AI Analytics: Transforming User Feedback into Continuous AI Improvement
AI agents require a new type of user analytics that does beyond the traditional methods used for SaaS apps. Learn to build feedback loops for continuous AI improvement.
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From the blog
AI - From POC to Production
AI Agents as Microservices
Much like traditional software, Agents can be built as a monolith or as a collection of microservices.
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AI Agents Frameworks
A list of popular frameworks for developing AI Agents.
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Building and Rebuilding with AI
Building AI applications requires architecting for rapid tech stack obsolescence
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The 3-Actor Model: Designing Systems for Humans, APIs, and AI Agents
AI agents represent a new system actor demanding a shift in system architecture to accommodate their unique operational characteristics.
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Evals, Observability, User Telemetry, Oh My!
There's a debate on whether or not evals matter. In our experience, a mix of evals, observability and user telemetry hits the sweet spot for production quality.
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The 99/1 Rule: Why AI Projects Fail Despite Successful Proof of Concepts
AI expertise is crucial for production success as AI POCs are deceptively simply, yet production success is elusive.
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Patterns for Building Enterprise AI Solutions
The rapid expansion of AI in enterprise software demands a structured approach. Discover Sentrix's framework for classifying AI patterns, including patterns for UI/UX, Triggers, Workflow, and Tasks
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From POC to Production: Architecture for AI Agents
A battle-tested guide to building AI agents that survive production. Learn a production-ready agentic architecture, from security and evaluations to workflow patterns and guardrails, that separates successful deployments from the majority that fail.
CEO/Founder
The Brutal Truth About Enterprise AI: Only 5% of AI Projects Succeed
MIT research shows 95% of enterprise AI projects fail despite $40B investment. Learn the six interconnected practices that deliver success.
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Why AI is not Boosting Your Dev Team and How Your Architecture is to Blame
Many companies struggle with AI-enhanced software development because they misdiagnose the problem. Discover why effective AI-assisted coding isn't about the tools, but about fundamentally redesigning your software architecture to minimize context and maximize component isolation.
The Myth of the Deterministic vs. Non-Deterministic Divide in Automation
Discover why the future of workflow automation isn’t a simple choice between traditional and AI-powered methods.
CEO/Founder
How Sentrix Scales Marketing with AI Agents
AI-Powered Hiring - Features, Advantages, and Benefits for HR Leaders
CEO/Founder
What is an eval?
The Critical Role of Evaluations in maintaining AI System Quality
CEO/Founder
Why Your AI Agent Isn't Ready for Production (And How to Fix It)
Deploying AI agents is like hiring a savant who occasionally plays by their own rules.
CEO/Founder
The Rise of Vibe Marketing
Discover how AI is transforming marketing like it did software development. Learn to build marketing machines that combine automation with human creativity.
CEO/Founder
From API-First to AI-First: The New Era of Systems Integration
MCP transforms disconnected enterprise systems into a unified, AI-controlled command center
CEO/Founder
The AI Adoption Maturity Model: A Roadmap for Business Transformation
Understanding the distinct layers of AI maturity to assess your position and chart a path forward
CEO/Founder
Getting Started with AI Automation
A beginner's guide to understanding and implementing AI-powered automation in your business processes.
CEO/Founder
Welcome to Our Blog
Learn about what we're building and our journey ahead.
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