Company Intelligence

Investigate your
entire stack

Ronin connects AI agents to your databases, code repos, error trackers, and support platforms. Ask a question about your company — get an answer grounded in real operational data.

QuestionWhy is customer X seeing errors?
Ronin AgentQuerying Zendesk, Sentry, PostgreSQL...
EvidenceDeploy v2.4.1 introduced a null check regression affecting 12 accounts

Your answers are buried across
a dozen tools

Every company runs on a web of systems — databases, code repos, analytics platforms, error trackers, support desks, documentation wikis, deployment pipelines. The knowledge is there, but it's scattered.

When a customer reports an issue, someone has to check Zendesk, then search the codebase, then query the database, then look at Sentry, then check the deploy logs. Every investigation becomes a manual crawl across tabs and tools.

The data to answer almost any question about your company already exists — it's just trapped in systems that don't talk to each other. Ronin sends AI agents to investigate across all of them at once.

Investigations, not chats

An intelligence system, not a chatbot

01
Connects to your systems
Databases, code repos, Sentry, Datadog, Zendesk, and more. Agents discover available tools and adapt to your setup automatically.
02
Investigates autonomously
Agents reason, query, observe, and iterate across connected systems. They follow the evidence wherever it leads — autonomously.
03
Explains with evidence
Every answer is grounded in real data. Ronin shows its sources, reasoning steps, and the queries it ran — so you can verify everything.
Capabilities

Built for real operations

01 System Connectors

Connect PostgreSQL, MySQL, GitHub, Sentry, Datadog, Zendesk, Notion, and more. Ronin's agents discover what's available and adapt their investigation strategy to your setup. Add a new system, and every agent immediately knows how to use it.

02 Autonomous Agent Engine

Ronin doesn't just search — it investigates. Agents reason about your question, decide which systems to query, observe the results, and iterate. If the first query doesn't give a complete picture, the agent follows the evidence across systems until it can give you a clear answer.

03 Investigation Memory

Every investigation retains its full context. Ask a follow-up question and Ronin builds on everything it already gathered — it doesn't start over. Investigations become richer over time as you drill deeper into an issue.

04 Configurable Modes

Modes define how Ronin behaves for different roles. A support mode hides technical internals and produces customer-friendly responses. An engineering mode exposes logs, stack traces, and infrastructure data. Modes control system access, data visibility, and communication style — so the same platform serves every team safely.

05 Secure by Default

Every connection uses encrypted credentials with modern authentication standards. Role-based access keeps teams scoped to what they need. Your data stays in your systems — Ronin connects to them, it doesn't copy them. Every query and action is logged and auditable.

06 Real-Time Visibility

Watch your agent work. See every query, every action, and every reasoning step as it happens. Ronin makes its thinking visible so you can verify the results and understand how it got there.

How it works

From question to evidence

Ask
Your Question
Reason
Agent Engine
Gather
Your Systems
Explain
Evidence

Ronin doesn't give you a guess. It queries your actual systems, traces relationships across data sources, and produces explanations backed by evidence. Every answer includes the sources it used and the reasoning chain it followed.

Who it's for

One platform,
every team

Ronin isn't just for engineers. It's an investigative layer for the entire organization — anyone who needs to understand what's happening inside the company.

Customer Support
Investigate customer issues by pulling account data, error logs, and recent changes — without asking engineering. Resolve tickets faster with complete context.
Engineering
Debug incidents across services. Trace errors from Sentry to code changes to deployment logs. Query production databases and correlate system behavior in one investigation.
Product
Understand feature usage, identify adoption patterns, and investigate user behavior across analytics and product data. Make decisions grounded in evidence, not assumptions.
Leadership
Get a clear operational picture of company performance. Investigate revenue anomalies, operational bottlenecks, and cross-team dependencies without waiting for reports.

Configurable AI Roles

Modes shape how
Ronin speaks

A mode defines what systems Ronin can access, what data it reveals, and how it communicates. The same platform adapts to each team's needs and permissions.

Support
Hides technical internals. Produces customer-friendly explanations. Accesses CRM, support tickets, and account data. Excludes raw logs and infrastructure details.
Engineering
Full access to code repos, error tracking, databases, and deployment pipelines. Exposes stack traces, query plans, and system metrics. Technical and direct.
Executive
High-level operational view. Aggregates metrics from analytics, revenue, and team performance systems. Concise summaries focused on business impact.
Custom
Define your own modes. Control system access, data visibility rules, and communication style per role. Ronin adapts to your organization's structure.

Ready to see the
full picture?

Ronin is currently invite-only. Request access and we'll get your team set up.