Write-access safety for AI agents

Let AI agents write to production, safely.

Rippletide maps high-risk AI agent write-actions, tests unsafe scenarios, previews evidence and approval decisions, and packages the proof enterprise teams need before enabling writes.

Built for support, ITSM, and revenue agents that need to act inside Zendesk, Stripe, ServiceNow, Salesforce, and internal APIs.

See Safety Packs

One 30-minute session to identify your riskiest write-action. No live production access required.

AGENT PROPOSES. RIPPLETIDE DECIDES.

Rippletide, the write-action safety layer between AI agents and business systems
  • Risk-ranked write-action inventory
  • Decision previews with evidence and approval rules
  • Security review dossier included
TRUSTED FOR AGENTS BY

Your agent can read everything.

The hard part is letting it write.

AI agents can draft, recommend, and retrieve. But when they need to issue a refund, close a ticket, update a CRM field, change an incident, cancel an account, or trigger a workflow, enterprise teams ask the same question: what stops the wrong action from being committed?

  • Was the right evidence present?
  • Did the action match business policy?
  • Was approval required?
  • Was the decision logged and traceable?
  • Can the security review team verify the control?
The blocker for enterprise AI agents: letting them write to production
How it works

Prove the action is safe before you enable it.

Rippletide reviews the agent's write surface, builds Safety Cases for risky actions, and previews the evidence and approval decisions required before those actions can be enabled safely.

How Rippletide reviews risky write-actions
01
Review the agent's tool surface
Tool manifests, MCP exports, OpenAPI schemas, or plain JSON tool definitions.
02
Rank risky write-actions
Financial, customer-facing, workflow-state-changing, and destructive actions, ranked by business risk.
03
Build a Safety Case
Why the action is risky, which evidence is required, and what is missing today.
04
Define evidence and approval rules
Thresholds, required evidence, and who must approve when the rules are not met.
05
Preview clear, escalate, or block decisions on scenarios
Unsafe scenarios are tested before anything touches production.
06
Package traces and review evidence
Audit-ready traces and a security review dossier your enterprise customer can verify.

Start with a review of your agent's tool surface. Prove the first Safety Case in scenarios and decision previews. Expand into runtime enforcement when the Safety Case is proven.

Identity says who can act. Rippletide says whether this action should happen.

Identity tells you who can act. Rippletide tells you whether this specific action has enough business evidence to execute.

IAM / authorization
Question answered
Can this user or agent call this tool?
Limitation
Does not know whether the business evidence is sufficient.
Hooks / gateways
Question answered
Can we intercept the call?
Limitation
Low-level plumbing, not packaged as business-specific safety.
Control towers
Question answered
Can we observe and govern agents centrally?
Limitation
Broad and platform-native, not action-by-action evidence logic.
Rippletide ✦
Question answered
Is this specific write-action safe to enable now?
Focus
Risky business writes, not generic connectivity.

Start with a Safety Pack.

Safety Packs package risky write-actions, evidence checks, approval rules, unsafe scenarios, and audit traces for common agent workflows. Each pack is built and proven on your agent's real tool surface in 10 working days.

ITSM

ITSM Action Safety Pack

Make IT and operations agents safer before they change production workflows.

  • Incident closure
  • Priority changes
  • Change approvals
  • CMDB updates
  • Production workflow changes

Designed for workflows in ServiceNow, Jira Service Management, and internal ITSM tools.

Explore the ITSM Pack
Revenue

Revenue Action Safety Pack

Control the revenue-impacting writes that sales and RevOps agents need to perform.

  • Discount approvals
  • CRM stage changes
  • Quote creation
  • Customer commitments
  • Contract routing

Designed for workflows in Salesforce, HubSpot, email, and CPQ and contract workflows.

Explore the Revenue Pack
Scenario preview

Example: catch an unsafe refund before it is enabled.

An AI support agent proposes a $750 refund for an enterprise customer. In this scenario preview, Rippletide checks the ticket, the order, the customer tier, the refund reason, the policy threshold, and the approval requirement.

{
  "decision": "APPROVAL_REQUIRED",
  "reason": "Refund above $500 requires manager approval and linked ticket evidence.",
  "missing_evidence": [],
  "approval_url": "...",
  "trace_id": "tr_123"
}

The agent is not blocked from working. Only the risky write-action is flagged until the right evidence and approval are captured.

Give enterprise security teams the proof they need.

Security Review Dossier

A homegrown approval layer is self-attested. Rippletide gives agent companies and enterprise teams a reusable, review-ready dossier showing how high-risk write-actions are detected, tested, approved, and traced.

EU data residency available. No training on customer data. SOC 2 audit in progress.

Get the dossier template
  • Risky write-action inventory
  • Evidence requirements
  • Policy and approval rules
  • Unsafe scenario tests
  • Sample traces
  • Decision preview mode
  • Runtime expansion path
  • Operational owner and escalation logic
  • Exportable security review summary
Built for your stack.

Rippletide reviews the tool surface your agents already expose, whatever the framework underneath.

Developer-friendly entry. Enterprise-grade proof.

Start with a review of your agent's tool manifest. Build the first Safety Case. Expand into runtime enforcement when it is proven.

Also available for Claude Code rule enforcement as a developer proof surface.

Built by engineers from
Imperial CollegeTelecom ParisEPFLETH42
Trusted by investors from
OneRagTimeAWSMetaBCG

Questions & answers.

Everything you need to know about write-action safety. Can't find your answer? Talk to our team

No. IAM decides who can call a tool. Rippletide reviews whether a specific high-risk write-action has enough business evidence to be enabled safely.

No. Rippletide focuses on risky agent write-actions: evidence, approvals, escalation, and traceability, packaged so enterprise teams can enable writes with confidence.

No. Rippletide does not compete on connector breadth. It reviews the write-actions exposed by agents and tools, then packages the evidence and approval controls around them.

No. Rippletide targets the specific risky action. Safe actions can continue; risky writes are flagged for evidence, approval, or escalation.

You can build a basic approval layer. The harder part is producing reusable evidence for enterprise security review: risky action inventory, evidence requirements, unsafe scenario tests, approval traces, and audit-ready documentation.

A Safety Pack is a reusable package for a workflow family. It includes known risky actions, evidence checks, approval rules, unsafe scenarios, and trace templates, built and proven on your agent in 10 working days.

Most teams should start with the Support Action Safety Pack if their agents perform customer-impacting actions such as refunds, cancellations, credits, or ticket resolution.

Book a free risk review. In one 30-minute session, we map your agent tool surface, rank the riskiest write-actions, and show you what a Safety Case looks like.

Ready to let your agent write safely?

Review your tools, find your riskiest write-action, and turn it into a Safety Case your enterprise customer can review.