See every dollar
your AI spends.
Real-time cost attribution across every LLM provider, autonomous waste detection, and a governance gateway that stops runaway spend before it hits the invoice — not after.
Hover to see what's underneath.
Every dashboard number is a rollup. Move the lens to see the attribution behind it — team, workload, agent, and model, down to the token.
↖ move your cursor over the dashboard
Built for teams shipping AI at scale
Real-time Gateway
Proxy every OpenAI/Anthropic call inline. Enforce budgets and model-allowlist policy before the request leaves your network — not after the invoice.
DeepWaste Detection
Seven rule-based detectors and an installable pack marketplace find agent loops, wrong-tier models, and abandoned features automatically.
Forecasting that adapts
Prophet-based forecasts with confidence bands and burst detection, plus a what-if simulator for shifting traffic between models.
Guardrails & policy
Hard-cap budgets, workspace RBAC, and autonomous remediation policies that propose — and can approve — fixes on your behalf.
Open ecosystem
Python & TypeScript SDKs, a Terraform provider, an MCP server, and a VS Code extension — FinOps as code, not just a dashboard.
Enterprise-ready
Row-level multi-tenancy, workspace-scoped billing, invoice approval workflows, and a live Trust & Compliance status page.
Everything ModelWatch ships
Not just a dashboard — a full FinOps-for-AI platform, built out over nine shipped phases.
Cost visibility & attribution
- Real-time ingest across 15+ LLM & cloud AI providers
- Per-team, per-agent, per-model chargeback & margin analysis
- Cost-center hierarchies with spend rollups
- Multi-currency reporting with live FX feed
Waste elimination
- DeepWaste — 7 rule-based waste detectors
- Installable Detection Pack marketplace
- GPU allocation & idle-capacity reporting
- Quality-aware model-tier optimization
Forecasting & intelligence
- Prophet-based forecasts with confidence bands
- Burst detection & what-if traffic simulator
- Semantic prompt-cost intelligence
- Commit intelligence — utilization vs. committed spend
Governance & guardrails
- Hard-cap token budgets & spend anomaly detection
- Real-time Gateway — inline budget & model-allowlist enforcement
- Autonomous & approval-gated remediation policies
- Workspace RBAC with fine-grained roles
Finance & billing
- Stripe-backed billing & self-serve checkout
- Invoice approval workflow with rejection reasons
- GL export — NetSuite/SAP-compatible journal entries
- FOCUS 1.0 FinOps Foundation-compliant data export
Open ecosystem
- Python & TypeScript SDKs with auto-instrumentation
- MCP server — 13 tools for AI-native workflows
- Terraform provider for budgets, alerts & policies as code
- VS Code / Cursor extension & Slack app
Enterprise & trust
- Row-level multi-tenancy across every table
- Multi-region deployment & data-residency enforcement
- Live Trust & Compliance status dashboard
- Google OAuth login, audit trail, encryption & rate limiting
Notifications & scale
- Slack, email & Jira alert dispatch
- AI daily briefing delivered every morning
- Streaming, real-time anomaly detection
- Benchmarked at 10M+ usage records
Stop guessing what your AI actually costs.
Get a live walkthrough of ModelWatch on your own provider data.
Book a demo