next generation NLP

Gracie™ is AI that empowers domain experts to transform unstructured text to actionable insights in minutes without a single line of code.

Gracie replicates human intelligence
at the speed of light

Deep Content Analytics

Gracie™ classifies and derives granular insights from business content with incomparable speed, efficiency and accuracy. She rapidly scans through data sources to identify important content based on your specific needs, both isolating valuable content and revealing what may only be taking up space. Whether she’s scanning a computer hard drive, a file share or an entire data lake, Gracie quickly and accurately recognizes hundreds of document types including memoranda, proposals, emails, contracts, presentations, patents, resumes etc. Drilling deeper, Gracie features a rapidly-expanding roster of skills that identify security risks like PII and passwords, corporate risks from policy violations to financial documents, and much more. Gracie’s out-of-the-box skills currently include the identification of:


PII Elements (Regex with Lexeme Proximity)

  • Account number
  • Post Code
  • Social Security Number
  • Date of Birth
  • Card Number
  • Routing Number
  • Address
  • Driver’s License
  • Card Verification Number
  • Mother’s Maiden Name
  • PIN
  • Web URL
  • Expiration Date
  • Passport Number
  • Issue Date

Direct PII Dictionary

  • Contact Information
  • Financial Information
  • Health Information
  • Home Information
  • Individual Information
  • Information Technology

Indirect PII Dictionary

  • Education History
  • Gender
  • Marital Status
  • Political Affiliation
  • Race & Ethnicity
  • Religious Affiliation
  • Sexual Orientation


Corporate Risk

Internal Risk

Strategic Risk

Compliance Risk

  • Health & Safety
  • Corporate Environmental Risk
  • Quality

Operational Risk

  • Technology Failure
  • Data Breach/Data Loss
  • Corporate Leadership & Governance
  • Accounting Errors
  • Properties


  • Sexual Misconduct
  • Tardiness/Absenteeism
  • Fraud
  • Embezzlement
  • Property Theft
  • Intellectual Property Theft
  • Wrongful Termination
  • Safety Protocol Violation
  • Insubordination
  • Misuse of Company Time
  • Forgery

Reputational Risk

  • Quality
  • Company Culture
  • Business Decisions
  • Executive Reputation
  • Employee Reputation
  • Executive Compensation

External Risk

  • Environmental
  • Economic
  • Political

Financial Risk

  • Financial doctype identification
  • Financial dictionaries
  • Financial Condition
  • Market Risk

Theme Recognition

  • Cyber Risk
  • Malware
  • Data Breach
  • Terrorism

Source Code Doctype Recognition

Security Risk Dictionary + Regexes


If You Can Think It, You Can Automate It

Gracie puts the power of AI into the hands of virtually anyone who can use a web browser. Here’s how it works:


  • Our cognitive editor application allows non-technical people to train Gracie on any topic.
  • No need for machine learning experts or programmers.
  • Gracie is truly AI for the rest of us.


  • Human-augmented approach enables users to direct and guide Gracie’s fine tuning, resulting in enhanced machine learning, better models and optimized accuracy.
  • Patented model-building technology provides real-time feedback with no expensive GPUs and no waiting days or weeks for retraining.


  • World’s first click-and-drag rules pipeline allows you to select from dozens of text processing features.
  • Build your own rules, allowing you to tailor Gracie to meet your unique requirements.
  • Further refine the data and narrow the scope using unlimited custom filters.


  • Choose from thousands of specific public data sources such as RSS feeds, blogs, social media sites, online reviews, classified ads, or simply opt for a metasearch of the web.
  • Connect to enterprise data, data shares, data lakes, email, databases, both on premises or in the cloud.
  • Prepare to be amazed as the data flows in.


  • Gracie can output data to virtually any visualization application or reporting format.
  • Get results in minutes not months.
  • Any questions?


Requires no expensive software engineers, AI experts or data scientists. You are the expert, and that’s all Gracie needs.


Gracie interprets free-form, unstructured reading materials just like a human, but a million times faster and without the eye strain or migraines.


Deploys in a couple of hours.  Meaningful results achieved in minutes, and adjustments reflected in real-time.

Human-Augmented AI

Topos Labs is pioneering human-augmented machine learning for the accurate, automated understanding of human language. Yes, humans still matter.