Insights
Insights
Practical analysis of AI integration, AI search and web engineering, written for technical and business leaders.
The EU AI Act is here: what enterprises deploying AI must have in place
GPAI obligations have applied since August 2025 and transparency duties since August 2026; high-risk obligations were deferred to December 2027 under the Digital Omnibus. Penalties reach €35M or 7% of global turnover, higher than GDPR. If you deploy AI to EU-reachable users, the readiness clock is already running.
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Prompt injection is OWASP’s #1 risk. Your agents are the new attack surface.
Prompt injection tops OWASP’s current Top 10 for LLM applications. As agents gain tools and autonomy, a single injected instruction can exfiltrate data or take destructive action. Securing agents is now a precondition for deploying them.
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You cannot improve what you cannot see: baselining your AI-search visibility
Zero-click searches have hit 69% and organic click-through on queries with an AI Overview has fallen 61% since mid-2024. But in one Seer Interactive case study, ChatGPT and Perplexity traffic converted at 15.9% and 10.5% versus 1.76% for Google organic. If you are not measuring whether AI engines cite you, you are flying blind on your highest-ROI channel.
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The voice-AI unit economics that make the front desk a board decision
In one 2026 industry benchmark, a voice-AI resolution averages $1.18 against $11.40 for a human agent on the phone, a roughly 90% unit-cost drop, with a PolyAI-commissioned Forrester study reporting 391% three-year ROI and payback under six months. The economics are settled. What is not settled is whether your deployment handles the calls that matter without eroding trust.
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The enterprise AI adoption gap: 80% have agents, 11% have scale
More than 80% of the Fortune 500 now run AI agents, yet only about 11% of organizations have reached production scale. The difference is not model quality. It is governance. The firms that will still be running their agents in 2027 are the ones building audit trails, kill switches, and human-in-the-loop controls today.
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The site is the proof: why your own website is your most important case study
An enterprise buyer is unlikely to spend six or seven figures with a firm whose own website is slow, templated or flawed. Your site is the one piece of work nearly every prospect inspects, treat it as the proof of your engineering, not a brochure.
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