ENTERPRISE AI, GOVERNED
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Move fast,
break nothing
Command your AI stack with confidence. Cake unifies cost, compliance, and control so teams can build and scale faster.
3.9x faster deployment
Launch AI systems in record time with accelerated security reviews and budget enforcement.
Runtime resource governance
Enforce CPU, GPU, and memory quotas per team, project, or namespace, alongside deep system-wide RBAC.
AI cost visibility & forecasting
Track budgets, usage, and compute costs to drive accountability and reduce team spend.
Built-in security & compliance
Enforce policies, permissions, and encryption by default across every model, pipeline, and environment.
PLATFORM OVERVIEW
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Full-stack control for every model, pipeline, and policy
Most “AI Governance” tools sit on the sidelines, another dashboard, registry, or reporting tool. Cake runs in the execution path, enforcing guardrails where AI actually runs.
Whether you're deploying your first GenAI application or scaling across the enterprise, Cake provides the secure, flexible infrastructure to ship faster with zero compromise on trust, governance, or ownership.
REAL-TIME COST MONITORING & CONTROL![]()
See your AI costs before they spiral
Stop flying blind. Cake gives finance and engineering teams full transparency into model, compute, and project-level spend.
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Live dashboards for every project: Real-time visibility across clusters, teams, and workloads
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Granular cost drill-downs: Filter by model, provider, user, or infrastructure resource
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Export-ready reporting: CSV and API outputs for chargebacks and internal analytics
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Smart budget alerts: Set thresholds and get notified before costs overrun
BUILT-IN ENFORCEMENT ![]()
Govern with confidence
Cake enforces least-privilege access, budget controls, and policy adherence across every stage of the AI lifecycle so you stay compliant without slowing down.
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Fine-grained access controls: Role-based permissions scoped to individual projects
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Usage and budget enforcement: Govern team and workload behavior by default
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Always-on audit trails: Capture usage logs at every step—no extra setup required
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Runtime policy enforcement: Integrate with OPA, Gatekeeper, sidecars, and admission controllers
COMPLIANCE-ALIGNED INFRASTRUCTURE
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Avoid vendor lock-in
Deploy anywhere with confidence. Cake runs on AWS, GCP, Azure, or on-prem, giving you full portability across environments without compromising governance.
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Full environment portability: Run LLMs, RAG, and agents across AWS, Azure, GCP, or on-prem
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No data egress or third-party exposure: Sensitive workloads stay isolated inside your infrastructure
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Built-in compliance alignment: SOC 2, HIPAA, FINRA, and GDPR controls ready out of the box
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Avoid cloud lock-in: Abstract complexity and future-proof your stack
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Deploy what you need, where you need it: Stay agile as infrastructure, vendors, or use cases evolve
MODULAR, COMPOSABLE, OPEN-SOURCE
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Unify your stack
Cake brings your data, models, and orchestration together in a control plane designed to work with best-in-class open-source tools. Build with the components you trust while enforcing consistency, auditability, and scale.
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Plug in your favorite tools: Bring your own models, vector DBs, agents, pipelines
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Native support for open source: Works seamlessly with LangChain, Ray, MLflow, Airflow, and more
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Composable, portable architecture: No hard dependencies, no vendor constraints
COMPARE
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The only enterprise AI platform purpose-built for cost, speed, & flexibility
"Our partnership with Cake has been a clear strategic choice – we're achieving the impact of two to three technical hires with the equivalent investment of half an FTE."
Scott Stafford
Chief Enterprise Architect at Ping
"With Cake we are conservatively saving at least half a million dollars purely on headcount."
CEO
InsureTech Company
CAKE USE CASES
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Powering governed AI across the enterprise
Cake powers real-world AI use cases with secure, governed infrastructure that scales. Whether you're extracting data, serving LLMs, or orchestrating complex pipelines, Cake gives you the flexibility and control to build with confidence.
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Governance & infrastructure
Build and scale AI on infrastructure that abstracts complexity, enforces governance, and keeps you in control across clouds, teams, and workflows.
Enterprise RAG
Deliver fast, accurate retrieval-augmented generation (RAG) using governed infrastructure, private data connectors, and fully observable pipelines.
Voice/chatbots
Deploy conversational AI that understands your users and is backed by real-time inference, smart orchestration, and runtime policy enforcement.
Intelligent document processing (IDP)
Extract insights from unstructured documents with scalable pipelines for OCR, classification, and LLM-based summarization—all with compliance built in.
Analytics
Power advanced analytics with AI-infused data workflows that are portable, governed, and ready for real-time or batch use cases.
Data Extraction
Automate structured data extraction from PDFs, forms, and messy inputs using modular components that meet strict regulatory requirements.
SEE CAKE IN ACTION
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Build and scale AI with total control.
Accelerate every project while maintaining complete visibility, security, and compliance.
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3.9x faster deployment: Launch AI systems in record time by automating infrastructure setup, security reviews, and budget enforcement.
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Detailed cost visibility & forecasting: Gain full transparency into spend, usage, and budgets to cut $1M+ in infrastructure and vendor costs per LLM project.
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Built-in governance & compliance: Enforce access controls, policies, and spend limits across your entire AI lifecycle—automatically and by default.
Learn more about Cake
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