Last updated 08-10-2026
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MLnative
MLnative builds custom document automation for companies that need to extract and process data from PDFs, CVs, and other unstructured files. The Poland-based team ships tailored machine learning pipelines rather than a generic OCR upload box, with case studies in shipbuilding, HR staffing, and compliance workflows.
Where off-the-shelf document AI tools force you into their template, MLnative designs models around your document types and business rules. Their CVtoBlind product converts resumes into branded candidate profiles 6 times faster than manual formatting, while enterprise clients like Remontowa Shipyard get bespoke integrations for operational document reading.
HR teams, staffing agencies, and operations departments at industrial companies are the core buyers. CVtoBlind reports over 2,000 users and 700+ HR professionals, with free signup and paid team plans. Custom mlnative projects start with a consultation call for document workflow automation.
CVtoBlind extracts resume data into company-branded Word and PDF templates with profile anonymization
CVtoBlind claims 6x faster profile preparation versus manual CV reformatting for staffing teams
Custom mlnative projects tailor ML models to specific document types like ship specs or compliance forms
Supports PDF, DOCX, PNG, and JPG uploads with batch processing and drag-and-drop field editing
GDPR-compliant processing with team workspaces for shared templates and candidate profiles
Enterprise case study with Remontowa Shipyard, a 10,000+ employee Polish shipbuilder
CVtoBlind free tier lets HR teams test resume automation before committing to paid plans.
Custom engineering approach suits enterprise document types that generic OCR tools mishandle.
Published case studies with measurable outcomes like 6x speed gains and branch-wide compliance automation.
Primary website www.mlnative.com was unreachable during research; the active domain is mlnative.com.
Custom automation projects require a sales call rather than self-serve setup.
Product focus skews toward European HR and industrial clients, which may limit US-specific template defaults.
What does MLnative do?
MLnative automates document processing tasks using custom machine learning solutions. The company builds tailored extraction pipelines for PDFs and unstructured files, and offers CVtoBlind, a resume parser that converts CVs into branded candidate profiles for HR teams.
What is CVtoBlind?
CVtoBlind is MLnative's HR product that extracts data from resumes in PDF, DOCX, PNG, or JPG format and formats it into your company's template. It includes AI-generated summaries, profile anonymization, and downloads as Word or PDF files.
Is CVtoBlind free to try?
Yes. MLnative's CVtoBlind product offers a free start option on cvtoblind.com with over 2,000 users on the platform. Team plans and demos are available for staffing agencies that need shared templates and collaboration features.
Is MLnative GDPR compliant?
Yes. MLnative states that CVtoBlind is GDPR compliant and that the company adheres to high standards of data protection for sensitive document processing across its custom and product offerings.
Who uses MLnative solutions?
MLnative serves HR professionals, staffing agencies, and enterprise operations teams. Published case studies include Remontowa Shipyard for ship spec reading and Klimazbyt.pl for F-GAS compliance automation across multiple branches.
How do I get custom MLnative automation?
Custom MLnative projects start with a consultation call through mlnative.com. The team builds bespoke models for your document types rather than offering a one-size-fits-all SaaS upload tool.