Null Lens™
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Built for regulated environments where authorized intent must be provable — not inferred.
SOC 2 aligned · ISO 42001 ready · EU AI Act compatible
Intent is defined before execution — or it cannot be proven.
Most AI audits reconstruct intent after the fact.
⚙️ Without Lens
Enterprises rely on logs, prompts, and post-hoc analysis to explain model behavior. None of these can prove what a request was authorized to do at execution time.
- ✕ Intent inferred after incidents
- ✕ Authorization reconstructed post-execution
- ✕ Prompts treated as evidence
- ✕ Model behavior conflated with approval
- ✕ No pre-execution control artifact
- ✕ Audits depend on narrative, not proof
What runs without declared intent cannot be proven later.
⟁ With Lens
Every request produces a deterministic Motive · Scope · Boundary record — a pre-execution statement of what the user explicitly claims authorization to do. Lens does not interpret, enrich, or enforce.
- ✓ Intent declared before execution
- ✓ Declared authority recorded verbatim
- ✓ Deterministic schema every time
- ✓ Immutable, audit-ready artifact
- ✓ No inference or policy logic
- ✓ Compatible with any governance framework
Lens produces evidence at execution time — not explanations after.
When an AI system causes harm, regulators do not ask what the model did. They ask what authority was declared.
Authority that is not explicitly declared before execution is legally indistinguishable from no authority at all.
Governance begins with an auditable control artifact.
Lens produces a deterministic Motive · Scope · Boundary record for every request. This Authorized Intent Record is created pre-execution and captured verbatim, without interpretation, inference, or enrichment.
Lens is designed to produce an auditable control artifact, not improve model behavior.
Downstream systems may log, compare, or enforce against this record. Lens itself remains stateless and non-enforcing.
0
User data retained
100%
Requests produce an Authorized Intent Record
∞
Governance frameworks supported
SOC 2 aligned • ISO 42001 ready • EU AI Act compatible
Evidence is created at execution time — not reconstructed afterward.
When authorization is explicit, audits collapse to verification.
What changes once intent is explicit.
When authorization is declared before execution, governance shifts from interpretation to verification. Reviews shorten. Disputes disappear.
Lens does not optimize workflows — it removes ambiguity that previously required meetings, escalations, and post-hoc explanation.
Verification
Audits check records instead of reconstructing intent.
Alignment
Engineering, legal, and security reference the same artifact.
Throughput
Fewer approvals. Shorter reviews. Predictable execution.
This is not acceleration by optimization — it is acceleration by removal of ambiguity.
Once intent is explicit, governance stops slowing the system.
See declared intent before execution.
Lens structures user input into a deterministic Motive · Scope · Boundary record. This Authorized Intent Record is created pre-execution and may be logged or verified by downstream systems before any model runs.
🧠 User Input
Our AI agents need to access internal documents for project brief generation. Legal requires that every access event include a logged intent record stating what the model was authorized to do. We need to design a mechanism that ensures these logging requirements are met before any retrieval happens.
📡 API Request
curl -X POST https://null-core.ai/api/lens \
-H "Authorization: Bearer <your_api_key_here>" \
-d '{
"input": "Our AI agents need to access internal documents for project brief generation..."
}'🔬 Lens Output
[Motive] Pre-execution governance attestation [Scope] internal documents; project brief generation; access event; logged intent record [Boundary] No additional domains are inferred beyond what appears in [Scope].
One request in. One Authorized Intent Record out.
Lens records the authorization claim. Execution systems decide enforcement.
Evidence is created before execution — not reconstructed afterward.
Integrate Lens.
Define intent boundaries before execution.
Private instances only. Each request returns a deterministic Authorized Intent Record (Motive · Scope · Boundary) aligned with SOC 2, ISO 42001, and the EU AI Act.
API-first. Stateless. No inference. No enforcement.
When declared authorization is explicit, audits collapse to verification.
Lens ensures intent is provable from the start.
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