Cybersecurity

On-Device AI: Cut Latency, Cloud Costs, and Risk Over the past decade, AI experiences have been delivered largely from the cloud: apps captured input locally, sent it to a remote model, then waited for a response. That architecture made sense while models were large, hardware-constrained, and tooling immature. But the landscape has shifted. Modern phones, […]

Data Clean Rooms: Privacy-Preserving Growth Engine Data clean rooms have emerged as a way for organizations to collaborate on data without sharing raw, personally identifiable information. They promise the best of both worlds: measurable business growth through richer insights and activation, and robust privacy protections aligned with evolving regulations and consumer expectations. When designed well, […]

Data Mesh vs Data Fabric: Choosing Your Enterprise Future Enterprises are swimming in data yet struggle to put it to work. Two architectural movements dominate the conversation: Data Mesh and Data Fabric. Each promises to tame complexity, accelerate delivery, and govern safely at scale. Yet they approach the challenge from different starting points—one emphasizes organizational […]

Knowledge Graphs for Enterprise AI: From Silos to Value Enterprises have spent decades collecting vast amounts of data, yet struggle to convert it into timely, trustworthy insight. Data lives in silos, teams speak different vocabularies, and AI systems hallucinate or drift because they can’t ground their answers in a shared understanding of the business. Knowledge […]

RAG vs Fine-Tuning: A Buyer’s Guide for Enterprise AI Enterprises are moving past pilots and into production with generative AI, but many teams stall on a basic design choice: Should we use retrieval-augmented generation (RAG), fine-tuning, or both? The right answer changes cost, time-to-value, risk profile, and even the organizational skill set you’ll need. This […]

The Machine Identity Crisis in Cloud Security Introduction: When Machines Outnumber People In modern cloud environments, machines outnumber humans by orders of magnitude. Microservices, serverless functions, data pipelines, build agents, IoT gateways, and bots all talk to each other—and to external services—using non-human credentials. These machine identities are the connective tissue of digital systems, and […]

Post-Quantum Cryptography: A CIO Readiness Guide Introduction Quantum computing promises breakthroughs in science and industry, but it also threatens the cryptography that protects digital business. As a CIO, you don’t need to wait for a fault-tolerant quantum computer to be operational to feel the impact. Strategic decisions you make in the next 12–24 months will […]

Sovereign AI: Data Residency as a Competitive Edge The term “sovereign AI” is quickly moving from policy papers and keynote slides into boardroom decisions and product roadmaps. At its core, it captures a simple idea: organizations and countries want control over the data, models, and infrastructure that underpin their most valuable AI capabilities. In practice, […]

Shadow IT, Solved: SSPM for Secure SaaS Growth Every high-growth company runs on SaaS. Marketing scales with creative platforms, sales closes deals in CRM, engineering pushes code to cloud repos, and finance automates everything from billing to audits. The same agility that fuels growth also creates blind spots: employees adopting tools without approval, overly permissive […]

Identity Threat Detection and Response for Zero Trust Identity has become the primary boundary of enterprise defense. In a world of SaaS-first workflows, hybrid infrastructure, and distributed teams, a user’s identity—and the tokens, roles, and permissions it carries—determine what can be reached, changed, or exfiltrated. Zero Trust reframes security around this reality: never trust by […]

AI Red Teaming: Break Models to Build Trust Why “Breaking” AI Builds Confidence Every transformative technology earns trust the same way: by surviving tough tests. Airplanes go through wind tunnels, pharmaceuticals endure trials, and software faces penetration testing. AI now runs critical workflows—from underwriting and customer support to medical drafting and code generation—yet many organizations […]

Copilots for Sales and Service: ROI Beyond the Hype Introduction Across sales floors and service centers, AI “copilots” promise everything from instant deal velocity to perfect first-contact resolution. Leaders are rightly excited—and skeptical. Beyond glossy demos and anecdotal wins, the critical question is simple: where does repeatable, defensible return on investment actually come from? This […]

Enterprise LLMOps: Monitoring, Safety, and ROI Enterprises have raced from proof-of-concept chatbots to mission-critical AI assistants, code copilots, and document analyzers. The difference between a flashy demo and a dependable system is not a bigger model—it’s the operational discipline around it. Large Language Model Operations (LLMOps) sits at the intersection of MLOps, application observability, security […]

From Pilots to Impact: Change Management for AI Organizations everywhere can point to a handful of AI pilots that looked promising, demoed well, and then quietly faded. The real challenge is not proving AI can work once; it’s building the muscle to repeatedly convert pilots into scaled solutions that change customer experiences, cost structures, and […]

FinOps Meets GreenOps: Cut Cloud Cost and Carbon Cloud spending has become one of the largest line items in modern IT budgets. At the same time, organizations are setting public climate commitments, preparing for stricter disclosure rules, and facing customer scrutiny about the environmental impact of digital products. These forces are converging into a single […]

API Security 2.0: Defending Against BOLA and Sprawl Introduction APIs are the circulatory system of modern software: they move data, connect experiences, and power business-critical platforms. They also present an attack surface that changes daily. Traditional perimeter-centric security is not enough when your organization ships dozens or hundreds of microservices, supports partners, opens mobile apps […]

From RPA to AI Agents: Automating the Back Office Introduction For two decades, back-office automation has meant rules engines and robotic process automation (RPA) scripts mimicking keystrokes. These tools unlocked real savings by removing repetitive work from human queues, improving cycle times and accuracy in areas like finance, HR, and operations. Yet as organizations push […]

Policy as Code: Platform Engineering Meets Compliance Software delivery moves faster than ever, but compliance obligations have only grown in complexity. This tension has traditionally produced friction: developers feel slowed by security reviews and auditors struggle to keep pace with continuous deployment. Policy as Code (PaC) changes the dynamic by transforming regulatory and governance controls […]

Confidential Computing: The Trust Layer for Cloud AI Introduction AI is racing ahead on the back of massive data and elastic compute, but the question that keeps boardrooms and regulators cautious is simple: who can you trust with your most sensitive inputs, model weights, and outputs? Traditional cloud security secures data at rest and in […]

Secure Software Supply Chains: SBOM, SLSA, and SSDF Introduction Software is no longer delivered as a single monolithic artifact created entirely within one organization’s walls. It is assembled from open source libraries, vendor SDKs, cloud services, container images, and CI/CD automations that span dozens of tools and teams. That interconnected reality is a gift for […]