Fronterio vs Spreadsheets for AI Governance
Many organisations start tracking their AI tools in spreadsheets. While this works for a handful of tools, it breaks down quickly as AI adoption scales. Here is how a purpose-built AI governance platform compares to spreadsheet-based tracking.
The Spreadsheet Approach
Spreadsheet-based AI governance typically involves a shared Excel file or Google Sheet listing AI tools, their owners, risk levels, and approval status. Teams manually update this file when new tools are adopted or existing ones change. While this is better than nothing, it introduces significant limitations: there is no audit trail (who changed what and when), no automated risk classification, no connection to actual usage data, no compliance workflows, and no way to generate reports for regulators. As the number of AI tools grows beyond 10-15, the spreadsheet becomes a liability rather than an asset.
What a Platform Provides
A dedicated AI governance platform like Fronterio automates what spreadsheets cannot. Every AI agent is registered with structured metadata (purpose, autonomy level, data access, risk classification). Changes are tracked in an immutable audit log that regulators can review. Risk classification follows EU AI Act categories automatically based on structured questionnaire responses. Approval workflows route new agents to the right stakeholders. Real-time dashboards show compliance posture across the organisation. Integration with Microsoft 365, Google Workspace, and Anthropic Claude pulls actual usage data — no manual updates needed.
When to Switch
If your organisation has more than 5 AI tools in use, operates in the EU (EU AI Act compliance required), needs to demonstrate governance to auditors or regulators, or wants to track AI adoption metrics and ROI, a spreadsheet is no longer sufficient. The cost of a governance platform (starting at EUR 299/month) is a fraction of the potential EUR 35 million fine for EU AI Act non-compliance — and far less than the staff time spent manually maintaining spreadsheets.
Beyond the Inventory — the AI Strategy OS
A spreadsheet lists what you have. Fronterio's AI Strategy OS tells you where you are going. Five connected primitives sit above the agent inventory: a Strategy Canvas drafted by the AI in one click (Ambition, Where-to-Play, Top 3 Moves, 90-Day Commitments), a 12-month Strategic Roadmap generated from the ratified canvas, Async Workshops with AI clustering replacing two-hour calendar blocks, Strategic OKRs cascading to department key results, and an Executive Board Pack with an AI-written quarterly narrative grounded in live metrics. None of this is possible in a spreadsheet — the data is static, the strategy dies in the file, and the board never sees the connection between inventory and impact.
No Spreadsheet Drills a Failover
A spreadsheet cannot tell you whether your fallback AI vendor is actually reachable right now. Fronterio's AI Vendor Resilience (Enterprise) does — a one-click drill validates that the Mistral or Aleph Alpha credentials are live, that the fallback's capabilities cover your primary, that the compliance posture is equivalent or better, and that your guardrails transfer. The result lands in an append-only drill log your auditor can inspect. The spreadsheet row that says 'Mistral — approved fallback' is a promise. A drilled resilience plan is evidence.
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