DepthData
Enterprise dashboard that connects to ChatGPT, Claude, Copilot, Gemini and other AI vendor consoles via read-only APIs to show unified spend, adoption, and ROI across your whole AI stack.
🔗 Visit DepthData
Description
Large companies often end up paying for AI tools across a dozen different teams and vendors, with nobody able to answer a simple question: are we actually getting value for what we're spending? DepthData plugs into each vendor's admin console and adds up the real numbers into one dashboard.
DepthData connects to AI vendor consoles (OpenAI/ChatGPT, Anthropic Claude, Microsoft Copilot, Google Gemini, Vercel, Lovable, Cursor, Replit, GitHub Copilot, Slack AI, Notion, Perplexity, and others) using read-only admin API scopes — it never installs an agent, reads prompts, or changes settings. It normalizes each vendor's inconsistent units (seats, usage, spend) into one common set of metrics, tracks cost per active user, flags idle-seat waste, and produces board-ready health-score reports with exportable trend data. It's aimed at CFOs, CIOs, and boards trying to govern AI spend that's currently scattered across many separate vendor bills. Pricing isn't publicly disclosed — you request a demo to get a number.
💬 Our review
The short version: DepthData addresses a real and growing enterprise headache (fragmented AI spend across a dozen tools with no unified view), and its strictly read-only, no-agent-installed approach is a sensible way to get buy-in from security teams — but you'll need to talk to sales to find out if it's actually affordable for your organization.
This is a genuinely underserved niche right now — most spend-management tools (Cledara, Vendr, Zylo) focus on general SaaS spend rather than the specific challenge of normalizing wildly different AI vendor metrics (tokens vs. seats vs. messages) into one comparable number. DepthData's focus on being audit-ready (labeling every figure as API-verified, console-exported, or estimated) is a meaningful trust signal for finance teams who need defensible numbers, not vibes. The obvious limitation is that this only matters at a certain scale — if your company uses two or three AI tools total, manually checking each vendor's own dashboard is probably still faster and free; DepthData earns its keep once you're juggling seven-plus AI vendors and can't reconcile the bills yourself.
💰 Pricing
📊 Global score
🤖 AI-enriched data
Tarification sur devis, demande de démo requise
Pros
intégration en lecture seule, aucun agent installé
normalise des métriques hétérogènes en un seul référentiel
détecte le gaspillage de sièges inactifs
rapports prêts pour le conseil d'administration avec traçabilité des chiffres
Cons
tarifs non publics, démo obligatoire
nécessite un accès admin à chaque console fournisseur
pas d'essai gratuit visible