AI capabilities to integrate document intelligence.
MIKA isn't just a platform — it's a document intelligence layer you can integrate into your existing systems and processes.
MIKA as an intelligence layer inside your systems.
Your system sends documents or queries to MIKA; MIKA processes them with AI and returns structured information or an answer — without you having to build that intelligence yourself.
Technical access — authentication, input and output formats — is defined together with XGen-AI when coordinating an integration.
What MIKA can do with your documents and data.
Each capability can be combined with the others within the same integration flow.
Understand and structure documents, regardless of the format they arrive in.
Intelligent extraction
Extracts structured data from invoices, contracts and forms — no manual entry, document by document.
Where it's used
Any process that today depends on transcribing documents by hand
Document (PDF / image)
OCR + extraction
Structured data
Handwriting recognition
Recognizes handwritten text where traditional OCR fails — clinical histories, notes, hand-filled forms.
Where it's used
Sectors with historical documentation or handwritten forms, like healthcare
Handwritten document
Handwritten OCR
Structured text
Document classification
Classifies documents by their actual content, not just the file name — useful for large, unorganized volumes.
Where it's used
Archive digitization, document management at scale
Batch of documents
Classification
Categorized documents
Document management
Organizes and connects your existing documents — in Drive, SharePoint or other sources — without needing to migrate them.
Where it's used
Organizations with documents scattered across multiple systems
Connection to your document sources
Organization
Documents accessible from MIKA
Document utilities
Document manipulation tools — conversion, editing, content extraction — to prepare documents before or after the main processing.
Where it's used
Workflows that need to prepare documents before or after processing them
Document in different formats
Conversion / editing
Transformed document
From document to structured information.
The same underlying flow supports most of MIKA's capabilities.
Sensitive data doesn't reach an AI model unprotected.
Before any document reaches an AI model, ours or a third party's, MIKA detects and tokenizes the sensitive data it contains.
That information can only be reverted to its original form for authorized users.
More detail on how we protect data at Compliance
How MIKA connects to your system.
MIKA integrates as an additional intelligence layer — it doesn't replace your systems, it complements them.
What these capabilities look like in real contexts.
The following are illustrative examples of what MIKA can solve — not a client history.
- Insurance
- An insurer can send policies and claims to automatically extract key fields — policyholder, coverage, amounts — without manual data entry.
- Legal
- A law firm can connect MIKA to its contract repository and ask in natural language which risk clauses appear in each one.
- Banking
- A bank can connect MIKA to its database and query it in natural language, without writing SQL.
- Healthcare
- A healthcare organization can digitize handwritten clinical histories and structure them automatically, with personal data protected before any AI model processes it.
- Finance
- A finance team can automate reconciliation between invoices and purchase orders.
Want to integrate document intelligence into your system?
Access to MIKA's capabilities is coordinated based on each integration's needs. Tell us what you're building and we'll look at it together.