The Agentic Pillar.
AI-assisted architecture reviews, autonomous remediation, and policy-aware agents that operate cloud workloads safely — the next evolution of Wombat.
What makes a workload agentic?
Agentic does not mean uncontrolled automation. It means systems that can observe, decide, and act within guardrails defined by the other seven pillars.
Observe
Agents continuously read telemetry, cost signals, compliance posture, and architecture state — not as a dashboard, but as context for decisions.
Decide
LLMs and rule engines evaluate trade-offs against Wombat controls, sovereignty constraints, cost budgets, and SLOs before recommending action.
Act
Approved changes are executed through policy-as-code pipelines, with human approval for high-impact operations and full audit trails.
Agentic in practice.
Controls and workflows that bring AI operators into your governance model without giving up accountability.
AI-assisted architecture reviews
Submit a design and receive a structured 8-pillar assessment with concrete gaps, risk ratings, and suggested controls.
Policy-aware autonomous remediation
Agents fix drift, resize idle resources, and enforce tagging — but only inside approved guardrails and with evidence attached.
Pull-request copilot for controls
Every infrastructure change is checked against Wombat controls before merge, with plain-language explanations and remediation hints.
Continuous maturity scoring
PASS scores are updated automatically as agents discover, remediate, or verify controls across your estate.
Three levels of agentic maturity.
Progress from assisted decisions to closed-loop automation, with human oversight always at the right level.
Assisted
AI generates recommendations, checklists, and drafts; every action is reviewed and executed by a human operator.
Augmented
Agents execute low-risk, pre-approved remediation paths automatically and escalate exceptions to humans with full context.
Autonomous
Closed-loop operations within guardrails: observe, decide, act, verify, and report — while remaining auditable and reversible.
Start building agentic workloads.
Read the full Agentic pillar documentation or run your first automated review with WOMBATpass.