[ DEMAND-DRIVEN OBSERVABILITY ]

Lean Agentic Observability Collect only what brings value.

Metrics, logs, and traces — one agent, one lean pipeline. You pay nothing for telemetry until a dashboard, an alert, or a custom rule of yours actually needs it.

Start for free

Free tier — no credit card, no time limit.

LeanSignal dashboard showing demand-driven metrics

Example pricing shown is for demonstration purposes only.

Why LeanSignal

How we bring more Value for less Cost

Traditional observability vendors all give the same advice: store everything now, worry about the bill later. Follow it and you end up in The Pain Cycle.

The Observability Pain Cycle
High bills drive the telemetry filtering.
Workloads apps & services Agent Filter forward ALL by default Legacy Observability Store Everything Analysis Tools What costs this much? drives $$$$$ Store all telemetry Dashboards slow queries Alerts
Telemetry Data Flow Control Flow

LeanSignal applies lean principles to observability. Demands — not defaults — decide what gets collected, and the loop starts running in your favor: The Value Cycle.

The Observability Value Cycle
Value drives the telemetry filtering.
Workloads apps & services Agent Filter forward NOTHING by default LeanSignal Demand-Driven Observability Demands What brings value? drives $$$$$ Store valuable telemetry Dashboards fast queries Alerts
Telemetry Data Flow Control Flow

So what do the two cycles cost over time? Applying lean principles flips the cost dynamics completely — away from favoring your vendor, toward favoring you.

The Cost of Pain and Value Cycles
Traditional store everything vs. Demand-driven observability.
Cost Time Lean Collect everything initially The High Bill 😡 Reactive pruning 😐 Near zero-cost start Demand-driven growth 😊
The Pain Cycle The Value Cycle

The result: an order-of-magnitude cost advantage when you start, and an expected 2× advantage over the second-best option for mature observability setups.

Agentic observability

Meet LeanBuddy — Your AI Teammate

Meet LeanBuddy, your on-call sidekick

Ask in plain language — "why is p99 up since 14:00?" — and LeanBuddy investigates for real: it queries your live metrics, logs, and traces, explains what changed, and hands you deep links straight to the evidence. It even knows what you are NOT collecting, and says so instead of guessing.

Production telemetry, in your IDE

Connect Claude Code, Cursor, or VS Code to your tenant over MCP with one personal token. Ask about production while you write the fix — the metrics, logs, and traces behind an incident are one question away from the code that caused it.

Your agent ships the observability too

Opt a token into write access and the same agent that instruments your code declares the demand, builds the dashboard, wires the alert, and test-fires it against live data — before the pull request merges. The change and its observability ship as one motion, not a follow-up ticket.

AI on signal, not noise

Because the pipeline stores only demanded telemetry, the AI reasons over a small, relevant dataset instead of digging through a haystack. That means sharper answers, fewer tokens, and lower cost per question.

Every answer has a receipt

LeanBuddy shows the queries it ran and what each answer cost, and it works within a spending budget you set. You can always see where an answer came from and what you paid for it.

Scoped, audited, revocable

Tokens are read-only by default; writes are an explicit opt-in, deletes a separate one. Every AI-made change runs under your role, passes the same validation as the app, and lands in the audit log marked as agent work. One click revokes it all.

Features

Demand drives the pipeline

Demand governs the pipeline

You declare the signals you need. Demand — not supply — decides what gets collected, so noise is eliminated from day one instead of pruned after the bill.

A cost–value link, always in sync

Every signal is tied to the need it serves. You can finally see which spend buys which value — and cut the noise with confidence.

Filtered at the source

Telemetry is indexed and filtered at the edge, before it ever reaches storage — no more choosing between storing everything and whitelisting blindly.

From the PAIN cycle to the VALUE cycle

Escape the store-everything, bill-shock, reactive-pruning loop. Start at zero and grow cost and value together as your needs change.

One agent, three signals

Metrics, logs, and traces

The same demand model across all three signals, each explored in the query language you already use.

The LeanSignal Metrics page: a PromQL graph above a label and value breakdown

Metrics

PromQL

Every metric your agents collect, explored with the Prometheus query language you already know. Graph it before it is ever a demand, then pin what matters to a dashboard or an alert.

The LeanSignal Logs page: a LogQL query with its volume histogram and log lines

Logs

LogQL

Search structured logs with LogQL. Agents keep everything locally and forward only the streams you demand — grep the edge live, store just what earns its place.

The LeanSignal Traces page: a TraceQL query above the span waterfall of a trace

Traces

TraceQL

Follow requests across services with TraceQL. Demand is service-scoped: name the services you care about and their spans flow to central storage — span timelines and all.

Capabilities

More than dashboards

Alerts & notifications

Alert on any PromQL condition and route firing and recovery to email or Slack. A rule lives inside the demand it belongs to, so alerting on a metric turns its collection on automatically.

Synthetic monitoring

Scheduled HTTP checks watch your endpoints from the outside. After a set number of failures a check flips to Failed and notifies the same channels as your alerts — recovery included.

Custom rules

Go beyond dashboards: author your own metric, log, and trace rules in each signal’s query language to declare exactly what to forward — no dashboard required.

Dashboards & versioning

Build Perses dashboards that double as demand: the panels you save decide what gets collected. Every change is versioned, exportable, and portable between tenants.

Retention & auto-purge

Set how long each tenant keeps data, and LeanSignal retroactively purges what falls out of demand — so storage tracks what you still need, not what you once collected.

Dark & light themes

The console ships with polished dark and light themes. Pick what suits your eyes or your room — your choice sticks across sessions.

Built on open standards
OpenTelemetry logo OpenTelemetry Prometheus logo Prometheus Perses logo Perses VictoriaMetrics logo VictoriaMetrics Grafana Loki logo Loki Grafana Tempo logo Tempo

Security, isolation & privacy

Single-tenant, open, and compliant by design

Single-tenant by design

Your tenant is its own isolated stack — its own storage, its own compute. No noisy neighbours, so performance stays predictable, and your data never shares a table with anyone else’s. Isolation is the default, not an upsell.

Auditable by design

Every critical change — demands, agents, checks, retention, users — is captured in a per-tenant audit log. Who changed what, and when, is always answerable, so changes stay accountable and compliant.

Open-source agent

The LeanSignal agent is built on the OpenTelemetry Collector — open-source software you can read, audit, and run yourself. No proprietary black box and no hidden data paths.

Compliant data handling

Your telemetry is processed and stored in line with the GDPR and strict data-protection rules — you always know where your data lives and who can touch it.

Free service

Start on the Free Tier

Generous limits, no credit card.

Free $0/mo
  • 100 GBlogs ingested / month
  • 80 GBlogs stored
  • 1 Billionmetric points ingested / month
  • 40 GBmetrics stored
  • 50 GBtraces ingested / month
  • 40 GBtraces stored
  • 100,000synthetic check runs / month
  • 30 daysdata retention — all signals
Start for free

Your Usage page shows exactly where you stand against every limit. Reach one and ingestion simply pauses — no overage, no surprise bill. Monthly budgets reset on the 1st.

Outgrowing the free tier? Get in touch and we’ll set you up with a plan that fits.

Ready to run lean observability?

Sign up, install our OpenTelemetry-based LeanSignal agent, and start collecting the telemetry that actually matters.

Start for free

Free tier — no credit card, no time limit.