Research Triangle Park AI Transformation LLC
National & Global B2B Reach · Powered by Research Triangle Park (RTP) Talent
Service Line 2: Forward-Deployed Harness & Headless Execution Build ($45k–$120k)
We deploy Research Triangle Park engineering and AI architecture talent alongside your domain operators anywhere in the US or globally—taking one high-leverage workflow from human-run Step 1 to unattended Step 4–7 production in 6 to 8 weeks.
NIST AI RMF & HIPAA Pre-Model Scrubbing Compliant (.gov)
Step 2 & Step 3: MCP Context Gateways & Golden Datasets
We never bolt a raw chatbot onto unstructured PDFs. Month 1 builds deterministic pre-model enrichment (assembling 34–48 verified variables), strips regulated PII/PHI before the model boundary, and locks a 50–500 case Golden Dataset JSONL with a >=95% multi-provider model-swap proof.
Scope a 6–8 Week Build ($45k–$120k) →
Unattended Mutex Daemons & 90-Day Agent TTL
Step 4–7: Headless Execution & Exception Queues
Workflows migrate off employee laptops onto hardened server daemons with flock mutex locks, idempotency keys, dead-letter queues, per-tool service account RBAC, and Step 7 exception queues where agents handle 80–95% of volume and humans resolve the 5–20% edge cases.
Enterprise Workflow Automation & Harness Infrastructure Stack
| Architecture Layer | Standard Pattern | Recommended Enterprise Platforms | Verification Action |
| Orchestration & iPaaS | Idempotent webhook & queue workers | n8n Enterprise, Make, Workato, Temporal | Compare n8n |
| Context & Vector Store | Scoped departmental Postgres + pgvector | Supabase Enterprise, Pinecone, DigitalOcean Managed DB | DigitalOcean Cloud |
| Identity & 90-Day TTL | Universal OIDC + SMS 2FA + Scoped Vault Keys | WorkOS, Clerk, Auth0, 1Password Business | Clerk OIDC |
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.