The Compliance-First
AI Platform
Delivering 10x ROI
for Debt Collectors
Recover more while spending less. Operator Labs delivers 100x call throughput, 5-8x cost efficiency, and zero compliance risk — fully aligned with FDCPA, Reg F, and TCPA.
Whether you're a contingency agency or a debt buyer, our clients see 10x ROI within the first year.
- FDCPA-Aligned
- Reg F 7-in-7
- TCPA-Aware
- Full Audit Trail
- STIR/SHAKEN & Branded Calling
Industry Challenges
Why Debt Collectors Struggle Today
- High Operating Costs
- Compliance Risk
- Inconsistent Results
- Scalability Issues
Our Solution
AI Voice +
Optimization = 10x ROI
Operator Labs is more than automation — it's a category-defining platform that transforms cost structure, scale, and compliance into measurable ROI.

Compliance by Design
FDCPA, Reg F, TCPA built-in.

Proprietary AI Playbook
Data enrichment, local presence, branded dialing, anti-spam, multi-channel SMS/email.

Massive Scale
From 100 calls/day (human) to 10,000+ calls/day (AI).

Human-in-the-Loop
AI warms and qualifies, then hands off for final payment/dispute.
HEAR OUR
AI Agent in Action
Try It Yourself
Live AI Call
Get a live demo call from our AI agent. Hear disclosures, repayment conversation, and compliance in action.
The ROI Agencies Care About
From $150K Investment → $1.5M+ in Returns
Agencies finally get the scalability of AI + the compliance guardrails of law
Pay-as-you-go. Start
Free
No upfront payment required.
Average Annual Returns
$1.5M+
In added recoveries and cost savings.
That's a
10x
ROI within the first year.
Case Studies
Solutions Across Industry
Case Study A — Contingency Agency
Challenge
10 FTEs handling 4,000 daily calls; high turnover, compliance misses.
Solution
AI + Reg F cadence + branded calling + SMS reminders.
Results
RPC 2x higher, PTP 2x higher, 10x call volume without new hires, compliance 100%.
ROI Delivered
~9x first-year return.
Case Study B — Debt Buyer
Challenge
ERC falling short, portfolios underperforming.
Solution
AI + multi-channel follow-ups + data enrichment.
Results
ERC 3x higher on neglected accounts, liquidation curve extended, zero compliance breaches.
ROI Delivered
~8x portfolio-level return.
How It Works
From Pilot to Scale in Hours
Configure
Upload scripts, or start with our compliance playbooks.
Pilot
Launch in 24 hours with dashboards, RPC/PTP metrics, and audit logs.
Scale
Expand to 10,000+ calls/day, branded calling, SMS/email, and seamless human transfer.
OUR PRICING
ROI-Driven, Not Seat-Driven
- No seat licenses. No per-minute confusion.
- Contingency Agencies: Pricing tied to % collected.
- Debt Buyers: Pricing tied to ERC uplift & liquidation gains.
- Clients typically see 8-10x ROI on annual spend.
*Performance-based pricing: we only make money when you do.

Built-In
Compliance & Deliverability
- FDCPA aligned:Mini-Miranda + dispute handling
- Reg F:7-in-7 cadence enforced automatically
- TCPA:Consent-aware + opt-in capture
- Spam Shield:Branded calling + attestation avoids “Spam Likely”
- Audit Trail:Exportable logs prove zero violations.
FAQ Section
Frequently Asked Questions
- Smart number selection (local presence & branded dialing).
- Anti-spam attestation to avoid “Spam Likely” flags.
- Multi-channel sequencing (calls + SMS + email).
- Data enrichment to improve connect and conversion rates.
Debt Collections Reimagined
Ready to 10x ROI in Collections
Operator Labs is the compliance-first AI platform built for debt collection — designed for scale, proven to outperform human limits, and delivering 10x ROI.