/What

Precision automation for high-volume firms.

We build autonomous systems that handle the repetitive, complex work that bogs down specialized firms. Turn phone calls into documents, rank candidates in seconds, and ensure no client falls through the cracks.

Built for specialized operators.

automated step AI processing
/Why

Measurable impact, day one.

Automation isn't just about cutting costs — it's about removing the ceiling on your growth. When your most expensive talent stops doing data entry and phone tag, your firm's capacity multiplies.

140+

Average Hours Saved/Mo

Time returned to your specialized staff
99.9%

Data Accuracy

Consistent extraction without human error
3x

Capacity Increase

More clients handled with the same headcount

System.Pipeline_Active

/How

Engineered for outcomes.

This isn't a SaaS subscription you have to learn how to use. It's infrastructure we build and deploy into your business. You bring the domain expertise; we bring the automation engine.

Business Process Mapping

We audit your exact current workflow — identifying the bottlenecks, data silos, and manual touchpoints before writing a single line of automation.

Validation

We stress-test the mapped process against real inputs, confirming edge cases, exception paths, and data quality requirements are fully accounted for.

Build

We engineer dedicated models and integrations that hook directly into your existing CRM, ATS, or practice management software.

Test

Every automation runs through a controlled testing phase against live-like scenarios before it touches real clients, candidates, or cases.

Autonomous Execution

The system runs continuously in the background, executing tasks instantly and routing exceptions to human operators when judgment is required.

/Who-For

Built for specific verticals.

General-purpose AI tools require constant hand-holding. We build bespoke autonomous systems integrated directly into your existing workflows for four distinct verticals.

RECRUITING & STAFFING

Operate at 10x scale without adding headcount.

Turn unstructured conversations into structured data instantly.

  • Auto-rank and match high volumes of candidates against open roles
  • Automated, AI-assisted outreach to passive candidates
  • Turn intake calls into complete job descriptions in minutes
View integration details →
LAW PRACTICES

Eliminate the administrative bottleneck.

Automate case intake and client communication while maintaining absolute precision.

  • Turn client intake calls into detailed case summaries automatically
  • AI-assisted first-pass review of standard contracts and documents
  • Automated client status updates and proactive follow-ups
View integration details →
WELLNESS & APPOINTMENTS

Run a seamless front desk on autopilot.

Keep your calendar full and your staff focused on care, not the phones.

  • Automated intelligent reminders that drastically cut down on no-shows
  • AI-assisted booking and rescheduling by phone or text
  • Automated follow-up for rebooking and reviews after each visit
View integration details →
HOME SERVICES

Keep jobs flowing, without lifting a finger.

Keep customers informed from first inquiry to final invoice.

  • Automated estimate follow-ups and job confirmation reminders
  • AI-assisted dispatch and scheduling by phone or text
  • Automated review requests and rebooking outreach after every job
View integration details →
/Who-By

Two founders, one forge.

Myles Cooney
Myles Cooney Founder
Enterprise Business Systems Data Ops Strategy & GTM
LinkedIn →
Eric Kufta
Eric Kufta Founder
AI Infrastructure Cybersecurity MCP & Gateways Observability
LinkedIn →
/Book-a-call

Stop doing robot work.

Start operating at scale.

Find out exactly how many hours of manual data entry, phone routing, and triage our systems can eliminate from your firm this month.