The State of Offensive Security Heading into 2026
AI-assisted attacks, expanding attack surfaces, and tighter budgets: how offensive security teams are adapting.
Every year brings a fresh list of predictions, and most of them are noise. Heading into 2026, three shifts are different: they are already visible in the engagements we are running today, not speculative trends borrowed from a vendor report. Here is what is actually changing, based on what we are seeing on the ground.
Attackers are moving faster with AI tooling
Reconnaissance and exploit development that once took a skilled attacker days now takes hours, aided by AI tools that can rapidly enumerate technology stacks, draft convincing phishing content, and even assist with adapting known exploits to slightly different targets. This does not mean attackers suddenly have zero-day capability they lacked before — it means the time between "vulnerability disclosed" and "vulnerability actively exploited in the wild" keeps compressing.
For defenders, this shrinks the patching window that used to provide a reasonable margin of safety. A CVE that once gave organizations a week or two of practical runway before mass exploitation now sometimes gives days.
Attack surfaces keep expanding faster than inventories can track them
Every new SaaS integration, AI agent, MCP server, and cloud service adds a boundary that needs to be tested, not assumed secure by association with the systems it connects to. We continue to see organizations with a confident, well-maintained inventory of their core web applications and a near-total blind spot around the dozens of smaller integrations, internal tools, and AI-adjacent services layered on top over the past two years.
This is less a technology problem than a process one: attack surface inventory needs to be a continuous, automated discipline, not a project that gets revisited annually.
Budget pressure is reshaping testing programs
Security teams are under real pressure to consolidate vendors and demonstrate that testing spend maps directly to business risk, not just to a list of CVEs sorted by CVSS score. This is pushing a shift away from "check the compliance box" annual penetration tests toward continuous, risk-prioritized testing that can clearly articulate what a finding actually means for the business if left unaddressed.
We view this as a healthy correction, not just a cost-cutting trend — a report full of low-impact findings with no business context was never as useful as security teams sometimes needed it to look on paper.
What to prioritize this year
Based on what we are seeing across engagements, four areas deserve disproportionate attention in 2026 planning:
- Continuous external exposure discovery, replacing point-in-time audits that miss changes made between review cycles.
- Dedicated security review of AI agents, LLM integrations, and MCP servers — a category most programs have not yet formally scoped in.
- Identity-focused testing across multi-cloud and SaaS environments, where sprawl creates the most overlooked lateral movement paths.
- Faster patch validation cycles, given the shrinking gap between disclosure and active exploitation.
