Implement Enterprise-Wide AI Cost Control
Take control of your AI investments with comprehensive cost management and policy enforcement.
LangDB's enterprise-grade cost and policy management features provide the tools you need to optimize spending, implement governance controls, and ensure your AI resources are used efficiently and responsibly.
The Enterprise Cost Management Challenge
Cost Control
Unpredictable and escalating AI costs with no visibility into user or project-level consumption
Resource Governance
Inability to establish and enforce user quotas and model access permissions
Access Management
Lack of integration with enterprise identity systems and role-based access controls
Model Selection
No automated way to route requests to the most cost-effective models based on use case
User and Project Level Cost Management
User-Level Quotas
Assign individual quota limits to users based on their roles and requirements. Control which models each user can access and set token limits.
Project-Based Budgeting
Allocate AI resources by project with dedicated budgets and usage caps. Track spending against project budgets automatically.
Cost Attribution
Attribute costs across multiple dimensions including teams, departments, and custom business units for accurate cost allocation.
Enterprise-Grade RBAC Integration
Comprehensive Access Control
LangDB offers comprehensive Role-Based Access Control (RBAC) with seamless integration into existing enterprise identity management systems, providing governance at scale.
- Fine-grained access controls based on user roles
- Integration with enterprise identity providers
- Support for SAML, OAuth, and OpenID Connect
Role-Based Access
Define permission sets that specify which AI resources, models, and features users can access based on their organizational role.
Enterprise Identity
Seamlessly integrate with your existing identity providers including Azure AD, Okta, Auth0, and LDAP.
Audit Logging
Comprehensive audit logs for all access control changes and authentication events for security compliance.
Automatic Model Routing & Cost Optimization
Intelligent Cost-Quality Balancing
LangDB's advanced routing engine automatically directs requests to the optimal model based on your cost and performance requirements. Our platform intelligently balances quality needs against budget constraints to maximize ROI.
With automatic model routing, you can:
- Define routing rules based on request characteristics, content requirements, and budget considerations
- Set quality thresholds to ensure critical requests receive appropriate model resources
- Implement dynamic routing that adapts to changing usage patterns and pricing
- Establish fallback pathways when primary models are unavailable or over budget
Cost-Optimized Routing
Automatically direct requests to the most cost-effective models while meeting quality requirements. Our intelligent routing engine evaluates each request against your defined policies to optimize spending.
Multi-Model Optimization
Leverage a mix of premium and cost-effective models across different request types. Route high-value or complex requests to premium models while using more economical options for standard interactions.
Adaptive Routing Rules
Create sophisticated routing rules based on content type, user role, business priority, and budget status. Our platform automatically adjusts routing based on real-time performance and cost metrics.
Detailed Usage Reporting & Analytics
LangDB's comprehensive cost analytics dashboard with detailed usage breakdowns
Multi-Dimensional Usage Reports
Generate comprehensive reports with granular usage breakdowns by user, team, project, model, and custom business dimensions. Slice and dice your AI usage data to identify optimization opportunities and track ROI across all initiatives.
Cost Trend Analysis
Track spending patterns over time with detailed trend analysis. Identify usage spikes, seasonal patterns, and long-term cost trajectories to inform budgeting decisions and optimization strategies.
Custom Reporting Dashboards
Create tailored dashboards for different stakeholders with role-appropriate metrics and KPIs through direct access to ClickHouse. Executive summaries, departmental breakdowns, and detailed operational reports provide the right information to each audience with the power and flexibility of ClickHouse's analytics capabilities.
Exportable Reports & API Access
Export detailed reports in multiple formats including CSV, Excel, and PDF. Access all usage data through our comprehensive API to integrate with your existing business intelligence and reporting systems.
Ready to Take Control of Your AI Costs?
LangDB's enterprise-grade cost and policy management features provide the tools you need to optimize spending, implement governance controls, and ensure your AI resources are used efficiently and responsibly.
Start managing your AI costs effectively today with LangDB's comprehensive solution.