Cybersecurity

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 […]

New Year Guardrails: Practical AI Governance The new year is when ambitious AI roadmaps meet the practical realities of risk, regulation, and reputation. Organizations that scaled pilots or deployed generative AI last year are now facing tougher questions: How do we keep systems reliable as they grow? Who is accountable when an automated decision harms […]

New Year, No Passwords: Passkeys for Secure CX Growth The start of a new year is a perfect moment to question old assumptions. Few assumptions are as stubborn—or as damaging to customer experience—as the belief that passwords are a necessary evil. They aren’t. Passkeys, built on open standards and implemented by major platforms, are now […]

Midnight for Cookies: First-Party Data and Clean Rooms The era of third-party cookies—a foundation for digital advertising’s reach, targeting, and measurement—is ending. Safari and Firefox have blocked them for years, mobile identifiers are curtailed, and the largest browser is steadily moving toward a post-cookie world with Privacy Sandbox APIs. For marketers, publishers, and technology teams, […]

Countdown to Recovery: Ransomware Resilience Playbook Ransomware is no longer a purely technical incident; it is a whole-of-business crisis that compresses legal, financial, operational, and reputational risk into hours. The fastest way to reduce its impact is not by chasing every new strain but by preparing to outpace the attacker’s kill chain with your own […]

Data Mesh, Done Right: Guardrails, SLAs, Governance The promise of data mesh is compelling: empower domain teams to publish trustworthy, interoperable data products that scale without the bottlenecks of a central data team. Yet the same decentralization that enables speed and autonomy can, if unmanaged, create chaos—duplicated pipelines, inconsistent definitions, unbounded costs, and compliance risk. […]

Knowledge Graphs + RAG: Enterprise Search That Works Enterprise search should feel like a conversation with a colleague who knows the company’s data, understands its context, and cites their sources. In reality, it often feels like rummaging through a poorly labeled filing cabinet. Retrievers don’t retrieve what matters, large language models hallucinate, and users lose […]

Deepfake Defense: C2PA, Watermarks, and Brand Trust Deepfakes have crossed the threshold from curious internet oddity to a persistent operational risk. Generative models can synthesize photorealistic images, clone voices in a few minutes, and fabricate video that looks like it was captured on a flagship phone. The cost to produce convincing forgeries has collapsed; the […]