LEANMETRICS BY NETMINDED
LeanMetrics transforms high-volume operational telemetry into leaner, more meaningful data before it reaches your observability, automation and AI systems.
More telemetry doesn’t always mean more information.
Modern IT infrastructure generates enormous volumes of operational telemetry. Much of it is repetitive — systems continue to report measurements even when little of operational significance has changed. Yet every measurement can carry a cost as it moves through the technology stack.
RAW TELEMETRY · CONTINUOUS
Many measurements. Very little new operational information.
12:41:05.009 cpu=43.1% mem=67.2% status=normal
12:41:05.250 cpu=43.2% mem=67.2% status=normal
12:41:05.501 cpu=43.1% mem=67.3% status=normal
12:41:05.752 cpu=43.2% mem=67.2% status=normal
12:41:06.003 cpu=43.1% mem=67.2% status=normal
COLLECT →
Report it
TRANSPORT →
Move it
INGEST →
Accept & index it
STORE →
Retain it
ANALYSE →
Process it
AI
Consume it again
→
THE LEANMETRICS LAYER
LeanMetrics sits upstream of your observability, automation and AI systems, transforming high-volume raw telemetry into a leaner representation of what is operationally meaningful. Rather than asking downstream systems to repeatedly process every raw measurement, LeanMetrics gives them less data with more explicit operational meaning.
WHY GET LEAN?
EFFICIENCY TODAY
Reduce observability costs
LeanMetrics reduces the volume of telemetry expensive downstream systems need to handle, helping make existing observability investments more efficient.
Reduce telemetry volumes
Less repetitive raw telemetry flowing through the observability stack.
Reduce ingestion and processing
Less data for downstream platforms to ingest, index and process.
Reduce storage and retention
Smaller data volumes can reduce the infrastructure required to store and retain telemetry.
Lower observability costs
Reduce the volume of data contributing to usage-based monitoring and observability expenditure.
Make existing investments work harder
Improve efficiency upstream without requiring organisations to replace their existing observability platforms.
Optimise the telemetry before you pay to process it.
EFFICIENCY TOMORROW
Improve AI efficiency
LeanMetrics gives AI systems leaner, more meaningful operational inputs instead of requiring them to repeatedly process large volumes of raw telemetry.
Fewer unnecessary AI inputs
Reduce the volume of repetitive operational data being passed into AI systems.
Smaller operational context
Give AI a leaner representation of the operational environment to work with.
Reduced token processing
Less raw telemetry can mean fewer input tokens for AI systems to consume.
More meaningful operational information
Present AI with operational meaning rather than requiring it to repeatedly interpret every raw measurement.
More scalable AI economics
Help prevent AI processing requirements from increasing directly alongside raw telemetry volumes.
Don’t pay AI to rediscover what your engineers already know.
BUILT FOR SCALE
LeanMetrics is designed for complex, high-volume environments where the cost of collecting, processing and increasingly consuming operational telemetry is becoming difficult to ignore.
01 / TELEMETRY GROWTH
Your telemetry estate keeps growing.
Large infrastructure estates continuously generate enormous quantities of operational data.
02 / OBSERVABILITY COST
Your monitoring costs are growing with it.
Increasing telemetry volumes drive greater ingestion, storage and processing across the observability stack.
03 / AI ADOPTION
AI is becoming another consumer.
AIOps, copilots and agents are beginning to consume the same operational telemetry already flowing through your systems.
04 / AI ECONOMICS
Now that data has another processing cost.
As AI moves into production, token consumption, inference and processing economics become increasingly important.
DESIGNED FOR COMPLEX, HIGH-VOLUME ENVIRONMENTS
WHY NETMINDED
NetMinded has deep experience in network observability, operational software and large-scale infrastructure.
LeanMetrics grew from a simple observation: collecting more telemetry isn’t the same as understanding more about what’s happening operationally.
That engineering perspective now underpins how we help organisations reduce the volume of data their observability and AI systems need to process.
NETMINDED TECHNICAL TESTING*
less telemetry
Telemetry volume reduction demonstrated in NetMinded technical testing.
fewer AI input tokens
Demonstrated in NetMinded technical testing.
LEANMETRICS ASSESSMENT
We'll assess a representative sample of your operational telemetry to identify where LeanMetrics could reduce unnecessary downstream processing — and the potential impact on your observability and AI costs.
