Enterprise Architecture · AI Systems · Platform Strategy
Enterprise Architect working on AI systems, enterprise platforms, and large-scale architecture — the kinds of systems that have to survive scale, regulation, and real-world complexity. Here I write about architecture decisions, platform design, and the trade-offs teams face when building systems that need to run in production for years.
In many large platforms, this level of alignment improves release predictability while supporting very high user and transaction volume.
Workflow modernization became more manageable, and the platform gained better operational visibility without sacrificing delivery stability.
Delivery coordination improved across distributed teams, and the platform became easier to adapt as requirements evolved.
How I approach these decisions: Architecture Perspective →
Entry points into the guided series — system design trade-offs, platform strategy, and AI decision framing. Some of these ideas are modeled in tools available in Sarfarajey Lab.
Start: AI-Native Architecture on Salesforce
Salesforce is evolving from explicit CRM automation to AI-assisted work, changing how teams design context, authority, transactions, integrations, and proof of outcome.
Start: The Abstraction Shift: How Software Keeps Moving Up
AI-native software is not accumulating terminology by accident: its expanding vocabulary reflects a new model-mediated abstraction layer forming inside software architecture.
New posts by email when they publish.
Explore practical decision tools for AI economics, architecture fitness, and enterprise platform strategy.
Estimate infrastructure and token cost risk before scaling AI workloads.
Evaluate expected return on enterprise AI initiatives across build-versus-buy options.
Measure weighted architecture complexity drivers and technical debt pressure.
This application provides interactive architecture decision tools and analysis frameworks for enterprise systems.
You can sign in with Google to save results, manage preferences, and access advanced features. We only access your name and email for authentication. No other Google data is accessed.