SOFTWARE PRODUCTS · APPLIED AI

Software built for real work. AI engineered around your needs.

Birnivo builds original software products and develops AI systems tailored to real business needs, data, workflows, and operational goals.

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OUR PRODUCTS

Products built around real needs

Birnivo products are designed to simplify operations, support expert decisions, and make complex workflows easier to manage.

Windows business management

Roviqon

Roviqon is a desktop business-management product designed to make customer, work-order, inventory, and operational workflows more organized, traceable, and manageable.

Controlled evaluation · No public download

  • Work orders
  • Customers
  • Inventory
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Microscopy video analysis

SpermVision

Supports candidate detection, tracking, and morphology-oriented pre-analysis in sperm microscopy videos, presenting reviewable outputs for qualified specialists.

Research and controlled evaluation

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AI systems designed around your organization

Every organization has different goals, data, and workflows. Instead of forcing a generic solution, we assess your real needs and develop AI systems that fit your existing operations and business objectives.

01

AI discovery and feasibility

We assess whether AI is the right approach, and evaluate the data, technical constraints, and expected business value.

02

Custom AI and machine learning

We develop tailored machine-learning systems for forecasting, classification, recommendation, anomaly detection, and other domain-specific needs.

03

Computer vision and medical AI

We build computer-vision and AI systems for image- and video-based workflows, with validation and expert review treated as part of the engineering process. Clinical suitability requires separate validation and applicable approvals.

04

LLM, RAG and AI agents

We design LLM, RAG, and AI-agent systems connected to organizational knowledge, product data, and operational workflows.

05

Validation, MLOps and integration

We go beyond model development by addressing validation, traceability, integration, monitoring, and controlled deployment readiness.

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From business need to working system

Not every problem needs AI. Data suitability and feasibility are assessed before development.

  1. 01Understand
  2. 02Evaluate
  3. 03Design
  4. 04Build
  5. 05Validate
  6. 06Integrate
  7. 07Improve

Research discipline. Built for real-world use.

At Birnivo, AI is not evaluated by model accuracy alone. We consider data quality, validation, traceability, integration, and real-world operating conditions together. The goal is to develop systems that are understandable, verifiable, and usable.

  • Artificial intelligence and machine learning
  • Data science
  • Computer vision
  • Medical image analysis
  • Industrial forecasting
  • Explainable AI
  • LLM / RAG / AI agents
  • Technical validation and MLOps

An engineering-led technology brand

Birnivo brings software engineering and artificial intelligence together under one practical engineering approach. We apply the experience gained from building our own products to designing, developing, and validating tailored AI systems for real organizational challenges.

The founder’s engineering approach brings together AI, data science, computer vision and software implementation.

About Birnivo

Looking for a product — or a solution built around you?

Explore Roviqon and SpermVision, or prepare to discuss an AI system designed around your own business needs. Online inquiry submission is not yet available.

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