Insights
Research & writing
How AI earns a place in engineering that must be defended — from the team building the governance layer for it.
2026-08-30
AI in Critical Engineering Domains: Why Control Matters More Than Automation
The question is not whether AI can perform a task — it is whether the organization can trust, verify, and govern what the AI has done. Why Sanad places AI within a controlled engineering environment rather than in control of it.
2026-08-30
Why IDEs Become Important in the AI Era
AI is not just changing how we write code — it is changing where engineering work happens. Context is the new productivity multiplier, and the IDE is becoming the engineering operating environment.
2026-08-30
Why We Chose a Unified Engineering Workbench Instead of Separate Tools
Engineering disciplines operate on the same information from different perspectives. Why Sanad provides specialized views over one shared knowledge model instead of another collection of disconnected tools.
2026-08-21
Engineering AI Harness: A New Operating Model for AI-Assisted Engineering
Capability is abundant; trust is scarce. Why AI participation in critical-domain engineering needs a harness — and what one looks like when it is built as architecture rather than policy.