ASI Biont Blog — AI agents, automation and the digital twin
Practical articles, guides and analysis on AI agents, automation, development, integrations, IoT devices and science — how AI writes code, runs in a sandbox and connects any service, API or sensor
Profession: Accountant from Source Documents to Reporting — The Complete Path into Accounting: Areas, Primary Documents, Taxes, Payroll, Reporting, 1C, and AI Tools
The complete path into accounting: areas, primary documents, taxes, payroll, reporting, 1C, and AI tools. Analysis of real tasks, pitfalls, and comparison of ways to master the profession.
Profession: Project Manager from Idea to Project Delivery — The Complete Path into Project Management
The complete path into project management: how to plan, manage a team and risks, where processes break, and what ways exist to master the project manager profession.
Business Correspondence in English: Templates That Work and Mistakes That Cost You
We analyze business correspondence in English: templates for requesting a commercial offer, negotiating a contract, escalation, and follow-up. Why Russian-speaking authors often make mistakes and how to avoid them.
Natural Language Processing (NLP) in 2026: Market Analysis, Transformer Models, BERT vs GPT, and the Skills Employers Actually Ask For
A practitioner's look at NLP in 2026: what the adoption numbers really mean, a step-by-step walkthrough of a text classification project, where Transformer pipelines break, and which learning path actually closes the feedback gap.
Tech Lead (Mentoring, Code Review): How to Move from Senior Developer to Team Lead in 2026 Without Breaking the Team
Moving from senior to team lead: what skills you need in 2026, how to make architectural decisions via ADRs, where processes break down, and how to choose a learning path. A breakdown of real cases and typical mistakes.
Targeting & Advertising: How to Learn to Set Up Ads That Actually Work
Learn how targeting really works: a practical walkthrough of setting up ads on VK, Yandex.Direct, and Telegram Ads, common failure modes, and how to choose a learning path that fits.
How to Get Your Money Back for a Bad Renovation or Poor Service: Step-by-Step Guide with a Claim Template
A practical guide to recovering money for defective renovation or poor service: how to document defects, write a claim letter, send it with proof, and escalate if ignored. Includes a template and where an AI twin can help.
Neural Networks for Beginners: How to Understand What Happens Inside ChatGPT and Midjourney and Start Using AI Without Code
We break down how ChatGPT, Midjourney, and Claude actually work, why beginners make mistakes in prompts, and where the generation mechanism breaks. A review of the course "Neural Networks for Beginners" as a way to master the topic without code.
Excel and Google Sheets: Master Spreadsheets — from Formulas to Pivot Tables and Macros
How spreadsheets actually work: a walkthrough from raw export to pivot table, four scenarios of mechanism failure, an honest comparison of learning paths, and who a structured course on Excel and Google Sheets is for.
PMP — Project Management Professional (PMI): How to Choose Between PMP and PRINCE2 and Pass on the First Attempt in 2026
PMP vs PRINCE2 in 2026: how certification value is really built, a step-by-step decision walkthrough, where the logic breaks, and how to choose a study path that fits your market.