherwise be delayed or lost.

More throughput, same infrastructure

Increase throughput across locations without adding proportional overhead. AI Employees operate consistently across shifts and peak demand.

Fewer errors, less rework

Standardized execution reduces missed fields, duplicate entries, coding errors, and rework — improving both productivity and control.

Cost of AI Employee < Cost of the work it handles

When AI Employees reduce recurring cost, the benefit flows directly into EBITDA.

Assess your portfolio

From assessment to deployment, Attri turns AI strategy into operating results.

We combine portfolio-level assessment, workflow design, and hands-on AI Employee deployment so PE firms can move from opportunity identification to measurable execution.

We already know your industries

Healthcare, dental, insurance, home services, childcare, and other service businesses share repeatable operational patterns. Our assessment starts from proven workflows, not a blank page.

Deployment, not decks

The goal is not another strategy deck. We design, build, integrate, and deploy AI Employees that perform real work inside the business.

One vendor, entire portfolio

Use one partner to assess, deploy, and track AI Employees across multiple companies and operating models, with visibility at both company and portfolio level.

Free to start

Start with a low-friction assessment to identify where AI Employees can create the most value before committing to deployment.

ROI in weeks, not quarters

The first AI Employee can be deployed quickly against a focused workflow, then expanded as ROI is proven.

An EBITDA story for your LPs

AI-enabled operating leverage creates a stronger value creation story for management teams, investment committees, LPs, and exit narratives.

Bring us your toughest workflow.

In one working session we'll show you what's possible with AI and what it would take to ship, safely.

Book a consultation