01
Information is fragmented
Metrics, logs, traces, cloud resources, source-of-truth systems and configuration data all live in different tools. Engineers must manually connect the pieces to understand and effectively operate your infrastructure.
AIOps over one tunnel
Intelligent IT operations.Observe and automate your infrastructure.
Daalu unifies infrastructure data, operational context and AI automation in a single platform. Observe your environment, understand how everything is connected, and automate operations, troubleshooting and remediation.
14-day trial · card required, cancel anytime.
One platform
Observe and automate your infrastructure.
Metrics, logs, traces, Kubernetes, cloud environments, GPUs and coding workspaces — Daalu-Hub connects and correlates every signal, giving you the understanding needed to automate your infrastructure.
Metrics
Logs
Traces
Kubernetes
GPU
Workspace
The operations problem
Many operational tools. No unified view of the system.
Your engineers flip between cloud consoles, monitoring dashboards, logging tools, ticketing systems, chat, inventory and terminals while the incident keeps moving — and the clock keeps running.
02
System context is missing
Most tools show part of the picture but not how systems, services, dependencies and configurations relate to one another. Understanding the whole environment remains a manual process.
03
Insights rarely become action
Most AI tools summarize data and answer questions. They do not validate intended versus as-built state, coordinate remediation, manage approvals or safely execute operational changes. Daalu does.
Platform capabilitiesOne intelligent layer
One intelligent layer
above the stack
you already run.
Daalu securely accesses your logs, traces and metrics and stays aware of your full infrastructure topology and operational context. By reasoning across all of it at once, it turns scattered signals into the shared understanding that makes engineering teams dramatically more productive.
1secure tunnel to your whole stack
100%human-approved actions
$0per token on your own GPU
Connect
One secure tunnel
daalu-edge opens a single encrypted tunnel, then streams your metrics, logs, traces, servers and clusters into one workspace — telemetry is proxied live, never copied or stored.
Decide
AI root-cause analysis
Correlates alerts, logs, traces, metrics and recent changes so your engineers go from symptom to likely cause in minutes — accurate decisions that drive MTTR down.
Control
Human-approved remediation
Daalu proposes restarts, rollbacks, config changes and workflows with impact and rollback notes. Your operators approve before anything touches production.
Build
Coding workspace + AI agent
A per-user cloud workspace with an AI coding agent — inspect infrastructure code, draft the fix and ship it without ever leaving Daalu. Scales to zero when idle.
Operate
Operate your whole estate
Daalu keeps a live source of truth for your servers, network devices and Kubernetes clusters — then operates them over the tunnel: drift detection, config push, workloads and rollouts, with every change governed and audited.
Compute
GPU orchestration + private AI factory
Add a GPU to your cluster and Daalu-Hub orchestrates it across every AI service you run — or bring your own GPU, pay $0 per token, and keep inference fully private.
Service interface
A control surface for every operational signal.
Live infrastructure state, AI briefings, incidents, proposals, the coding workspace and your GPU pools sit side by side — so engineers investigate, decide and build the fix without losing context.
Operations home
System health, incidents, agents and briefings in one scan.
Assistant panel
Ask questions about live operational state and recent events.
Proposal queue
Review remediations before Daalu changes production systems.
How it worksFrom disconnected signals
From disconnected signals
to governed action.
One tunnel connects your stack. Daalu learns the relationships between everything on it and walks your engineers from signal to shipped fix with confidence.
01
Plug in what you already run
Connect over the tunnel
daalu-edge opens one secure tunnel. Connect cloud accounts, Kubernetes clusters, servers, network devices, monitoring — and even your GPUs. No data copied, no forklift required.
AWSGCPAzureKubernetesGPUsMonitoring
02
AI turns signal into root cause
Daalu correlates, you decide
Daalu reads your metrics, logs and traces over the tunnel, detects drift, correlates alerts and hands engineers a concise root cause — so the right call happens in minutes and MTTR drops.
Root causeDrift detectionBriefingsLower MTTR
03
Human control, then ship the fix
Approve, act and build
Every change is a proposal with impact and rollback notes. Approve it, then jump into the coding workspace with the AI agent to build and ship the fix — every action fully logged.
ApprovalsCoding workspaceAudit logRollback
Clear boundaries
What Daalu is not trying to be.
Daalu is not a replacement for your native observability tools — it is an intelligent operational layer on top of them, not a rip-and-replace project. Your current tools keep their jobs while Daalu gives teams a better way to work across them. It plugs into the monitoring stack you already run and correlates data across systems, instead of replacing what you have.
What Daalu actually is
A governed AI operations platform that connects your stack over one tunnel and correlates it for fast root cause. It manages configuration the safe way — continuously detecting drift between your source of truth and live device state, then filing reviewable change proposals that a human approves before anything is pushed. On top of that it runs your Kubernetes, gives engineers a coding workspace and orchestrates your GPUs — so teams cut MTTR and keep every change accountable.
Documentation
Built for teams adopting Daalu.
Fast paths into setup, integrations, proposals, governance and API workflows — written for operators, not just developers.
Pricing
Start small. Scale when operations do.
Pay for seats, what you connect and what you manage — nothing for the telemetry we proxy but never store. Every new tenant starts on a 14-day Team-tier trial. Card required, cancel anytime.
Starter
For trying Daalu and very small teams.
$25/ seat / mo
No platform base fee
- Up to 5 seats
- 5 connected sources
- 50M hosted AI tokens/mo
- 100 inventory devices
- Email support
Most popular
Team
Where most teams start.
$49/ seat / mo
Most popular
- Up to 25 seats
- 25 connected sources
- 250M hosted AI tokens/mo
- 1,000 inventory devices
- In-app, business-hours support
Business
For teams running production infrastructure.
$119/ seat / mo
No platform base fee
- Unlimited seats
- 100 connected sources
- 1B hosted AI tokens/mo
- 10,000 inventory devices
- 24/7 support · 1-hour P1 SLA
Enterprise
Custom, sovereign and regulated deployments.
Customfrom $2,500 / mo base
Volume seat pricing
- Dedicated CSM · SLA up to four nines
- SSO / SAML · security review
- Daalu Private (runs in your cluster)
- FinOps pricing (~1.5% of cloud spend)
- Committed-use AI discounts
The AI engine is a separate, detachable line
Run inference on our GPUs, spill to the cloud, or bring your own GPU and pay $0 per token. Daalu orchestrates it over the tunnel either way — your platform bill never changes.
from $0.30/ M tokens
Daalu-hosted GPU
We run open-weight models on our NVIDIA GPUs.
pass-through+ 15%
Cloud fallback
Spill to Claude, DeepSeek or Gemini — provider rate + 15%, shown line-by-line.
$0/ token + $500 licence
Sovereign · bring your own GPU
Point the router at your own cluster over the tunnel. Keep the whole platform.
Turn on when you need it — add-ons
from $149/ stack / mo
Network & server management
Dedicated NV-CM stack — inventory, drift reconcile and config push to your fabric.
from $19/ user / mo
Coding workspaces
Per-user cloud dev environment with the AI coding agent. Scales to zero when idle.
$2.50/ device / mo
Managed devices
Active automation on a device: drift reconcile, config push and executor identity.
$40/ source / mo
Extra connected sources
Beyond your plan quota. Or switch large estates to ~1.5% of tracked cloud spend.
All figures are recommended list pricing. Your live price is confirmed at sign-up and on the invoice.
Get started
Stop coordinating. Start operating.
Open the tunnel and connect your first source in under five minutes.
Every new tenant starts with a 14-day Team-tier trial. Card required, cancel anytime.