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Use Case Library

AIWORSKY Use Cases

A deeper view of how AIWORSKY turns unstructured enterprise content into searchable, governed, and operationally useful knowledge across departments, processes, and customer-facing workflows.

01 - Discovery

Semantic search in enterprise documents

Index PDF, Word, PowerPoint, email, and text files so users can find content even when they do not know the exact name of the document. Search by meaning, concept, clause, topic, client, project, or business context rather than by filename alone. This becomes especially valuable when knowledge is scattered across shared drives, mailboxes, and exported reports.

02 - Contracts

Retrieval of contractual clauses

Locate clauses related to penalties, termination, renewal, liability, exclusivity, confidentiality, service levels, governing law, and warranty conditions across thousands of contracts. This drastically shortens legal review cycles and gives teams a faster way to compare legacy agreements with current templates.

03 - Deadlines

Deadline extraction

Extract renewal dates, term end dates, payment deadlines, maintenance windows, certification expiries, and notice periods from documents and correspondence.

04 - Similarity

Similar document discovery

Given a contract, ticket, or report, identify other documents with related content, structure, or risk patterns to accelerate analysis and reuse.

05 - Email

Email indexing

Organize emails and attachments by client, project, topic, product, order, or issue so teams can find related communication in seconds.

06 - History

Client history reconstruction

Recover contracts, offers, emails, tickets, minutes, complaints, and related files for a specific customer to rebuild the full relationship history.

07 - Projects

Project and commessa history

Bring together all files related to a project or commessa, even when they are distributed across folders, inboxes, and separate systems.

08 - Versions

Previous version recovery

Identify earlier versions of a document and reconstruct how an offer, procedure, or contract changed over time.

09 - Duplicates

Duplicate document detection

Spot identical or near-identical files, even when they have different names or live in different directories.

10 - Classification

Automatic classification

Assign documents to categories such as contract, invoice, offer, meeting minutes, manual, certificate, complaint, or technical file.

11 - Metadata

Metadata enrichment

Enrich each file with customer, date, author, department, project, language, document type, and confidentiality level for stronger retrieval and governance.

12 - Procedures

Procedure search

Find the exact section of an internal procedure that describes an activity, control, responsibility, or exception without reading the full manual.

13 - Audit

Audit evidence retrieval

Identify documents, logs, reports, and controls needed to demonstrate that a procedure was applied correctly during an audit or review.

14 - Compliance

Regulatory requirement mapping

Connect each regulatory requirement to the documents, procedures, and evidence that satisfy it, helping teams manage compliance more systematically.

15 - Nonconformities

Historical non-conformity search

Retrieve similar non-conformities, root causes, corrective actions, and outcomes from previous cases to improve operational consistency and learning.

16 - Manuals

Technical manual search

Find precise sections about failures, components, configurations, maintenance steps, or error codes inside technical manuals and service documentation.

17 - Support

Failure to intervention linking

From a problem description, retrieve tickets and technical reports with similar symptoms so teams can reuse proven remediation paths.

18 - Tenders

Tender and bid search

Index technical, administrative, and economic requirements inside bids and tenders so critical points are immediately searchable.

19 - Completeness

Document completeness checks

Verify whether a practice or tender has all required documents, reducing missed attachments and improving submission quality.

20 - Catalogs

Catalog and price list search

Retrieve products, codes, technical characteristics, prices, compatibility notes, and commercial conditions from catalogs and price lists.

21 - Product data

Product-to-document linkage

Connect each product to manuals, certifications, technical sheets, images, spare parts, and warranty conditions so support teams can answer faster.

22 - Meetings

Meeting indexing

Archive transcripts, minutes, decisions, assigned tasks, and deadlines, making them searchable by topic, participant, project, or business objective. This helps teams preserve institutional memory and reduces the loss of context after key meetings.