Rippletide
Rippletide builds a "Decision Runtime" for AI agents, enforcing and evaluating enterprise decision logic via a proprietary Hypergraph Decision Database and neuro-symbolic AI. It serves enterprise design partners across automotive, CPG, and developer tooling, with a Paris HQ and a new San Francisco office.
- Company typePrivate
- Founded2024
- HeadquartersParis, France
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Rippletide does
Rippletide is a Paris-based AI infrastructure company, founded in 2024, that builds a "Decision Runtime" for autonomous AI agents. The product is designed to enforce, evaluate, and audit the decisions made by AI agents operating inside enterprise workflows, addressing governance, compliance, and reliability gaps that emerge as agents take on higher-stakes tasks. Its proprietary technical core is a Hypergraph Decision Database coupled with a neuro-symbolic AI architecture, which encodes business rules and decision logic as hypergraph structures and claims 99%+ decision accuracy on encoded policies.
The platform is delivered through an SDK and an Agent Evaluation module, and is integrated with major AI and data ecosystems including AWS Bedrock, Snowflake, Salesforce, LangChain, Neo4j, and Anthropic. Named customers span automotive (Renault), consumer goods and spirits (Pernod Ricard), and developer tooling (Strapi, Fountain, Blaxel, Omanra), indicating design-partner relationships across both large enterprises and smaller technology firms.
Rippletide operates with a team of 1–10 employees split between Paris and a newly established San Francisco office. In September 2025 the company closed a $4.7M seed round led by OneRagtime, and subsequently joined the Station F F/AI program (January 2026) and the Snowflake Startup Accelerator (Spring 2026). Revenue mechanics are not disclosed; given the headcount and stage, current monetization most likely consists of paid pilots or design-partner agreements rather than scaled enterprise contracts, with no disclosed pricing model or ARR.
Rippletide firmographics
Firmographics- Name
- Rippletide
- Legal name
- Rippletide SAS
- Website
- https://rippletide.com
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Rippletide builds a "Decision Runtime" for AI agents, enforcing and evaluating enterprise decision logic via a proprietary Hypergraph Decision Database and neuro-symbolic AI. It serves enterprise design partners across automotive, CPG, and developer tooling, with a Paris HQ and a new San Francisco office.
- Ownership category
- akta.pro rank
Rippletide industry classification
Industry- Product category
- AI Agent Governance Platform
- NAICS
- Software Publishers (513210), Software Publishers (5132), Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE)
- akta.pro secondary industries
- AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Responsible AI Policy, Controls & Workflow Management (HDAAAMAG), Responsible AI, AI Governance & Compliance Services (BPAEAHAJ)
Keywords
Where Rippletide is headquartered
LocationHeadquarters
- HQ city
- Paris
- HQ country
- France
- HQ region
- Europe
Offices2 records
Markets served
Rippletide business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- Decision Runtime Platform: Enterprise platform licensing for AI agent governance. Customers pay for access to the decision runtime that sits between their AI agents and production systems, with pricing based on deployment scale and usage volume.
- Professional Services: Implementation services including risk review sprint (2 weeks), integration and governance (8-10 weeks), and ongoing production support. Structured deployment methodology guides enterprises from evaluation to production in 12 weeks.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Validation Sprint |
Go-to-market motion3 records
Distribution channels2 records
Marketing channels6 records
Rippletide product offering
Product offeringCore offering
Rippletide sells a Decision Runtime platform for enterprise AI agent governance. Its Hypergraph Decision Database and Decision Runtime sit between AI agents and the tools they use (CRM, ticketing, payments, codebase, APIs), intercepting each proposed action and evaluating it against policies, permissions, business rules, and live context before execution. Allowed actions run; risky actions are blocked or escalated to human approval with full causal audit trails.
Product overview
Rippletide offers a Decision Runtime platform for enterprise AI agent governance, combining a Hypergraph Decision Database with neuro-symbolic AI to enable deterministic, auditable, and hallucination-free agent behavior. The core platform consists of the Decision Runtime (the enforcement layer that intercepts agent actions before execution), Automatic Ontologies (for building executable rules from enterprise data), and the Context Graph (the live facts layer for decision validation). Supporting modules include Agent Evaluation (for systematic failure mode testing) and the Rippletide SDK (for developer integration). Together, these components validate every agent action against policies, permissions, and business rules before execution, producing complete causal audit traces.
Differentiator
Problem solved
Functional benefit
Products and services
- Decision Runtime The core execution enforcement layer that sits between AI agents and production systems (CRM, ticketing, payments, codebase, APIs). It intercepts every proposed agent action, evaluates it against policies, permissions, business rules, and live context before execution, then allows, blocks, or escalates based on deterministic rule evaluation. For enterprises running AI agents in production.
- Automatic Ontologies Automatically builds and maintains a Decision Ontology from enterprise documents, APIs, workflow logs, vector stores, and evaluated agent traces. Converts organizational policies, SOPs, processes, and constraints into executable rules that agents must pass before actions execute. For enterprise teams needing structured rule layers without manual ontology engineering.
- Context Graph The live facts layer used during execution checks. Maintains relevant facts, relationships, permissions, provenance, and validity windows so agents do not act on stale, unrelated, or unauthorized context. Encodes the Decision Context Graph for trustworthy AI agents. For engineering teams requiring grounded, verifiable context during agent evaluations.
- Agent Evaluation Systematic evaluation framework for AI agent responses that uncovers failure modes before deployment. Generates automated test scenarios from policies, compliance documents, historical tickets, and CRM records, including boundary conditions, conditional branches, missing-field scenarios, and escalation triggers. For AI/ML teams responsible for production agent reliability.
- Hypergraph Decision Database The underlying database that combines memory (facts, context, provenance) and reasoning (plans, rules, constraints) in one store. Uses neuro-symbolic AI to encode entities, relationships, business objects, workflows, approval paths, thresholds, and compliance constraints as traversable structures. Powers deterministic, auditable, and hallucination-free AI agent behavior. For enterprises requiring a unified reasoning-and-memory foundation for governed agents.
- Rippletide SDK Software development kit enabling developers to integrate the Decision Runtime into AI agent workflows. Provides tools for pre-execution validation, deterministic decision-making through the Decision Context Graph, and causal decision traces for full auditability. For engineering and platform teams building governed AI agents.
Quantifiable outcome
- 96% ticket resolution accuracy (up from 85%) at major spirits company
- +4 more outcomes
Companies that use Rippletide
Customer profileNamed customers8 records
Segments4 records
Ideal customer profiles3 records
Rippletide technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration9 records
AI capability7 records
Feature6 records
Rippletide partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered core.
- SnowflakecoreRippletide was selected for the Snowflake Startup Accelerator Spring 2026 cohort. This partnership provides access to Snowflake's infrastructure and ecosystem for building enterprise-ready AI applications using the Cortex REST API. Rippletide is listed as 'coming soon' for Snowflake integration.
- Station F F/AI ProgramcoreRippletide selected for Station F's inaugural F/AI accelerator program cohort backed by OpenAI, Anthropic, Mistral AI, Microsoft, Meta, Google, Sequoia Capital, General Catalyst, and Lightspeed. Goal of helping participants reach €1M in revenue within six months.
- AWS Bedrock and AgentCorecoreLive integration with AWS Bedrock enabling governed AI agents with production-grade control, compliance, and explainability. Rippletide runs as a drop-in layer for Bedrock-powered agents.
- AnthropiccoreIntegration with Anthropic's Claude for AI agent governance. Rippletide validates agent actions before execution while Claude handles reasoning and planning.
- OpenAIcoreWon OpenAI Codex Hackathon demonstrating Rippletide's decision layer for OpenAI Codex agents. Integration for validating code-related agent actions before execution.
- LangChaincoreFramework-agnostic integration with LangChain and LangGraph agent frameworks. Rippletide adds execution check before sensitive actions run.
- Salesforce AgentforcecoreIntegration with Salesforce Agentforce for AI agent governance within Salesforce ecosystem. Validates CRM-related agent actions before execution.
- Neo4jcoreRippletide operates within the Neo4j ecosystem. Presented at inaugural Context Graph Meetup co-presented with Neo4j in San Francisco. Neo4j graph database technology underpins the decision context graph architecture.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
Rippletide competitors and assessment
Company assessmentDirect peers
- Guardrails AI: Guardrails AI (acquired by NVIDIA) provides an open-source framework for adding validation, safety, and structure to LLM outputs. Direct peer to Rippletide as both offer pre-execution guardrails, but Guardrails focuses on validating LLM outputs while Rippletide focuses on validating and blocking agent actions before they execute.
- WhyLabs: WhyLabs offers an AI observability and guardrails platform for LLMs and ML models, including drift detection, quality monitoring, and safety guardrails. Direct peer to Rippletide in the AI agent governance/observability category, with complementary positioning on monitoring versus pre-execution enforcement.
- Arize AI: Arize AI provides an AI observability and evaluation platform for LLMs and agents, focused on tracing, evaluation, and drift detection. Direct peer as both target enterprise AI agent reliability, observability, and quality assurance, though Arize is more post-hoc monitoring while Rippletide is pre-execution enforcement.
- Patronus AI: Patronus AI provides an evaluation and observability platform for LLM applications, including agent tracing, safety scoring, and automated evaluation. Direct peer in AI agent governance and evaluation, with overlap in use cases like agent decision auditing and policy compliance.
Emerging players
- Lakera: Lakera focuses on AI security and prompt-injection defense for LLM applications. Emerging player in the AI safety/governance space, comparable to Rippletide as both target the same buyer (enterprise AI teams) concerned with agent security, though Lakera focuses on adversarial input protection while Rippletide focuses on action enforcement.
- Galileo: Galileo provides an AI evaluation and observability platform for LLM applications, including agent tracing, hallucination detection, and quality scoring. Emerging player in the same AI reliability/governance category as Rippletide, with overlap in enterprise customers deploying production AI agents.
Broad incumbents
- Salesforce Agentforce: Salesforce's enterprise AI agent platform includes native guardrails, audit trails, and policy enforcement within the Salesforce ecosystem. Broad incumbent competing in the same AI agent governance category; Rippletide explicitly integrates with Agentforce but Salesforce could absorb more governance functionality over time.
- AWS Bedrock Guardrails: AWS Bedrock includes native Guardrails for content filtering, topic restrictions, and sensitive information filtering on Bedrock-hosted models. Broad incumbent offering pre-execution governance functionality comparable to Rippletide, but bundled with the AWS platform and limited to Bedrock models.
- Microsoft Purview / Responsible AI: Microsoft offers AI governance, compliance, and risk management capabilities across Azure AI, Microsoft 365 Copilot, and Purview. Broad incumbent in enterprise AI governance with overlapping capabilities in audit trails, policy enforcement, and compliance, integrated deeply with the Microsoft ecosystem.
- LangChain: LangChain is the dominant agent orchestration framework and has added LangChain/LangSmith guardrails and evaluation features. Broad incumbent in the agent stack where Rippletide integrates; LangChain's framework-level guardrails compete with Rippletide's third-party enforcement layer.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks1 record
Key highlights6 records
Customer concentration
Rippletide social profiles
Digital presenceRippletide compliance and trust
Trust signalCompliance3 records
Rippletide financial estimates
Financial estimateRevenue estimate
Valuation estimate
Rippletide leadership team
Management profileNumber of profiles
Profiles2 records
Rippletide funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Rippletide 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 Rippletide
What does Rippletide do?
Rippletide sells a Decision Runtime platform for enterprise AI agent governance. Its Hypergraph Decision Database and Decision Runtime sit between AI agents and the tools they use (CRM, ticketing, payments, codebase, APIs), intercepting each proposed action and evaluating it against policies, permissions, business rules, and live context before execution. Allowed actions run; risky actions are blocked or escalated to human approval with full causal audit trails.
Is Rippletide a public or private company?
Rippletide is a private company. It is classified as venture growth investor backed and is currently operating.
When was Rippletide founded?
Rippletide was founded in 2024. It employs 11 to 50 people.
Where is Rippletide based?
Rippletide is headquartered in Paris, France, in the Europe region.
How does Rippletide make money?
Two revenue lines are on record. Decision Runtime Platform is the primary driver. The others are professional Services.
Who are Rippletide's main competitors?
Direct peers on record are Guardrails AI, WhyLabs, Arize AI and Patronus AI. Emerging players are Lakera and Galileo. Broad incumbents are Salesforce Agentforce, AWS Bedrock Guardrails, Microsoft Purview / Responsible AI and LangChain.
Does Rippletide have an API?
Yes. Rippletide provides an SDK and REST API for integrating the Decision Runtime into AI agent workflows. The SDK enables pre-execution validation of every agent action against defined policies, deterministic decision-making through the Decision Context Graph, and full auditability via causal decision traces. Documentation is available at docs.rippletide.com. Developer documentation is at docs.rippletide.com.
What industry is Rippletide in?
Rippletide's product category is AI Agent 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 HDAEANAF, AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety). Its NAICS code is 513210 and its SIC code is 7372.