The LeMay Deterministic Semantic Transduction Engine

High-throughput keyword and schema mapping. Zero network dependencies, sub-millisecond core engine, exact character byte-offset validation.

353.54ms
Execution Latency
44,750
Entities Extracted
2.19MB
Payload Size

Interactive API Console

Execute query to see response.

cURL Quickstart

curl -X POST https://api.lemay.app/extract \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk_test_sovereign_123" \ -H "X-Device-Fingerprint: fast_test" \ -d '{ "text": "Rust is fast", "schema": [ {"keyword": "Rust", "label": "LANGUAGE"} ] }'

API Schema Specifications

{ "type": "object", "properties": { "text": { "type": "string" }, "schema": { "type": "array", "items": { "type": "object", "properties": { "keyword": { "type": "string" }, "label": { "type": "string" } }, "required": ["keyword", "label"] } } }, "required": ["text", "schema"] }
[ { "type": "object", "properties": { "label": { "type": "string" }, "value": { "type": "string" }, "start_offset": { "type": "integer" }, "end_offset": { "type": "integer" } }, "required": [ "label", "value", "start_offset", "end_offset" ] } ]

Documentation & Enterprise Reference

How It Works

At the core of the LeMay Transducer is a deterministic parsing engine that translates unstructured text strings directly into typed JSON data matrices. Unlike probabilistic large language models (LLMs) that run on heavy, slow hardware, Transducer utilizes exact matching logic to map specified schemas instantly. By compiling down to bare metal, the engine processes payloads with absolute guarantees—meaning there are no hallucinations, no random seed variations, and no data leak risks.

Programmatic Guides

Legislative Tracking

Load Example

Map complex state statutes to extract specific bill amendments, statutory references, and fiscal appropriations with precise byte offsets. This ensures automated compliance processors can immediately extract exact text spans without parsing noise.

Automated Compliance Auditing

Load Example

Evaluate corporate filings against institutional rules. By targeting key regulatory compliance keywords and headers, the engine audits thousands of documents per second to flag discrepancies on real-time ingestion pipelines.

Contract Discrepancy Auditing

Load Example

Perform multi-party commercial contract auditing to discover missing or altered legal obligation terms. Using a defined schema of binding keywords like "shall", "indemnify", and "terminate", the engine isolates clauses instantly.

The Enterprise Value

Transducer delivers unmatched asymmetric competitive advantages over traditional generative AI models:

  • Zero-Data Permanence: Data is parsed locally in memory. No server logs or unstructured texts are persisted, ensuring strict compliance with GDPR, HIPAA, and internal security policies.
  • Zero-Hallucination: Extraction matches are 100% deterministic and bound to the input string—eliminating the risk of confabulated references.
  • Bare-Metal Performance: Native compiled execution processes megabytes of text in fractions of a second, saving massive compute costs compared to legacy probabilistic black-box AI platforms.