nmblr.ai provides an orchestration layer for enterprise AI, unifying model access, governance, and cost control through a single platform. Its Foundation product routes requests to the most cost-efficient model while maintaining audit trails, and it includes Prism for natural-language data analysis and Forge for app generation. The platform integrates with major identity providers and model gateways to enforce security across all AI operations.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises face fragmented AI adoption as teams use different tools and models with no shared visibility, leading to uncontrolled spend, compliance gaps, and vendor lock-in. Most platforms address only one of these issues at a time, leaving organizations without a unified governance layer for their AI operations.
Solution
nmblr.ai provides an orchestration layer for enterprise AI, giving organizations a single control plane to manage all AI projects. Its Foundation product connects to multiple frontier models—including Claude, GPT, and Gemini—through one API, with smart routing that automatically directs each request to the most cost-efficient model meeting quality thresholds. Prism enables users to query databases, APIs, and spreadsheets in natural language, generating charts and reports without SQL. Forge lets teams describe, generate, and deploy internal tools in one step, with an app library for discovery and reuse. All interactions are logged through a governance bus that enforces PII redaction, content filtering, and jurisdiction routing, while identity and access controls integrate with existing enterprise systems.
Target Audience
Primary customers are enterprise organizations with multiple AI initiatives that need centralized governance, cost control, and compliance across teams, including IT leaders, data teams, and application developers.
Features
- Smart routing engine that reduces inference costs by an average of 70% by selecting the most cost-efficient model for each request
- Model gateway supporting AWS Bedrock, Azure OpenAI, OpenRouter, vLLM, and on-premises endpoints through a single API
- Identity and RBAC integration with Microsoft Entra ID, Okta, SAML 2.0, OIDC, and SCIM for platform-level access control
- Scoped memory with isolated retrieval indexes and vector stores per workspace to prevent cross-tenant data leakage
- Governance bus that logs every prompt, response, and policy decision with PII redaction, content filtering, and policy versioning
- Cost meter attributing every AI call to tenant, application, and request for full spend traceability and chargeback
- Prism AI notebooks enabling live connections to databases, APIs, and files with auto-generated charts and insights
- Forge app generation allowing teams to describe, generate, and deploy tools with a searchable app catalog