“Unallocated” is your biggest line item
On average 38% of cloud spend can’t be traced to a team or product.
Connect40+ sources, read-only, live in 15 minutesAllocateTagless rules that map 94% of spendAnalyzeSlice cost by any unit or dimensionAI LedgerCost per model, prompt and outcomeMonitorLearned baselines, owner-routed alertsReportScheduled reports finance actually reads
New
AI Cost Ledger is live
Trace every token to the feature that spent it.
Unitrove turns your cloud, AI and SaaS bills into unit costs your engineers can act on and your CFO can trust — no perfect tagging required.
Free up to $25K monthly spendRead-only accessLive in 11 minutes
Cost per customerLive
CustomerCost / moMargin
AAcme Corp78%
NNorthwind41%
GGlobex88%
IInitech64%
4 of 1,284 customersView all →
AWS
Google Cloud
OpenAI
Snowflake
Anomaly+$3,240/daycheckout-service
Margin ↑ 6.2% this quarter
Trusted by teams who treat cloud like COGS
The problem
One invoice. Ten thousand resources. Half of them untagged. Finance sees a number, engineering sees noise, and nobody can say whether your biggest customer is profitable.
Cloud invoice · March10,482 line items
Unallocated$184,220
Total$486,930
AI spend is a black box
LLM costs double quarter over quarter, with no link to the feature that triggered them.
Alerts arrive with the invoice
By the time you notice a spike, the money is already gone.
The Unitrove way
1Connect
Plug in AWS, GCP, Azure, Kubernetes, OpenAI, Anthropic, Snowflake and 40+ sources with read-only access.
2Allocate
Our tagless engine maps 94% of spend to customers, features and teams using rules, telemetry and ML.
3Act
Get unit costs, margin per customer, and the exact service to fix — delivered to Slack, Jira or your PR.
Unit economics
Define any unit — customer, tenant, API call, ride, transaction — and Unitrove calculates its true cost daily. Spot your unprofitable accounts before renewal, not after.
- Custom dimensions without code
- Revenue sync with Stripe, Salesforce & your warehouse
- Gross margin per customer, daily
Customer margin mapProfitableBelow break-even
Globex
Cost$9.4K
Revenue$8.1K
Margin−16%
See driversAllocation
Unitrove reads your Kubernetes labels, account structure, service names and usage telemetry to assign costs — even shared costs like databases and data transfer. Write rules in plain English; we turn them into logic.
Allocated94.2%
New · AI cost ledger
See OpenAI, Anthropic, Bedrock and self-hosted GPU costs per model, per prompt template and per customer. Compare models on cost-per-outcome, not just cost-per-token.
cost per AI request
after model routing
models tracked
AI cost ledger · this monthStreaming
FeatureModelRequestsCostCost/outcome
Smart Replyclaude-sonnet1.2M$4,920$0.0041
Summariesgpt-mini3.4M$1,140$0.0003
Search Rerankself-hosted800K$2,310 GPU$0.0029
Support Agentclaude-haiku640K$890$0.0014
Cost per request−38%
Monitor & prevent
Unitrove learns your normal spend for every service and pings the owner the moment something drifts — with root cause and dollar impact. Margin Guardrails go further: estimate the cost impact of a PR before it merges.
Anomaly Detection
Owner-routed alerts in Slack with root cause, not just a red number.
Scale checkout workers #48213 checks
testspassed
lintpassed
Unitrove · Cost impactestimating…
Margin Guardrails
A GitHub check that says “This change adds ~$1,800/month” before you ship.
Integrations
40+ native integrations across cloud, containers, AI, data and SaaS. Read-only, always.
Cloud06
Containers04
AI & LLM09
Data08
SaaS & billing07
Workflow06
AWS · Connect in 2 minGoogle Cloud · Connect in 2 minAzure · Connect in 2 minKubernetes · Connect in 2 min
OpenAI · Connect in 2 minAnthropic · Connect in 2 minSnowflake · Connect in 2 minDatabricks · Connect in 2 minDatadog · Connect in 2 minMongoDB · Connect in 2 minStripe · Connect in 2 minSalesforce · Connect in 2 minSlack · Connect in 2 minGitHub · Connect in 2 minJira · Connect in 2 min
Results
cloud & AI spend analyzed
lower cost per customer in 6 months
spend allocated without tags
to first insight
We found three enterprise customers running at negative margin. Unitrove paid for itself in the first week.
Priya RamanVP Engineering, Helix AI
−41%AI inference cost
$2.3Mannual savings
6 wksto full allocation
Monthly cloud cost · 6 monthsBeforeAfter
What teams say
“Finally one number that engineering and finance agree on.”
“We cut our LLM bill by a third without touching quality.”
“Anomaly alerts go to the right owner. No more ‘who owns this?’”
“The PR cost check changed how our team designs infra.”
“Allocation that used to take a quarter took an afternoon.”
“Unit cost is now a metric in our board deck.”
FAQ
Everything teams ask before connecting their first cloud.
No. Unitrove allocates up to 94% of spend using account structure, Kubernetes metadata, naming patterns and telemetry. Tags help, but they’re optional.
Most teams connect their first cloud in under 15 minutes and see unit costs the same day.
Unitrove uses read-only roles, is SOC 2 Type II and ISO 27001 certified, and never modifies your infrastructure.
AWS, GCP, Azure, Kubernetes, OpenAI, Anthropic, Bedrock, Snowflake, Databricks, Datadog and 30+ more.
Flat platform tiers, not a percentage of your spend. Your bill doesn’t grow just because your cloud does.
Yes. Sync Stripe, Salesforce, HubSpot or your data warehouse to see margin per customer.
Margin 82%