MestrIA is the document intelligence platform that brings together document reading, classification, extraction and cross-checking. Its solutions include proprietary models, fields and rules for debt collection and real estate assets.
Explore document types →
Upload batches of files or connect an agreed mailbox, SFTP, API or shared drive. For email workflows, MestrIA reads the message and attachments, identifies the case and extracts the agreed fields. Access and processing rules are configured for the project.
Receive results in Excel, CSV or JSON, or in your system’s format. Each field includes the value, confidence score and source reference: document, page and position.
MestrIA organises documents by case file, extracts the agreed fields and cross-checks the data against other sources. The results identify discrepancies and missing documents for your team to review.
MestrIA separates documents within a file, recognises their type from their content and associates them with a case or property using the agreed identifiers. Unreadable or ambiguous documents go to review.
Extracts parties, amounts, financial terms, collateral, assignments and signatures. Each value is linked to its source page and confidence level.
Compares parties and amounts across contracts, deeds and inventories. Checks received documents against those declared by the seller.
Identifies complete files, discrepancies and missing documents. The team can review the details and prepare subsequent actions.
Checks are adapted to the stage of the transaction, from initial analysis to post-acquisition management.
Demo · Simulated data
Batch of 12,480 files · 4 documents per file · 2 to exceptions
1,847 files ready · 293 waiting on a document
Specialisation defines which documents to identify, which fields to extract and which relationships to check. Debt certificates are compared with agreements; asset documentation is reviewed for type, validity dates and consistency.
The project scope specifies the fields to extract, the checks to perform and the evidence to retain.
Each value includes a confidence score. Values below the agreed threshold are flagged for human review.
MestrIA checks extracted values against the source text. Values without support in that document are excluded from the output.
Accuracy is assessed by field and document type using a representative sample. Targets and the handling of lower-confidence fields are agreed for the project.
Demo · Simulated data
Solutions are combined to suit the documents and operational requirements.
Reads PNJ reports, identifies balances, income and assets, and automatically classifies results by debtor. Prioritise cases with identified assets and distinguish no findings from cases needing more information.
Converts land registry extracts into structured property, ownership and charge data. Supports asset analysis and flags ambiguities and normalisation issues.
Brings together data from agreements, certificates and other case documents. Cross-checks information and flags inconsistencies and missing documentation before legal review.
Cross-checks portfolio data against the available documentation. Identifies differences, information without documentary support and missing documents to guide the review of each transaction.
Transforms batches of agreements into structured data on parties, amounts, dates and financial terms. Organises results for analysis, review and use in your processes.
Prepares the document inventory and data needed to bring a portfolio into your operations. Organises documentation by transaction and defines checks and delivery format according to your management system.
Classifies documentation and orders the milestones needed to reconstruct the history of proceedings. Links each milestone to its source and makes gaps in the available documentation visible.
Identifies the type of decision, court, proceedings, parties and time limits stated in each notice. Prepares the information for review and transfer to your daily operations.
Classify registry extracts, certificates, permits and reports by property. Review validity dates, consistency and missing documents; receive an asset record and issues. The checks and delivery format are configured for your workflow.
See documents and output →Documents can arrive individually, in a portfolio batch or attached to an email. MestrIA identifies the case, structures its information and prepares the agreed output for your management system.
Reads the message and attachments from the configured inbox. Extracts references to the proceedings, identifies the case and prepares structured data for review and delivery.
Output: associated case, extracted fields and uncertain matches for review.
Splits and classifies the supplied files, groups them by case or asset, and checks data and completeness against the agreed inventory.
Output: document inventory, structured records, discrepancies and missing items with source evidence.
Batch upload · Email · SFTP · API · Shared drive
Excel · CSV · JSON · Your management system
Connections, permissions, matching rules and field mapping are defined for your project. A mapping for Kmaleon, Tallyman or your own system depends on its available interfaces and the agreed scope. Ambiguous matches remain available for professional review.
The main offering is the MestrIA platform managed in the European Union.
Deployment in the client’s cloud as a project option.
Deployment on the client’s servers or on premises as a project option.
Technical scope, data flows, residency, access, processing and responsibilities are defined in the proposal and contract for each deployment.
The proposal and contract specify where data is processed, access permissions, retention and return.
The contract sets out the project’s security measures and confidentiality commitments.
The agreed scope defines access profiles, permissions and activity records.
References to ISO/IEC 27001, ISO/IEC 27018 and SOC 2 relate only to infrastructure providers and the services covered by their certificates or reports. They are not MestrIA certifications. Applicable documentation is identified for each project.
Directive (EU) 2021/2167 regulates credit servicers and credit purchasers. The platform produces the per-field traceability and the access log that those operations have to document.
We combine OCR and extraction technologies with proprietary models trained for specific sector document types. Each solution includes its classification, fields and checks.
01 Your documents
Folders, PDFs and scans. Every document retains its source.
02 Document reading
DoclingOne or more engines, depending on the document and deployment.
03 Sector intelligence
Document types · Fields to extract · Agreed requirements · Reference datatape
Document engineering and processes
Identifies each document and assigns it to its case file.
Captures borrowers, products, dates and amounts.
Cross-checks documents, data and requirements; flags exceptions.
Our own specialised models, such as MestrIA-v3-2B.
04 Your result
Datatape: €3,150.00.
Same field and date: 30 Sep 2026.
The route is configured for each solution; not every engine is used on every document.
Deployment options on your own servers.
Access, retention and deployment conditions defined for each project.
We start with the solution for your workflow and check its fit against a document sample. Coverage, outputs and connections are agreed; any adaptations are defined before onboarding.