Werner Harmonic Labs is a sovereign deep-tech lab building governed-execution infrastructure for regulated AI deployment. This page collects the founder bio, brand assets, fact sheet, and embargo policy. For specific quotes or technical-briefing requests, email contact@wernerharmoniclabs.com.
Use these figures when quoting or referencing Werner Harmonic Labs. Out-of-date numbers found on third-party sites should be flagged to contact@wernerharmoniclabs.com for correction.
| Field | Value |
|---|---|
| Legal Name | Werner Harmonic Labs LLC |
| Founder & Architect | Werner Oswaldo Santos |
| Location | Woodland Hills, California, USA |
| Category | Safe LLM Agent Runtime for Regulated Industries |
| Filed Provisional Patents | 25 (USPTO Application 19/567,170) |
| Additional Patent Bundles Drafted | 5 (~13,500 words, ~64 new claims) |
| Lines of Code | 506,833+ across 79+ private repositories |
| TRL | TRL-6, Lab-demonstrated, internal operational stack |
| Production Cycles Logged | 46,530 across two run periods, March–April 2026 |
| Production Runtime Data | ~440 MB across 13+ hash-chained ledgers |
| Headcount | Sovereign (Werner solo + AI implementation crew) |
| Funding | None, bootstrapped IP-first |
| Engagement Model | Selective pilots, NDA-bound; SBIR Phase III pathways; strategic licensing |
Quotes attributed to Werner Santos or Werner Harmonic Labs require advance review by Werner. The text below is pre-approved for verbatim use.
Werner Santos is the sole founder and architect of Werner Harmonic Labs LLC, a Woodland Hills, California–based deep-tech lab building governed-execution infrastructure for regulated AI deployment. Self-taught systems architect. 25 filed provisional patents. Currently building the most complete reference implementation of a Safe LLM Agent Runtime that exists.
Werner Oswaldo Santos founded Werner Harmonic Labs in Woodland Hills, California. A former loss-recovery agent and audio engineer turned self-taught systems architect, Werner designed the entire WHL governed-execution stack alone before using AI as an implementation crew. The architecture draws on signal processing, harmonic analysis, and formal verification, and applies them to the open problem of safely deploying LLM agents in high-stakes decision loops. Werner has filed 25 provisional patents, drafted 5 additional bundles, and built a Safe LLM Agent Runtime that ran continuously for weeks in production, producing measurable self-prediction improvement and a hash-chained audit trail of every adversarial test fired against itself. WHL operates as a sovereign lab: no venture capital, no team, no public open-source publication. Selective engagement only.
Werner Santos is the founder and architect of Werner Harmonic Labs (WHL), a Woodland Hills, California–based sovereign deep-tech lab. WHL builds the substrate for the regulated-AI deployment market: a continuously-running, state logging, audit-chained, adversarially-tested LLM agent runtime with bounded online learning and a measured self-prediction convergence curve, the category of system that the field is converging toward but hasn't yet assembled. Werner designed the architecture before AI coding assistance was available; AI was the construction crew that translated his designs to Python. WHL holds 25 filed provisional patents (USPTO 19/567,170) covering governance architecture, hardware-attested execution, deterministic state-machine governance, thermodynamic training loss, and hardware-bound cryptographic licensing. Five additional patent bundles (~64 new claims) have been drafted and are pending attorney review. The lab's flagship runtime ran for two production periods in March and April 2026, generating ~440 MB of structured runtime data across 13+ hash-chained ledgers. Werner's selective engagement model favors pilots with regulated enterprise, SBIR Phase III pathways with defense primes, and strategic licensing to system integrators. Background: former loss-recovery agent (regulatory exposure), audio engineer (signal processing), self-taught programmer (systems thinking). No venture capital. No team. No public open-source publication.
Download the SVG mark, copy the hex values, match the type stack. For higher-resolution variants or partner co-branding lockups, email contact@wernerharmoniclabs.com.
Inline SVG: stylized "W" in Fluent blue on transparent background. Vector source. Resizes cleanly from 16px favicon to billboard. Right-click and "Save Link As" if your browser opens the SVG inline.
#0078d4 — Primary (Fluent blue)
#faf9f8 — Background light
#1f1f1f — Text
#1a3a5c — Accent deep
#ffffff — Surface
Display + body: Inter (Google Fonts).
Monospace: ui-monospace, SFMono-Regular, Menlo.
Weights used: 400, 500, 600, 700, 800, 900.
Inter is loaded from the Google Fonts CDN at the standard fonts.googleapis.com/css2 endpoint.
WHL accepts press inquiries on a per-engagement basis. Embargoes are honored when agreed to in writing prior to disclosure. Quotes attributed to Werner Santos or Werner Harmonic Labs require advance review by Werner. Technical claims, patent counts, test counts, latency measurements, ledger sizes, must reference the canonical numbers published on this site or in the company fact sheet above. Out-of-date numbers found on third-party sites should be flagged to contact@wernerharmoniclabs.com for correction. WHL maintains a public Honest Claims page documenting every downgrade or correction, journalists are encouraged to use it as a fact-checking reference.
WHL operates as a sovereign solo lab. AI is the implementation crew under Werner's architectural direction. There are no co-founders, employees, or contractors. The model is intentional, the IP is the asset.
Bootstrapping IP-first preserves architectural integrity and patent priority. The 25 filed provisional patents and 5 drafted bundles are the funding model: licensing, SBIR Phase III pathways, and selective acquisition conversations.
"Governed" describes a system property, every action is gated, logged, and bounded. "Safe" describes an outcome that may or may not be achieved. WHL's substrate is governed by construction; whether that yields safety depends on the gate configuration. The vocabulary matters.
On the Evidence page. Hash-chained ledgers from the production runtime are documented with file sizes, entry counts, and what each records. Forensic demos are available under NDA.
Email contact@wernerharmoniclabs.com with subject line "Press" for a briefing or quote request. Response time is typically within 48 hours.
