AI vs. Machine Learning: Key Differences and When to Use Them
Artificial Intelligence (AI) and Machine Learning (ML) are often used interchangeably in business discussions, technology roadmaps, and vendor presentations. While closely related, they are not the same thing. This confusion can lead organizations to make poor technology decisions, overinvest in unnecessary solutions, or overlook simpler approaches that could deliver faster business value. Key Insights Artificial […]
3 Signs Your Business Needs Digital Transformation Consulting Services
Businesses of all sizes and industries would like to achieve digital transformation, but too many of them, unfortunately, fall short of this mark. Gartner pointed out that a staggering number of digital investments fail to achieve their expected business outcomes due to a lack of strategic alignment. Most organizations understand the need for digital transformation; […]
The Testing Bottleneck: How AI Coding Broke QA, and How to Fix It
AI has dramatically accelerated how fast code gets written. Workflows have shifted — developers simply open an AI coding assistant, describe a feature in plain language, and receive lines of technically plausible code within seconds. But the acceleration gains of AI coding do not translate to better or faster results. AI has introduced a new […]
Agentic AI on the Factory Floor: A Recap From The Data in Manufacturing & Smart Industry Summit 2026
That was the opening challenge Guy Merritt, CTO of KMS Technology, prese to the room at the Data in Manufacturing & Smart Industry Summit 2026 in Munich. Over two days, the conference brought together data leaders, manufacturing executives, IoT specialists, and AI practitioners to explore how manufacturers can turn growing volumes of industrial data […]
5 Key Takeaways from SCOPE X 2026: Data Strategies and AI Innovation in Clinical Research
KMS Technology recently attended SCOPE X 2026 in Boston, an executive gathering focused on the future of AI and data innovation in clinical research. The event brought together leaders across pharma, clinical operations, AI, and healthcare technology for two days of conversations that felt notably more practical than speculative. The event made clear that AI […]
Beyond the Script: Top Test Automation Trends to Watch in 2026
As enterprises accelerate CI/CD pipelines and adopt micro-services, APIs, and embedded AI models, traditional UI automation struggles to keep up. Minor UI tweaks or volatile service dependencies routinely break brittle scripts, driving up test flakiness and maintenance costs. To stay competitive, testing frameworks must evolve with LLM-enabled technologies. This requires moving away from rigid, locator-based […]
Operationalizing AI Through Microservice-based MLOps
Addepto (a KMS Technology company) partnered with a U.S.-based global private aviation company to modernize document generation workflows and streamline trip planning operations. As operational demand increased, the company was facing growing inefficiencies caused by manual Aviation Sourcing Request (ASR) preparation, fragmented workflows, and increasing administrative overhead that limited the scalability of operational teams.
Future-Proofing Data Infrastructure Through ETL Architecture
Addepto (a KMS Technology company) partnered with a fast-growing technology startup to audit and modernize existing ETL workflows while preparing the organization for long-term product scalability.
5 Takeaways from SAS Innovate 2026 on The Enterprise AI Era
SAS Innovate 2026 in Grapevine, Texas brought together: This year’s overarching theme, Operationalizing AI at Scale, was not simply a tagline. This theme was reflected in every keynote, technical deep dive, and customer story shared throughout the event. As an AI consulting and engineering partner, KMS Technology was on the ground, with CTO Guy Merritt […]