1A1 Tool is based on a novel artificial intelligence technology that is ontology-driven and deterministic, combining advances in document layout analysis, event-based ontologies, target domain specific rules, NLP-style entity recognition, and others.
Single-code base
1A1 Tool is a singe code base product, exclusive intellectual property of 1A1 Inc. No 3rd-party product or open-source tool or code is used.
100% 1A1 Inc. IP
No Open-Source
No 3rd-party code
No 3rd-party IP
Sustainability at scale
The carbon footprint of 1A1 Tool is several orders of magnitude smaller than trying to perform the same with LLM-based generative approaches.
1A1 Tool’s computational footprint is tiny.
Every attempt to extract information from a document using ChatGPT costs our planet energy use equivalent to toasting a slice of bread.
With the same amount of energy 1A1 finds changes in 2,000,000 documents.
Novel technology
Avoids the shortcomings of generative AI and the pitfalls of LLMs.
DLA
The 1A1 Tool overcomes traditional challenges in Document Layout Analysis.
ONTO
7,000 events-based ontology is a finite-depth practical resource to represent text meaning.
TOK
The 1A1 Tool uses a Tokenizer to identify up to 250,000 words and punctuation.
EVE
Entity Value Extraction is an expanded version of Named Entity Recognition.
PAR
Text Meaning Logic Language (TMLL) is a novel grammatical syntactic parsing for ontological analysis of written language.
LOGIC
Target domain rules enabled by fuzzy logic principled algorithms to control extraction boundries.
- Deterministic AI
- Accurate
- Traceable
- Credible
- Sustainable
- No Generative AI
- No hallucinations
- No LLM bias
- No plagiarism
- No endless training