Superwise
Superwise is an enterprise AI governance and operations platform providing guardrails, observability, and policy enforcement for production AI and agentic systems, serving regulated enterprises in manufacturing, healthcare, and retail with integrated support for 50+ LLM providers.
- Company typePrivate
- Founded2017
- HeadquartersNashville, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Superwise does
Superwise (legal entity Deep Insight Solutions, Inc., d.b.a. SUPERWISE) is an enterprise AI governance and operations platform headquartered in Nashville, Tennessee, founded in 2017. The company provides a centralized control plane for organizations deploying AI and agentic systems at production scale, serving enterprises in regulated industries including manufacturing, healthcare, and retail. Named customers include Bridgestone, Firestone AG, Home Depot, Renova Health, and NuevoSono. The company operates with 11-50 employees and maintains compliance certifications spanning SOC 2 Type II readiness, GDPR, CCPA, and HIPAA, with explicit market positioning around the EU AI Act.
The company's core platform is SUPERWISE AMP (Agentic Management Platform), which combines real-time guardrails, observability, policy enforcement, and a visual Agent Studio for building AI workflows. Guardrails run inference in under 10ms with a claimed 99.9% accuracy, supporting detection for PII, toxicity, jailbreaks, face/license plate exposure, and image tampering. The platform integrates with 50+ LLM providers including OpenAI, Anthropic, Google AI, Vertex AI, and Flowise, plus storage layers (AWS S3, GCP). Superwise also maintains open-source infrastructure including Elemeta, a Python SDK, and MCP servers — indicating investment in developer ecosystem as a distribution layer.
The business operates on an enterprise SaaS model with quote-based annual contracts targeted at large organizations, supplemented by a self-service Community Tier introduced in November 2025 to broaden adoption at the developer level. To date the company has raised approximately $13M across two disclosed rounds (a $4.5M Series 1 in March 2020 and an $8.5M Series 2 in November 2020), implying a capital-efficient operating posture over the subsequent five years. Leadership includes Russ Blattner (CEO), Mark Stadtmueller (CTO), John Leschorn (CPO), and Oren Razon (Senior Director of Product).
Superwise firmographics
Firmographics- Name
- Superwise
- Legal name
- Deep Insight Solutions, Inc.
- Website
- https://superwise.ai
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Superwise is an enterprise AI governance and operations platform providing guardrails, observability, and policy enforcement for production AI and agentic systems, serving regulated enterprises in manufacturing, healthcare, and retail with integrated support for 50+ LLM providers.
- Ownership category
- akta.pro rank
Superwise industry classification
Industry- Product category
- AI Governance Platform
- NAICS
- Computer Systems Design and Related Services (5415)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE)
- akta.pro secondary industries
- Model Governance, Risk & Compliance (GRC) Platforms (HDAAAKAA), AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA)
Keywords
Where Superwise is headquartered
LocationHeadquarters
- HQ city
- Nashville
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Superwise business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- Subscription SaaS: SUPERWISE provides its AI governance platform through a tiered subscription model. The Terms of Service state 'The Services are made available exclusively through a tiered subscription model, with specific features, functionality, and usage limits determined by the subscription plan selected by the subscriber.' Subscription pricing details are available at superwise.ai/pricing/.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Free | Free Starter Edition |
| Subscription | Annual | Enterprise Plans |
Go-to-market motion1 record
Distribution channels4 records
Marketing channels5 records
Superwise product offering
Product offeringCore offering
SUPERWISE provides an Enterprise AI Agentic Governance and Operations platform (SUPERWISE AMP) that serves as a centralized control plane for creating, deploying, and governing AI agents. The platform delivers real-time runtime guardrails with sub-10ms policy evaluation, comprehensive observability across AI systems, automated policy enforcement, and integration with 50+ LLM providers and enterprise tools. Its core components include Agent Studio for building agents, Guardrails for runtime protection, Observability for monitoring, and Policies for automated governance, targeting enterprises in regulated industries such as healthcare, manufacturing, financial services, and retail.
Product overview
SUPERWISE is an Enterprise AI Governance and Operations Platform provider offering the SUPERWISE Agentic Management Platform (AMP) as its core unified product. The platform comprises several integrated modules: Agent Studio for building AI agents, Guardrails for runtime protection with sub-10ms policy evaluation, Observability for real-time monitoring, and Policies for automated governance enforcement. SUPERWISE Chat provides a private AI workspace with built-in guardrails, while Open Source tools and MCP servers support developer extensibility. The platform integrates with major LLM providers (OpenAI, Google AI, Anthropic), cloud storage (AWS S3, GCP GCS), and external agent frameworks like Flowise, enabling businesses to manage, monitor, and scale AI responsibly across regulated industries.
Differentiator
Problem solved
Functional benefit
Brands
- SUPERWISE AMP: The Agentic Management Platform - centralized platform for creating, managing, and enforcing guardrails and policies across agent interactions.
- SUPERWISE Chat
- Agent Studio
- Guardrails
- Observability
- Policies
Products and services
- SUPERWISE Agentic Management Platform (AMP) Centralized Agentic Management Platform serving as a unified control plane for creating, managing, and enforcing guardrails and policies across every AI agent interaction. Built for enterprises in regulated industries that need to govern AI agents and LLMs at scale.
- SUPERWISE Chat Private AI workspace and chatbot for business teams that provides enterprise AI chat with built-in guardrails (PII detection, toxicity filtering, jailbreak protection), policies, and audit trails. Available in a Free Starter Edition and as part of the tiered subscription, with onboarding configurable within 24 hours.
- SUPERWISE MCP Servers Model Context Protocol servers that enable AI-powered code editors (Cursor, Windsurf, Claude Desktop, Claude Code) to access SUPERWISE platform functionality, documentation search, and real-time account data for developers.
- SUPERWISE Open Source Open source tools distributed via GitHub, including the Elemeta meta features extractor library for extracting features from conversation text, supporting community engagement and developer adoption.
Quantifiable outcome
- Organizations with formal AI governance are 3.4x more likely to achieve AI effectiveness (Gartner, Q2 2025)
- +2 more outcomes
Companies that use Superwise
Customer profileNamed customers5 records
Segments3 records
Ideal customer profiles2 records
Superwise technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration11 records
AI capability11 records
Feature7 records
Superwise partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered core.
- OpenAIcoreIntegration partnership providing OpenAI model support within the SUPERWISE platform. Users can configure OpenAI models (GPT-4, GPT-4o, etc.) with API tokens for AI agent development and governance.
- Google AIcoreIntegration partnership providing Google AI model support including Gemini models. Supports Vertex AI Model Garden deployment for enterprise customers.
- AnthropiccoreIntegration partnership providing Claude model support for AI agents built on the SUPERWISE platform.
- FlowisecoreStrategic integration enabling users to register Flowise-built agents (ChatFlow and AgentFlow) into SUPERWISE for unified governance, monitoring, and guardrail application.
- AWS (Amazon S3)coreIntegration for data ingestion from AWS S3 buckets. Users configure S3 sources with bucket ARN, SQS queue, and IAM credentials for automated data pipeline integration.
- Google Cloud Platform (GCP)corePrimary cloud infrastructure provider. Platform deployed on GCP with integrations for GCS bucket ingestion, Cloud SQL, BigQuery, Pub/Sub, and Secret Manager services.
Scale indicators5 records
Recent moves6 records
Expansion highlights5 records
Superwise competitors and assessment
Company assessmentDirect peers
- Holistic AI: Holistic AI provides an AI Governance, Risk and Compliance platform covering model risk management, bias auditing, and regulatory readiness. It is the most direct comparable to Superwise's AI GRC positioning, especially for regulated-industry enterprise buyers.
- Credo AI: Credo AI sells an AI governance and risk management platform with policy automation, audit trails, and EU AI Act readiness. Like Superwise, it is positioned as the governance control plane for enterprises deploying AI at scale.
- WhyLabs: WhyLabs provides AI observability and guardrails for LLM and ML applications, including drift detection and policy enforcement. It overlaps directly with Superwise's Observability and Guardrails modules.
- Arize AI: Arize AI offers LLM observability, evaluation, and guardrails for production AI agents. Its product surface — monitoring plus runtime safety for AI agents — closely maps to Superwise's AMP modules.
- Fiddler AI: Fiddler AI provides an AI observability and model monitoring platform with explainability, drift detection, and governance features. Comparable to Superwise's observability and policy enforcement capabilities for enterprise ML and LLM deployments.
- Robust Intelligence: Robust Intelligence (acquired by Cisco) provided AI firewall and model validation for runtime protection of AI systems. Its AI Firewall is a close analog to Superwise's Guardrails product for blocking harmful inputs and outputs.
- Mona Labs: Mona Labs provides enterprise AI monitoring and observability with drift detection and intelligent alerts. It competes in the same AI observability category as Superwise's Observability module.
- Deepchecks: Deepchecks offers an open-core ML and LLM validation and monitoring platform. Comparable to Superwise's continuous monitoring, drift detection, and governance capabilities for production AI systems.
Broad incumbents
- IBM watsonx.governance: IBM watsonx.governance is a broader AI governance and model lifecycle management suite bundled within IBM's enterprise AI stack. It is the kind of incumbent offering enterprise buyers may evaluate as an alternative to Superwise for governance.
- Datadog: Datadog has expanded its observability platform with LLM monitoring, AI guardrails, and drift detection. As a broad enterprise monitoring incumbent, it competes with Superwise for the same observability budget, especially among infrastructure buyers.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks5 records
Key highlights6 records
Customer concentration
Superwise social profiles
Digital presenceSuperwise compliance and trust
Trust signalCompliance4 records
Superwise financial estimates
Financial estimateRevenue estimate
Valuation estimate
Superwise leadership team
Management profileNumber of profiles
Profiles4 records
Superwise funding detail
Funding detailFunding overview
Funding rounds3 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Superwise M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Superwise
What does Superwise do?
SUPERWISE provides an Enterprise AI Agentic Governance and Operations platform (SUPERWISE AMP) that serves as a centralized control plane for creating, deploying, and governing AI agents. The platform delivers real-time runtime guardrails with sub-10ms policy evaluation, comprehensive observability across AI systems, automated policy enforcement, and integration with 50+ LLM providers and enterprise tools. Its core components include Agent Studio for building agents, Guardrails for runtime protection, Observability for monitoring, and Policies for automated governance, targeting enterprises in regulated industries such as healthcare, manufacturing, financial services, and retail.
Is Superwise a public or private company?
Superwise is a private company. It is classified as venture growth investor backed and is currently operating.
When was Superwise founded?
Superwise was founded in 2017. It employs 51 to 100 people.
Where is Superwise based?
Superwise is headquartered in Nashville, United States, in the North America region.
How does Superwise make money?
One revenue line is on record: subscription SaaS.
Who are Superwise's main competitors?
Direct peers on record are Holistic AI, Credo AI, WhyLabs, Arize AI, Fiddler AI, Robust Intelligence, Mona Labs and Deepchecks. Broad incumbents are IBM watsonx.governance and Datadog.
Does Superwise have an API?
Yes. SUPERWISE offers a REST API and Python SDK for interacting with the platform programmatically. The REST API uses bearer token authentication (JWT standard, 24-hour validity) and HTTPS. Key capabilities include managing agents, datasets, policies, guardrails, dashboards, sources, and integrating with external AI operations. The SDK automatically generates and refreshes bearer tokens. MCP servers are available at https://docs.superwise.ai/mcp (REST API & User Guides) and https://mcp.sdk.docs.superwise.ai/mcp (Python SDK Reference). Developer documentation is at docs.superwise.ai/reference.
What industry is Superwise in?
Superwise's product category is AI Governance Platform. Its primary akta.pro industry code is HDAEANAE, Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies), with a secondary code of HDAAAKAA, Model Governance, Risk & Compliance (GRC) Platforms. Its NAICS code is 5415 and its SIC code is 7372.