Portfolio Governance vs Workflow Enforcement
Last updated February 2026
Aguardic vs Holistic AI
Holistic AI governs your AI portfolio from the top down — model inventory, bias testing, risk dashboards. Aguardic enforces your policies from the inside out — on every AI output, code commit, and agent action in real time.
Holistic AI and Aguardic solve different problems at different layers. Holistic AI gives risk teams portfolio visibility — what AI you have, where bias exists, how your models map to regulations. Aguardic gives engineering and compliance teams operational enforcement — every event evaluated, every violation caught. Different layers. Often used together.
Two Layers of AI Governance
Holistic AI and Aguardic work at different layers. Understanding where each fits helps you build the right governance stack.
Portfolio Governance
Inventory every AI model in your organization. Run bias and fairness tests. Monitor shadow AI. Generate risk dashboards for your board and regulators.
Primary buyer
CISOs and AI risk officers at large enterprises
Cadence
Quarterly review cycles and board reporting
Workflow Enforcement
Enforce your policies on every AI output, pull request, document, email, Slack message, and agent action — in real time. Block violations before they reach production.
Primary buyer
Engineering and compliance leads at AI-native companies
Cadence
Every event, every day — continuous enforcement
Feature Comparison
Can You Use Both?
Yes — and many organizations will. Holistic AI gives your risk team portfolio-level visibility: which models are deployed, where bias exists, how your AI inventory maps to regulatory frameworks. Aguardic gives your engineering and compliance teams operational enforcement: every AI output, code commit, and document is evaluated against your policies in real time.
Think of it as two complementary layers. Holistic AI answers “What AI do we have, and is it fair?” Aguardic answers “Is every AI action compliant, right now?” Together, they cover the full governance stack — from board-level reporting to line-level enforcement.
Who Should Choose Aguardic Alone
If you're a 20–500 person company building with AI, you likely don't need portfolio-level model inventory yet. You need your compliance policies running on every output, every PR, and every agent action — today.
Connect your tools, upload your compliance docs, and start enforcing policies. No months-long enterprise rollout.
GitHub, OpenAI, Anthropic, Slack, Gmail, Google Drive — 16 integrations that cover your AI and engineering workflows.
Starts at $499/month. Enterprise-grade governance without the enterprise-grade contract. 14-day free trial included.
Governance that works at your scale
Connect your tools, define your policies, and start enforcing automatically — with full audit trails from day one.