Articles
Practical materials and deep dives about AI automation.

Learn how to connect an AI agent to geodata with the 2GIS MCP server, including cloud and local setup, tools, keys, pricing, and use cases.
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Compare 1C:Partner with a custom AI assistant for 1C, including features, setup needs, security concerns, and a practical pilot approach.
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A breakdown of the Vals AI test: why an agent team can cost more, and how to compare delegation, quality, and total cost before implementation.
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Learn how to implement call speech analytics in sales and call centers, compare rule-based systems and LLMs, and plan a practical pilot.
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See how Gemini Agent works, including email, skills, activity logs, and spending limits, plus an architecture plan for a similar business agent.
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Learn what Claude Haiku 5.5 offers for business use, including pricing, context limits, benchmarks, and comparisons with other models.
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Microsoft Decision-1 evaluates specified options. Learn the differences between release, preview, and GA, plus checks before routing AI-powered tickets.
ReadHow to build an AI agent sandbox with isolation, no internet access, secure secrets handling, test scenarios, and launch criteria.
ReadLearn what shadow AI is, how to spot unapproved AI use at work, what to permit or restrict, and how to get it under control in 30 days.
ReadWhat the national AI adoption plan means for business leaders in 2027–2030, including readiness steps, industry metrics, and model choices.
ReadA DeepMind essay and scientist survey explore how AI is changing research and why the hypothesis-testing queue matters in R&D planning.
ReadCompare six ways to run language models for business in the cloud, from token-based pricing to dedicated servers, and know what to review in contracts.
ReadLessons for companies using AI assistants and agents: set redundancy, plan model and knowledge base migration, define RTO/RPO, and test failover.
ReadLearn how to create an AI use policy for your company, assign responsibility, define data rules, track use cases, and roll out guidelines.
ReadLearn what the Arena Alignment Index measures, its limits, and a practical way to review an AI agent’s permissions, actions, and outputs.
ReadHow AI agents can help with first-round interviews in high-volume hiring, what to measure, and how to pilot candidate screening responsibly.
ReadWhat businesses should do after Claude account blocks tied to VPN use: assess workflows, protect data, and shift critical processes to a backup model.
ReadSee how tokenization can make Russian text cost more in LLMs, with a benchmark of 11 models, cost formulas, and ways to reduce spend.
ReadMistral Large 4 is in preview. Learn about weight availability, spec differences, API updates, and checks before enterprise rollout.
ReadHow government agencies and public institutions can use AI to classify citizen inquiries, route requests, draft responses, and track deadlines.
ReadHow fitness clubs can use AI to answer inquiries, book trial sessions, predict churn, renew memberships, upsell, and reduce admin work.
ReadHow home builders can use AI in sales: faster lead response, buyer qualification, installment plans, call monitoring, and document support.
ReadHow Yandex's Sona works, what a music recommendations test showed, and why businesses should check catalog coverage, limits, and recommendation quality.
ReadHow an outsourced accounting firm can use AI for document collection, recognition, bank reconciliation, client follow-up, and reporting prep.
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