Semanthic
The infrastructure of review

Semanthic·v.16

Defensible decisions from unstructured documents.

Structured extraction, rule-based validation, full source linkage. Every decision traceable. Every extraction reproducible.

Fragmented inputs. Manual interpretation. Weak traceability. Decisions made now, reconstructed later.

When reasoning lives in the reviewer’s head rather than the system, each output becomes unrepeatable. That is how institutions end up defending work they can no longer reproduce.

Architecture

Four properties that hold under review.

The platform is defined by what its outputs can survive, not by the volume it can produce. Each stage leaves a trace the next one can check.

Structured extraction
Unstructured inputs converted into typed, schema-bound data. No free text pretending to be answers.
Rule-based validation
Outputs checked against explicit rules and source basis — the logic is legible, not locked inside a model.
Source traceability
Every result linked to the rule, article, or document behind it. No orphan conclusions.
Reproducibility
Same input, same logic, same output. Independently reviewable, not re-generated on demand.

Built for workflows where an output must be inspected, challenged, defended, and reproduced.

Begin

Bring one complex workflow into a defensible decision path.

We start with a thirty-minute technical conversation, scoped to one real document set or one real pathway question.

Pilot and technical discussions are available on request, under NDA where appropriate. See the technical overview.

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Emerging direction

Regulated transaction verification — available through pilot and technical discussion only.

Request private overview