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Discover Deeper Insights, Faster

Rethink What Search Can Do

Franklin’s Discovery™ transforms the way organizations extract meaning from text. Unlike traditional systems based on keyword matching or opaque math models, Franklin understands language conceptually—resolving ambiguity, detecting synonymy, and surfacing true meaning.

Trusted by Experts, Built for Precision

Developed by the team behind Cleversafe (acquired by IBM for $1.3B), Franklin’s Discovery™ powers discovery across legal, defense, academic, and commercial domains. With ROC scores exceeding 90%, it delivers high-accuracy results—quickly, transparently, and at scale.
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How Franklin’s Discovery™ Works

Conceptual Structuring

Franklin’s Discovery™ represents people, places, and actions as distinct concepts, separate from the many ways they may be described in language. This allows it to distinguish between terms like “Jaguar” the animal, the car, or the sports team.

Semantic Reasoning

Franklin’s Discovery™ knowledge graph is built on patented logic rules and semantic modeling—not just probability. It connects related ideas across disparate data sets and domains, enabling precise, explainable insights.

Generative AI Integration

Franklin’s Discovery™ reduces hallucinations by anchoring generative models in vetted data and structured logic. It augments these models without requiring massive training overhead.

Document Search Powered by Franklin Discovery™

To achieve highest accuracy and best retrieval scores in the industry

Document Search in Legal Discovery

  • Challenge: Large volumes of documents require review for relevance and privilege. A mishandled document can lose a case.
  • Solution: Attorneys rely on Franklin’s true concept search which penetrates the language of texting, emails and attachments and susses out the critical content. Coding decisions are supported by highlighted text and document summaries.

Document Search in Legal Discovery

Find all documents containing:

  • “Energy deal”
  • “Energy exchange”
  • “Energy swap”

Documents’ phrases are conceptual neighbors of search filters.

  • “swap” and “Enron” key off “energy swap”
  • “trader” and “electricity”  key off “energy exchange”
  • Franklin Discovery™ filters used:
    • “energy deal”
    • “energy exchange”
    • “energy swap”

Franklin Discovery™ returns the right documents and highlights why.

  • “Arizona Public Service” and “sold” key off “energy deal”
  • Franklin Discovery™ filters used:
    • “energy deal”
    • “energy exchange”
    • “energy swap”

Each responsive document is summarized for quick review

  • Franklin Discovery™ filters used:
    • “energy deal”
    • “energy exchange”
    • “energy swap

Each responsive document is summarized for quick review

Information Retrieval Powered by Franklin Discovery™

To achieve highest accuracy and best retrieval scores in the industry

Interrogating Enterprise Documents

  • Challenge: Preliminary evidence requires an internal investigation in an energy trading company. The corroborating communications and other documentation may be sparse and dispersed.
  • Solution: Investigators will deploy Franklin’s “Ask” functionality to interrogate the enterprise documents broadly before engaging in more focused document search.
Franklin allows you to interrogate any set of documents in conversational English and returns a well reasoned response reflecting all the relevant information

Franklin allows you to interrogate any set of documents in conversational English and returns a well reasoned response reflecting all the relevant information

Government Solicitation List Filtered by Franklin’s Discovery™Watch

  • Challenge: Preliminary evidence requires an internal investigation in an energy trading company. The corroborating communications and other documentation may be sparse and dispersed.
  • Solution: Investigators will deploy Franklin’s “Ask” functionality to interrogate the enterprise documents broadly before engaging in more focused document search.

US Government Contracting

Bid Monitoring and Alerting

Challenge: Finding relevant government contracting opportunities is a constant challenge for businesses. With thousands of federal, state, and local bids issued daily, crucial prospects are easily missed using typical search methods.

Solution: Bidders use FranklinWatch’s human-like recognition of the match between their company’s capabilities and the solicitation specifications. Every morning bidders receive a customized list of relevant opportunities.

Key Advantages

  • Trustworthy and Transparent: Franklin Discovery™ surfaces only verifiable insights—reducing confabulation and ensuring users stay in control of their data.
  • Fast and Efficient: Go from massive, unstructured data sets to prioritized results in minutes.
  • Versatile and Compatible: Franklin Discovery™ is domain-agnostic and integrates easily with existing tools via secure, standards-based APIs.
  • Tailored Intelligence: Custom knowledge bases support specialized use cases across government, research, and enterprise domains.
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Real-World Applications

Legal & Contract Discovery

Rapidly identify relevant documents, concepts, and entities from massive legal corpora—emails, filings, attachments, and more.

Defense & Intelligence

Normalize data across silos. Reveal actionable insights hidden within unstructured repositories—powering predictive analysis and strategic decisions.

Scientific & Academic Research

Search across journal articles, datasets, and reports. Franklin Discovery™ understands domain-specific terminology and resolves meaning accurately.

Government Solicitations

Franklin Discovery™ Watch monitors thousands of bids daily, surfacing only those that match your capabilities.

Patent Analysis

Match new ideas to the global patent corpus. Identify overlap and opportunities—without building custom ML models.