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Build vs. Buy AI: A Decision Framework for 2026
AI
11 min read

Build vs. Buy AI: A Decision Framework for 2026

A practical framework for CTOs and business leaders deciding whether to build custom AI, buy SaaS, or take a hybrid approach. Includes a scoring matrix and hidden cost analysis.

By Vladimir Terekhov•
Mar 18, 2026
Data Readiness: The Hidden Requirement for AI Success
AI

Data Readiness: The Hidden Requirement for AI Success

Gartner predicts 60% of AI projects will be abandoned due to poor data readiness. Before investing in custom AI development, here's how to assess whether your data is ready and what to fix first.

By Vladimir Terekhov•
Mar 17, 2026
Custom AI Solutions vs. SaaS: Which Is Right for Your Business?
AI
11 min read

Custom AI Solutions vs. SaaS: Which Is Right for Your Business?

A balanced framework for choosing between custom AI solutions and off-the-shelf SaaS. Compare cost, flexibility, time-to-market, scalability, and data control.

By Vladimir Terekhov•
Mar 15, 2026
How Much Does Custom AI Agent Development Cost?
AI
11 min read

How Much Does Custom AI Agent Development Cost?

Realistic budget ranges for custom AI agent development, from simple automation to enterprise multi-agent systems. Includes cost drivers, timelines, and hidden expenses to plan for.

By Vladimir Terekhov•
Mar 13, 2026
The ROI of AI Agents: Real Numbers for Business Leaders
AI

The ROI of AI Agents: Real Numbers for Business Leaders

Organizations project an average 171% ROI from AI agent deployments, but 40% of projects will be canceled by 2027. Here's how to land on the right side of that split.

By Vladimir Terekhov•
Mar 13, 2026
What Is an AI Agent? A Business Leader's Guide
AI
11 min read

What Is an AI Agent? A Business Leader's Guide

AI agents go beyond chatbots by understanding goals, making decisions, and taking action across your tools. Learn what they are, how they work, and where they deliver real business value.

By Vladimir Terekhov•
Mar 11, 2026
How to Choose an AI Agent Development Company
AI
10 min read

How to Choose an AI Agent Development Company

The AI agent development company you pick will determine whether your project becomes a real productivity multiplier or an expensive experiment. Here's how to evaluate partners and avoid the most common mistakes.

By Vladimir Terekhov•
Mar 10, 2026
AI Agents vs. Chatbots: What's the Difference?
AI
8 min read

AI Agents vs. Chatbots: What's the Difference?

Chatbots answer questions. AI agents do work. The distinction matters more than the marketing suggests, and it has real consequences for what you can automate and what kind of ROI to expect.

By Vladimir Terekhov•
Mar 6, 2026
How Tech Companies Stay Reliable When the World Around Them Isn't
Project Management
6 min read

How Tech Companies Stay Reliable When the World Around Them Isn't

How do tech companies stay reliable during war and disruption? A practical framework for building operational resilience — from a team that's done it for 4+ years.

By Natalie Rud•
Mar 3, 2026
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