MIKA's potential, case by case.
Here's how MIKA could intervene in the document problems of Healthcare, Insurance, Legal, Banking and Finance — using the same extraction, understanding and automation flows that already work today.
Industries with concrete examples
From a concrete document problem to a measurable result.
The following are illustrative examples of what MIKA can solve in each sector — not a client history.
These same industries, with more detail on each capability, are developed in MIKA. Explore MIKA
The problem
Clinical histories arrive handwritten and unstructured, and readmission risk or adverse effects are detected late because the information is scattered.
Documents and processes
Handwritten clinical histories, medical reports, pharmacovigilance reports
How MIKA intervenes
MIKA reads handwriting, extracts diagnoses and pseudonymizes the data automatically; then a predictive model estimates readmission risk and groups adverse-effect reports to detect patterns.
Result
Less manual transcription time, earlier risk alerts, and traceable clinical information.
Examples
The same problems, again and again, across different industries.
The sector changes, but the underlying problem repeats: information that exists, but is hard to find, structure or cross-reference in time.
Real flows with MIKA
These are the concrete mechanisms behind the cases above — what it actually looks like, step by step, when MIKA intervenes in a document process.
Batch extraction
Capability used
Extraction with configurable templates, processed in batch.
Result for the user
The user stops entering data by hand, document by document.
Document chat (RAG)
Capability used
RAG over the documents you upload.
Result for the user
Find information without reading document by document.
Chat with databases
Capability used
Natural-language-to-SQL translation over connected databases.
Result for the user
Query structured data without writing a query.
Semantic search
Capability used
Search by meaning, not exact text match.
Result for the user
Find the right document without remembering the exact word.
Admin panel
Capability used
Multi-tenant management with 3 roles and paginated logs.
Result for the user
Control and traceability over who uses what, without manual spreadsheets.
What could be built from these same capabilities.
The following are hypothetical examples — meant to show the range of businesses MIKA could apply to, not confirmed features or real client cases.
Agribusiness
Validating whether you're trading at a fair price requires cross-checking reports and contracts against market quotes.
Extraction from reports/contracts + connecting MIKA to whatever quote source the client gives it.
Retail
Comparing hundreds of catalog products every season takes time.
Multimodal extraction (text and images) over uploaded catalogs.
Industry and manufacturing
Technical manuals are hard to interpret on the floor, and preparing information for maintenance takes time.
Extraction and rewriting in plain language from manuals and technical documentation.
Advertising and marketing
Brand control over creative materials gets scattered across folders and versions.
Extraction of text, colors, logos and dates from creative assets.
Tourism
Confirming reservations and building itineraries by hand is slow and error-prone.
Extraction of reservation data and automatic structuring.
Public administration
Case files and public tenders pile up in archives, undigitized and unstructured.
Extraction and OCR (including handwriting) over administrative case files, with semantic search over the structured archive.
Human Resources
Manually entering data from CVs and employee forms into management systems takes time.
Extraction from forms and CVs, with pseudonymization of personal data.
Operations and logistics
Bills of lading, delivery notes and manifests get entered by hand into tracking systems.
Extraction of logistics documents for tracking and inventory.
Is your industry not here? Tell us about your case and we'll look at it together.
Do you recognize any of these problems in your team?
Tell us which documents and processes take up the most time, and we'll show you how MIKA intervenes in your specific case.