Enterprise Case Studies: Replacing Back-Office Payroll With Custom AI
See how custom, source-code-owned AI architectures eliminate hundreds of thousands of dollars in repetitive administrative overhead across legal, field service, real estate, construction, and healthcare operations.
How Custom AI Replaces Repetitive Back-Office Overhead Across Every Department
Most AI agencies sell generic chat widgets on a $3,000/month retainer. We engineer production backend software that automates entire administrative roles so your human team can focus 100% on closing clients and delivering great service.
| Back-Office Department | Traditional Annual Payroll Burn | What Our Custom 30-Day AI Build Automates | Typical Ongoing Cloud Cost |
|---|---|---|---|
| 1. Client Intake & Speed-to-Lead | $50,000 – $120,000/yr in Intake Staff | 24/7 instant voice, SMS, and web qualification, conflict/service-area verification, and direct calendar or CRM booking in under 15 seconds. | <$35 / month |
| 2. Document Drafting & Case/Project Prep | $65,000 – $95,000/yr Per Specialist | Reads 500+ page medical records, contracts, leases, or spec books and generates citation-backed demand packages, proposals, or RFIs in 60 seconds. | <$25 / month |
| 3. Accounts Payable & Invoice Auditing | $52,000 – $80,000/yr AP Payroll | Extracts line items from vendor PDF invoices, cross-checks against approved POs and contracted rate tables, and syncs clean entries to NetSuite or QuickBooks. | <$15 / month |
| 4. Insurance Verification & Appeals | $55,000/yr Billing Coordinator | Verifies pre-visit coverage and generates payer-specific clinical necessity packets and claim denial rebuttals automatically. | <$20 / month |
| 5. Sales QA & Applicant Screening | $75,000/yr Ops & Recruiting Time | Audits 100% of recorded sales calls inside your CRM for script adherence and pre-screens job applicants automatically before you ever book an interview. | <$20 / month |
We Bridge the Gap Where Off-the-Shelf Software Stops
Vertical platforms like ServiceTitan, Filevine, Yardi, Procore, NetSuite, and Dentrix only process data that someone manually types inside their dashboard. We engineer custom AI agents that read incoming emails, PDFs, client intake forms, and phone calls—and push completed work directly into your system.
ServiceTitan, JobNimbus & BuildOps AI
Eliminate manual dispatch bottlenecks, after-hours missed calls, and slow work-order entry across multi-truck and multi-branch trade operations.
- 24/7 Voice AI booking & emergency triage directly into ServiceTitan
- Automated property-manager PDF/email work-order parsing & dispatch
- Automated CSR & technician call quality scoring
Filevine, Litify & Clio Legal AI
Turn thousands of pages of medical records, discovery files, and inbound prospect calls into signed retainers and 1st-pass demand packages automatically.
- In-house medical chronology & demand package generation (zero per-case fees)
- 24/7 AI legal intake qualification, conflict check & e-retainer dispatch
- Automated lien tracking & settlement disbursement preparation
AppFolio, Yardi & RealPage AI
Automate tenant maintenance triage, vendor COI compliance, lease abstraction, and AP invoice auditing for portfolios managing 500 to 25,000+ units.
- 24/7 AI tenant maintenance diagnosis & automated vendor dispatch
- Line-by-line contractor invoice vs. work-order verification
- Commercial lease abstraction & rent-roll underwriting automation
Procore, NetSuite & QuickBooks AI
Replace manual submittal reviews, RFI drafting, and multi-entity accounts payable invoice reconciliation with private zero-data-retention AI.
- Automated spec-book submittal verification & RFI drafting in Procore
- Autonomous 3-way PO, receipt & vendor PDF invoice matching
- Real-time multi-branch job costing & executive EBITDA reporting
Dentrix, Open Dental & EHR AI
Stop losing revenue to unverified insurance eligibility, claim denials, and front-desk call overflow across 5 to 50+ clinic locations.
- Automated 1st-pass clinical narrative & claim denial appeal letters
- Pre-visit insurance eligibility verification 48 hours before appointments
- 24/7 patient scheduling & unscheduled treatment reactivation
Salesforce, HubSpot, Close CRM & TMS AI
Deploy custom AI agents across your revenue and operations stack—from automated sales call auditing to freight rate-confirmation and recruiting automation.
- 100% automated CRM sales call grading & coaching scorecards
- Instant speed-to-lead qualification & dormant CRM reactivation
- Custom ERP, TMS & ATS document extraction pipelines
Why Pay a $55,000/yr Employee Forever When You Can Permanently Automate the Role Once?
Slide the controls below to compare your current annual back-office payroll & software subscription bloat against a one-time permanent GenLogic AI buyout where you own 100% of the code.
Your Current Annual Overhead Burn: $128,000/yr
Estimated One-Time Buyout Tier: $25,000 One-Time (Department Buyout)
Common Questions
How quickly do clients see measurable ROI after deployment?
Because our one-time buyout is anchored to 1–3 months of a single administrative role's salary (or third-party per-case vendor fees), most clients reach 100% payback within 60 to 90 days of going live.
Can we sign a mutual NDA before reviewing our internal workflows?
Yes. Every client engagement is protected by strict confidentiality and zero-data-retention architecture—we never share your proprietary workflows with anyone.
View Executive Architecture Summary
GenLogic AI case studies demonstrate how custom 30-day AI deployments automate 24/7 client intake, multi-thousand-page document and demand drafting, 3-way accounts payable invoice matching, insurance claim appeals, and 100% sales call quality auditing for under $55/month in cloud compute.
Book a 15-Minute Architecture Review
Choose a time on our live calendar or send a direct note to our founder. We will review your software stack and map out what we can build for you in 30 days.