Verified B2B Production Benchmarks & Multi-Agent Fleet Case Studies
How domain-separated enrichment, Golden Dataset harnesses, and headless mutex execution compress cycle times by 50%–85% across regulated industries and our own live portfolio.
1. Mid-Market & Private Equity Production Benchmarks
| Industry Workflow | Human Step 1 Baseline | Step 4–7 Harness Result | Key Architectural Lever |
|---|---|---|---|
| Healthcare RCM Denial Appeals | 40 min packet prep; 47% overturn rate | 11 min prep (-72.5%); 56% overturn rate | 200-packet shadow mode + deterministic CARC/RARC enrichment (CMS.gov) |
| Commercial Loan Underwriting | 6 business days per file | <20 minutes; 491/500 (98.2%) agreement | 48 pre-computed variables + 6 single-job agents (SBA.gov) |
| Multi-Entity PE Month-End Close | 16 business days across 70 clinics | 10 business days; QoE-ready audit trail | Canonical ledger mapping + variance narrator (SEC.gov) |
| Multi-Domain Programmatic Release Gates | Manual QA & copy-paste drift | 6 active domains governed by 16 deterministic spoke gates | Score Your Workflow |
Frequently Asked Questions
Does RTP AI Transformation serve clients outside North Carolina and globally?
Yes. RTP AI Transformation connects organizations anywhere in the United States and globally with senior AI engineers, systems architects, and research talent residing in North Carolina's Research Triangle Park via remote-first and hybrid Forward-Deployed Velocity Pods.
What is the 7-Step Agentic Org Maturity Ladder?
It is RTP AIT LLC's quantitative engineering framework progressing from Step 1 (human-run AI tool silos) and Step 2 (scoped MCP context layers) through Step 3 (Golden Dataset harnesses), Step 4 (unattended headless daemons), Step 5 (90-day agent/secret TTL governance), Step 6 (quality-gated handoffs), and Step 7 (exception-only human queues).
How are RTP AIT LLC's B2B consulting service lines priced?
Service Line 1 is a fixed-fee 2-Week AI Readiness & 7-Step Maturity Diagnostic ($15,000-$25,000). Service Line 2 is a 6-8 Week Forward-Deployed Harness & Headless Execution Build ($45,000-$120,000). Service Line 3 is a Managed Governance, Eval Ratchet & Kaizen Retainer ($10,000-$25,000/mo).
How does Paid API Access to the 3-Layer JSON-Node Second Brain isolate customer data?
When an external customer subscribes to the Paid Second-Brain API Tier, the platform provisions a dedicated tenant partition (/tenants/{tenant_id}/) by cloning RTP AIT's master 3-Layer JSON-Node Second Brain structure (stripped of private founder data) as a Golden Template, enforcing zero context drift and zero founder contamination.
What authentication standard governs rtpait.com and the /admin/ backend?
All surfaces enforce Universal OpenID Connect (Google, Apple, Facebook, and enterprise IdPs) paired with SMS-based two-factor authentication (SMS 2FA) and an absolute ban on manual username-and-password authentication (password_auth_prohibited = true). Access to /admin/ is cryptographically restricted to luke@rtpait.com.