2L 2NDLAW epistemic governance for LLMs

Products & access

How 2ndlaw meets real systems

The core of 2ndlaw is a proprietary runtime contract: a governed inference layer that wraps existing models and forces single-pass, non-agentic, evidence-bound behavior. That contract is executed inside 2ndlaw infrastructure and is not distributed as code, a prompt pack, or a local component.

Today, access takes the form of controlled evaluation runs and early-stage integration discussions, rather than license keys or downloadable artifacts.

Governed inference (API-bound, evaluation access)

For teams that want to see how their workloads behave under governed inference, 2ndlaw provides access to the runtime through a controlled API surface. Your systems send tasks; governed calls run inside 2ndlaw; you receive answers, data-requests, or structural-void explanations.

  • No distribution of the runtime contract text or internal specification.
  • Governed calls are versioned (for example, 2NDLAW_v1.4) and can be compared directly to unconstrained baselines.
  • Integration is API-based: your stack remains yours; the epistemic governance runs on the 2ndlaw side.

Evaluation access is selective and focused on teams with concrete workloads: agent loops, document workflows, safety/compliance flows, or evaluation harnesses that benefit from controlled inference behavior.

Email access@2ndlaw.ai to discuss evaluation access and fit.

Advisory around evaluation & integration (limited)

In some cases, it is useful to look directly at how your current systems behave under governed vs. unconstrained inference. On a limited basis, 2ndlaw offers advisory work tied specifically to runtime-contract evaluation and integration—not general-purpose AI consulting.

  • Work through concrete tasks, prompts, or internal write-ups using governed runs as a lens on where hallucinated bridges, hidden voids, and smoothed conflicts appear today.
  • Examine how a single-pass, non-agentic, evidence-bound step changes your existing agent chains or workflows in practice.
  • Identify where a 2ndlaw integration would actually help, and where it would not, based on observed behavior rather than generic claims.

This work sits around the runtime contract, not inside it: the governed core stays fixed; the advisory focus is on how you use it and what it reveals about your current systems.

For advisory engagements related to evaluation or integration, contact eric@2ndlaw.ai .