AI & ML Blog
Having decades of successful experience, we are sharing here our expertise, outlining industry and technology trends as well as benchmarking them.
AI Sycophancy in Software Development: 9 Rules That Keep AI Honest
AI assistants often agree with you instead of checking the facts. This article explains what AI sycophancy is, how to spot it, and nine rules our engineers use to keep AI answers grounded in software projects.
The Enterprise Context Layer: How to Give AI Your Organizational Context
AI works better when it understands how a business actually operates. Learn how an enterprise context layer connects data, rules, history, permissions, and knowledge to give assistants and agents reliable organizational context.
AI for Technical Writing and Documentation: What Works in 2026
Explore how AI is transforming technical writing in 2026. From drafting and editing to DITA conversion, localization, and documentation search. See where AI delivers value, why human review matters, and how to handle sensitive documentation securely.
The Evolution of the Project Manager: From Task Tracker to AI-Augmented Delivery Architect
AI is reshaping project management, shifting the PM’s role from task coordination to strategic delivery leadership. Discover how SCAND combines AI automation with human expertise to streamline workflows, optimize resources, and improve software delivery efficiency.
Is Your Team Actually Ready for Agentic Development?
Agentic development is not just about adopting AI coding tools. Learn how specifications, review, security, metrics, and delivery processes determine whether your team is ready to delegate more software work to AI agents.
How AI is Revolutionizing the Discovery Phase in Software Development
See how SCAND used AI-assisted discovery to reduce business analysis and prototyping effort to 84 hours, compared with a traditional estimate of 220 hours. Explore the workflow, project results, and lessons from a real fintech SaaS project.
Is Lovable Secure? How to Make Your Lovable App Production-Ready
The article explains whether Lovable is secure, what security protections and risks businesses should be aware of, and where its managed backend and infrastructure may fall short for production use.
TypeSafe AI Jev: Fast Zero-Shot Decisions for Business Workflows
This article explores TypeSafe AI Jev, a decision-focused AI model built for structured business decisions. It covers how Jev works, its use cases, cost, limitations, and how it could fit into enterprise AI workflows.
Enterprise AI Platform: Turning Fragmented AI Into a Scalable System
AI adoption often grows faster than oversight, leaving companies with scattered pilots, rising costs, and unclear governance. Learn how an enterprise AI platform brings data, models, agents, and security into one scalable foundation, and when to build or buy one.
How Much Does It Cost to Develop a SolidWorks Plugin?
SolidWorks plugin costs vary widely, from simple automation scripts to advanced enterprise-integrated add-ins. Pricing depends on API integration depth, custom UI needs, geometry automation, and PDM/ERP connections. Learn what actually drives the cost and how to budget wisely for your project.
