Articles

Practical materials and deep dives about AI automation.

2GIS MCP Server: Connect AI Agents to Maps
2GIS MCP Server: Connect AI Agents to Maps
10/17/2026
2GIS MCP Server
AI agents
geodata
maps
geocoding

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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1C:Partner or a Custom AI Assistant for 1C?
1C:Partner or a Custom AI Assistant for 1C?
10/17/2026
1C
AI Assistant
Business Automation
Data Security
Software Development

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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AI Agent Teams: How to Evaluate Value and Cost
AI Agent Teams: How to Evaluate Value and Cost
10/17/2026
AI agent teams
AI automation costs
multi-agent systems
Vals AI

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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AI Call Speech Analytics for Sales and Call Centers
AI Call Speech Analytics for Sales and Call Centers
10/17/2026
call speech analytics
AI call analysis
speech analytics
sales calls
call center automation

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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Gemini Agent: How to Build a Business AI Agent
Gemini Agent: How to Build a Business AI Agent
10/17/2026
Gemini Agent
AI agent architecture
business AI automation
Google AI
enterprise agents

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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Claude Haiku 5.5: Overview, Pricing, and Use Cases
Claude Haiku 5.5: Overview, Pricing, and Use Cases
10/17/2026
Claude Haiku 5.5
AI model pricing
LLM use cases
Claude API
business AI

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: What to Check Before Launch
Microsoft Decision-1: What to Check Before Launch
10/17/2026
Microsoft Decision-1
decision model
AI ticket routing
model calibration

Microsoft Decision-1 evaluates specified options. Learn the differences between release, preview, and GA, plus checks before routing AI-powered tickets.

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AI Agent Sandbox: How to Test Before Launch
10/10/2026
AI agent sandbox
AI agent testing
AI agent isolation
safe AI launch

How to build an AI agent sandbox with isolation, no internet access, secure secrets handling, test scenarios, and launch criteria.

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Shadow AI in the Company: How to Control It
10/10/2026
shadow AI
AI governance
employee AI use
data security
AI policy

Learn 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.

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National AI Adoption Plan: What Businesses Need to Do
10/10/2026
AI adoption
business strategy
government policy
AI readiness

What the national AI adoption plan means for business leaders in 2027–2030, including readiness steps, industry metrics, and model choices.

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AI in Science: Why Hypothesis Testing Becomes a Bottleneck
10/10/2026
AI in Science
Hypothesis Testing
R&D
DeepMind

A DeepMind essay and scientist survey explore how AI is changing research and why the hypothesis-testing queue matters in R&D planning.

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Open Source LLM Inference: Choosing a Deployment Model
10/10/2026
LLM inference
open source LLM
cloud deployment
dedicated servers
token pricing

Compare 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.

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Fault Tolerance for AI Services When Cloud Is Down
10/10/2026
AI fault tolerance
LLM redundancy
cloud failover
RTO/RPO
AI continuity planning

Lessons for companies using AI assistants and agents: set redundancy, plan model and knowledge base migration, define RTO/RPO, and test failover.

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AI Use Policy for Companies: Roles, Rules, Oversight
10/10/2026
AI governance
AI policy
employee AI rules
business policy

Learn how to create an AI use policy for your company, assign responsibility, define data rules, track use cases, and roll out guidelines.

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Arena Alignment Index: How to Evaluate AI Agents
10/10/2026
Arena Alignment Index
AI agent evaluation
AI agent reliability
AI action monitoring

Learn what the Arena Alignment Index measures, its limits, and a practical way to review an AI agent’s permissions, actions, and outputs.

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AI Interviewing for Candidate Screening
10/10/2026
AI Interviewing
Candidate Screening
High-Volume Hiring
AI Recruiting

How AI agents can help with first-round interviews in high-volume hiring, what to measure, and how to pilot candidate screening responsibly.

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Claude Blocked in Russia: Business Continuity Steps
10/10/2026
Claude
business continuity
AI workflows
data protection
backup LLM

What businesses should do after Claude account blocks tied to VPN use: assess workflows, protect data, and shift critical processes to a backup model.

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Why Russian Text Costs More in AI Models
10/10/2026
tokenization
LLM costs
Russian text
model budgets
AI spend

See how tokenization can make Russian text cost more in LLMs, with a benchmark of 11 models, cost formulas, and ways to reduce spend.

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Mistral Large 4 Preview API and Local Deployment
10/10/2026
Mistral Large 4
AI model deployment
LLM preview
enterprise AI

Mistral Large 4 is in preview. Learn about weight availability, spec differences, API updates, and checks before enterprise rollout.

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AI for Public Inquiries: Classification and Deadlines
10/10/2026
public inquiries
AI automation
citizen request handling
deadline tracking
public administration

How government agencies and public institutions can use AI to classify citizen inquiries, route requests, draft responses, and track deadlines.

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AI for Fitness Clubs: Sales and Retention in 2026
10/10/2026
AI for fitness clubs
fitness club automation
membership sales
customer retention
front desk automation

How fitness clubs can use AI to answer inquiries, book trial sessions, predict churn, renew memberships, upsell, and reduce admin work.

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AI for Home Builders After the New Family Mortgage Program
10/10/2026
AI for Home Builders
Real Estate Sales Automation
Lead Qualification
Call Monitoring
Mortgage Sales

How home builders can use AI in sales: faster lead response, buyer qualification, installment plans, call monitoring, and document support.

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Yandex Sona and What Generative Recommendations Change
10/10/2026
Yandex Sona
generative recommendations
recommendation systems

How Yandex's Sona works, what a music recommendations test showed, and why businesses should check catalog coverage, limits, and recommendation quality.

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AI for Outsourced Accounting: Documents, Clients, Reporting
10/10/2026
AI for Accounting
Accounting Automation
Client Document Collection
Bank Reconciliation
Financial Reporting

How an outsourced accounting firm can use AI for document collection, recognition, bank reconciliation, client follow-up, and reporting prep.

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