Hi Mira, how do you turn unstructured data into structured insights?

With advanced recognition technology, Mira reads text from any source including scanned documents, PDFs, and handwritten forms. It accurately captures both printed and cursive writing, transforming them into editable and searchable data that can be trusted and reused.

Mira goes beyond simple text extraction. Its contextual understanding allows it to interpret meaning and intent within each document. It knows whether a file represents a contract, an invoice, or a compliance record, and adapts its processing accordingly. This level of intelligence gives Mira a deeper awareness of the content it handles.

Mira collects information from every possible channel. It processes input that comes by post, through email, secure SFTP connections, or legacy databases. By bringing all data together in one consistent flow, Mira ensures that no information is missed or isolated.

Mira not only reads documents but also understands what they are. It automatically identifies document types such as invoices, contracts, certificates, or tender documents. By recognizing the content, Mira ensures each file is sent into the correct workflow without manual sorting.

Every great insight begins with clean and consistent input. Before Mira starts interpreting any document, it first prepares the data to ensure that the source material is optimized for understanding. Through advanced pre-processing, Mira improves the quality and readability of every file. It sharpens images, filters out visual noise, and enhances the clarity of text so that even low-quality scans or aged documents can be read accurately.

The Textractor module focuses on extracting what truly matters. It identifies and retrieves specific text elements, data fields, and metadata from a wide range of file formats such as PDF, Word, Excel, and images. This creates structured, reliable data that is ready for validation and deeper analysis.

Sometimes a human eye is still essential. Mira’s validation portal gives teams the ability to review and approve exceptions quickly and securely. This collaboration between automation and human expertise ensures complete accuracy and accountability.

Different industries have different regulations, but compliance is always essential. Mira automatically checks that every document and dataset meets relevant standards including GDPR, tender regulations, fiscal reporting rules, and HR documentation policies. This helps organizations stay compliant without adding more manual work.

Mira’s business rules engine verifies completeness, consistency, and logic. It detects missing signatures, mismatched amounts, or incomplete data fields. This process keeps errors out of your systems and ensures that every record meets internal and legal requirements.

Mira uses intelligent algorithms to identify unusual patterns and potential risks. It flags transactions or data points that appear suspicious or inconsistent. Detecting anomalies early allows organizations to respond quickly and maintain integrity in their data.

Mira examines each dataset for irregularities or formatting issues. It validates structures, checks barcodes and numerical values, and identifies data that does not match expected parameters. The result is information that is both accurate and dependable.

Mira communicates effortlessly with enterprise platforms such as iDM, SAP, and OpenText. Its import and export connectors manage both XML and JSON formats, allowing information to move securely and efficiently between systems.

Mira reformats validated data to match the structure of your target systems. Whether you use ERP, HRM, CRM, or document management platforms, Mira ensures that the data is aligned and consistent so that it can be used immediately.

Mira connects with the systems that keep your organization running. Through secure APIs, it integrates with CRM, ERP, Copilot, and BI tools, ensuring that data moves freely and consistently throughout your digital environment.

After migration, Mira keeps your data safe and compliant. It handles document retention periods, maintains complete logs, and provides secure long-term storage. Your validated information remains traceable, protected, and ready whenever you need it.

Mira simplifies process design. Users can describe the workflow they want in natural language, and Mira will translate that description into an automated process. This removes the need for coding and makes it easy to build or adjust workflows.

Mira enriches data so that it becomes searchable in a more meaningful way. Every piece of information is indexed for contextual and semantic search. This allows users to find what they need based on meaning, not just matching words.