The Future of Concept-Based Search

Text-based search often misses critical insights and overloads you with irrelevant results.
Franklin Discovery revolutionizes information retrieval with concept-based AI, delivering unmatched accuracy,

transparency, and efficiency. No more compromises—only knowledge discovery you can trust.

True Conceptual Understanding


Go beyond statistics-based imitations of concept search. Franklin deploys a human-like understanding of people, objects, actions and attributes, ensuring meaning is preserved across language variations and true concept search is attained.

Unmatched Accuracy

Franklin™ improves search accuracy by understanding true meaning rather than relying on probability. It differentiates multiple meanings, connects related concepts, and delivers precise, context-aware results with patent-protected technology and ROC scores over 90%.

Franklin’s semantic knowledge graphs provide:

Unmatched Accuracy

Franklin™ improves search accuracy by understanding the true meaning rather than relying on probability. It differentiates among multiple word meanings, connects related concepts, and delivers precise, context-aware results with patent-protected technology and ROC scores over 90%.

Explainability under Inspection

Black-box AI can’t explain why it returned a result. Franklin can. Every result includes a clear reasoning chain showing exactly why a document matched—critical for legal discovery, compliance audits, and any high-stakes decision.

Efficiency – Avoid Diminishing Returns

Franklin delivers accurate results without expensive customization. No training data required. No model fine-tuning. Works out of the box with your documents—especially effective when your content uses specialized terminology.

Enterprise

Data
Observability and 

Retrieval
Natural Language

Processing (NLP)

Proven Innovation

We lead AI-driven text interpretation with 60% of publicly recognized patents, including 44 issued or pending and 73 first-to-file filings.

Any document. Any file type. 
Any layout.

Large language models thrive when powered with clean, curated data. But most of this data is hard to find, 
hard to work with, and hard to clean. We make it easy.

Search Naturally
Use everyday language—no complex syntax or training required.
Concept-Based AI Analysis


Franklin deciphers context, semantics, and intent beyond surface-level keywords.

Delivering Reliable Results


We leverage cutting-edge technology Implement seamlessly.

Solving Real-World Challenges


Is your current system missing crucial documents or surfacing irrelevant results? Franklin fixes that.

Faster Knowledge Discovery

80% of enterprise data is locked in complex documents, untapped and unused. Every day, valuable insights remain buried in PDFs, presentations, and emails you haven’t been able to access. Until now. Franklin automatically transforms complex, unstructured data into clean, structured data.

Smarter AI with a Smaller Footprint

Franklin delivers high performance without high costs. Our neurosymbolic engine uses significantly less compute than traditional models, supporting energy-efficient, scalable AI that adapts over time without retraining.

AI You Can Trust with the Data You Can’t Lose

Franklin keeps your data where it belongs. Designed for secure, explainable AI, it runs in private environments, integrates with existing controls, and ensures insights are accurate, auditable, and mission-ready.

Why is Franklin™ a superior

Knowledge Discovery Approach?

Accuracy and Precision that yield ROC Scores regularly exceeding 90% For when you can’t afford to be wrong.

Conceptual Analysis
Conceptual Analysis

Franklin deciphers context, semantics, and intent beyond surface-level keywords.

Logical Integration
Logical Integration

Through its unique mathematical model and set theory logic, Franklin™ logically connects concepts to uncover accurate, relevant insights.

The Franklin™ Process

From Unstructured Text to

Clear Answers.
Outputs Highlighted Text and Document Summaries
Outputs Highlighted Text and Document Summaries
Franklin highlights the relevant words and phrases and generates summaries of returned documents.
Prioritized Results
Prioritized Results

Delivers search outcomes ranked by conceptual relevance, ensuring the highest accuracy and immediate usability.

Who Uses Franklin

Franklin is easily adapted to myriad use cases where the common theme is low tolerance of error.

Government Contractors

Find the bidding opportunities that truly fit. FranklinWatch delivers daily, tailored matches across federal, state, and local opportunities.

 

Researchers and Academics

Your next breakthrough is buried in papers you haven’t found yet. FranklinAuthor surfaces conceptually relevant research across databases—catching what keyword searches miss and accelerating literature review.

Training Directors

Your training content has answers workers can’t find. FranklinTrainer makes SCORM packages, videos, and manuals searchable by meaning—so employees find what they need without guessing the right keywords.

Precise Discovery
When You Can’t Afford to be Wrong

Unmatched accuracy in document search and information retrieval through Franklin Discovery’.

How Franklin Works – See the Movie

Franklin is a versatile platform for finding information from a variety of filetypes. Here are three of the most popular workflows along with example scenarios:

Document Search

Documents are returned stacked according to relevance and shown in an interactive report. Excerpts highlight the relevant text. Document summaries at your disposal. Perfect for responses to document requests in litigation.

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Information Retrieval from a Document Set

Franklin can accept natural language queries of a document set large or small. The question and answer will appear next to a list of excerpts from the most important documents upon which the answer was based. Ideal for initiating an internal investigation.

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FranklinWatch Reporting of Bid Opportunities

Using our true concept search, FranklinWatch discerns correspondence between vendor offerings and government bid opportunities. The upshot is a daily report that directs suppliers to the most promising requests from federal, state and local agencies.

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Document Search Info Retrieval FranklinWatch