The Reasoning Layer
for enterprise
AI agents
Turn the decisions, ownership, and tribal knowledge buried across your stack into a reasoning layer every agent can act on.
naboo consoleWhat's blocking checkout v2 from shipping?
query { release(target:"checkout-v2") { blockers { name owner status } } }Search returns links. The reasoning layer returns the chain.
Trusted by engineering teams at leading global companies, including
"Naboo is the tool I trust to catch up on any project fast. It turns the decisions scattered across our stack into a graph, so teams use it to navigate them and Claude uses it to reason."
Find anything, connected
The answer your engineers need is already in your tools — scattered across repos, PRs, and Slack threads that nobody ever linked together. Naboo links them.
TypeError: cannot read
'id' of undefined
at resolveUser (auth/session.ts:42)
at handler (api/checkout.ts:118)3 repositories
that touch the failing path
The pull requests
that changed that exact code
The Slack threads
that referenced those PRs
The exact picture — not a pile of keyword matches.
Why a naive RAG can't do this
Keyword search returns documents. Naboo returns the connected truth — because of four things it does that an off-the-shelf index never will.
Indexes everything, at scale
Pulls your entire dataset — working around the API rate limits and bulk-export caps that make most tools give up.
Links the dots
Connects tickets, PRs, code, and Slack by the references between them — explicit mentions and implicit ones alike.
Resolves identity
Maps one person across every tool, so it knows who owns what and who works with whom — shrinking the search space before it even looks.
Permission-aware at every node
Document-level permissions on each node, so the whole org can query the index fast — and never sees what it shouldn't.
Reason about how your company actually decides
Some questions RAG can't touch — not because the data is missing, but because the answer lives in a definition that exists only in your team's heads.
“What shipped behind feature flags last week?”
Matches keywords like “feature flag”, “deploy”, filters by date — and returns a pile of documents that probably don't contain the answer.
It can't join the dots a human never wrote down.
Resolves the question through your org's actual definition of a feature — across tickets, PRs, flags, and services — and returns the exact list.
The answer, not a search result.
Every company speaks a private language
Ask a tech lead “what is a feature?” and the answer is a chain of implicit links that exists in no single system — invisible to every off-the-shelf AI agent.
a ticket that isn't a bugfix
branch name carries the ticket ID
key hard-coded in the PR
holds the live on/off state
none of these links is written down — they live in branch-naming habits, code, and an internal service
We turn that language into a graph any agent can query
A Forward Deployed Agent — a specialist in ETL and data science — sits with your team and defines that hidden language across every connection.
The result is a living decision graph — decisions, owners, triggers, and blockers as first-class nodes, built on the ETL plumbing Naboo already runs across your stack.
Any agent queries it directly in GraphQL — or through an MCP server that turns plain intent into a structured query.
query {
features(shippedWithin: "7d", flagged: true) {
name
owningTeam
flag { key state }
pullRequests { url author }
}
}How Naboo works
The reasoning layer for your R&D environment
Inputs
GitHub, GitLab, Jira, Linear
Confluence, Notion, Slack
Datadog, Splunk, Postgres
Naboo Engine
Context Processing
Outputs
VS Code, JetBrains
LangChain, AutoGen
Automated PR Feedback
GitHub Actions, Jenkins
Metrics & Reports
Connect to your R&D stack
Connect code repositories, tickets, PRs, documents, communication tools, logs, and metadata.
Continuously build understanding
Naboo continuously scans code and surrounding context to build a living understanding of how systems actually work. This understanding improves over time.
Calculate intent in real workflows
At any moment, Naboo understands what the user or agent is trying to achieve based on task, system state, ownership, and history.
Enable precise execution
Naboo feeds the right context to any LLM or agentic framework so execution is precise, deterministic, and reliable.
Decisions are the foundation of agent reasoning in R&D
Real AI systems need to reason about choices, not retrieve documents
Agents that do not hallucinate
Precision-grounded responses backed by your actual enterprise data and intent understanding
One reasoning layer instead of tool chaos
A single graph of decisions across every system you run — instead of dozens of brittle integrations to wire up by hand
From AI demos to real production workflows
Enterprise-grade security, compliance, and scalability from day one
From ticket to production ready execution
Watch how Naboo turns scattered information into actionable context
Deploy Naboo in your environment
Control over data, compliance, and security
Run everything on-premises
Offline or VPC deployment. Zero data leaves your environment.
Document level permissions
Respects existing RBAC; developers only see what they are allowed to.
Use your own LLM & Frameworks
Vendor agnostic, no lock-in. Works with any provider.
Copy all of your data into their cloud, build one big index, then filter the results by permission after the fact.
Never centralizes your data. Enforces your existing RBAC at retrieval time — so nothing leaves your environment and no one sees what they shouldn't.
Go deeper
Learn the category, see the benchmarks, read how Fortune 500 customers run Naboo in production.
Reasoning Layer for Enterprise AI Agents
The category, the Decision Graph underneath, and the two tiers — Topic Graph plus Decision Graph.
Read moreComparisonNaboo vs RAG
Retrieval vs reasoning. 97% more accurate, 90% fewer tokens, 10x faster. With benchmarks.
Read moreCase studyGlobal-E case study
How Global-E (NASDAQ: GLBE) gave AI agents secure, compliant access to customer data.
Read moreComparisonCompare alternatives
Naboo vs other enterprise AI agent infrastructure platforms — side by side.
Read moreThe reasoning layer for enterprise AI agents
Stop guessing. Start reasoning. Naboo gives every agent in your company the chain of decisions it needs to act with precision.