The complete GenAI platform for teams scaling AI
A clear path to reliable AI
A clear path to reliable AI
A clear path to reliable AI
A clear path to reliable AI
Production failures become clear signals. Signals become fixes.
80%
80%
Fewer critical errors reaching production
Fewer critical errors reaching production
8x
8x
Faster prompt iteration using GEPA (Agrawal et al., 2025)
25%
25%
Accuracy increase in the first 2 weeks
Accuracy increase in the first 2 weeks
AI
behaviour
drifts.
Small
prompt
changes
break
products
in
unexpected
ways,
results
get
worse
and
it's
hard
to
tell
why.
Teams
keep
tweaking,
shipping
while
hoping
the
system
still
works.
AI
behaviour
drifts.
Small
prompt
changes
break
products
in
unexpected
ways,
results
get
worse
and
it's
hard
to
tell
why.
Teams
keep
tweaking,
shipping
while
hoping
the
system
still
works.
AI
behaviour
drifts.
Small
prompt
changes
break
products
in
unexpected
ways,
results
get
worse
and
it's
hard
to
tell
why.
Teams
keep
tweaking,
shipping
while
hoping
the
system
still
works.
AI
behaviour
drifts.
Small
prompt
changes
break
products
in
unexpected
ways,
results
get
worse
and
it's
hard
to
tell
why.
Teams
keep
tweaking,
shipping
while
hoping
the
system
still
works.
AI
behaviour
drifts.
Small
prompt
changes
break
products
in
unexpected
ways,
results
get
worse
and
it's
hard
to
tell
why.
Teams
keep
tweaking,
shipping
while
hoping
the
system
still
works.
AI
behaviour
drifts.
Small
prompt
changes
break
products
in
unexpected
ways,
results
get
worse
and
it's
hard
to
tell
why.
Teams
keep
tweaking,
shipping
while
hoping
the
system
still
works.
From
From
Your AI
Your AI
to reliable
to reliable
Most tools help you see what your AI is doing. The hard part is knowing where it fails and what to change.
Most tools help you see what your AI is doing. The hard part is knowing where it fails and what to change.
Step 1
Observe behavior
See how your AI behaves in production.
Complete traces
Version control
Step 1
Observe behavior
See how your AI behaves in production.
Complete traces
Version control
Step 1
Observe behavior
See how your AI behaves in production.
Complete traces
Version control
Step 1
Observe behavior
See how your AI behaves in production.
Complete traces
Version control
Step 1
Observe behavior
See how your AI behaves in production.
Complete traces
Version control
Step 1
Observe behavior
See how your AI behaves in production.
Complete traces
Version control
Step 1
Observe behavior
See how your AI behaves in production.
Complete traces
Version control
Step 1
Observe behavior
See how your AI behaves in production.
Complete traces
Version control
Step 2
Annotate responses
Provide feedback on responses.
Annotate any trace part
Step 2
Annotate responses
Provide feedback on responses.
Annotate any trace part
Step 2
Annotate responses
Provide feedback on responses.
Annotate any trace part
Step 2
Annotate responses
Provide feedback on responses.
Annotate any trace part
Step 2
Annotate responses
Provide feedback on responses.
Annotate any trace part
Step 2
Annotate responses
Provide feedback on responses.
Annotate any trace part
Step 3
Discover failure modes
Latitude groups feedback to surface recurring failure patterns.
Automatic issue discovery
Escalation alerts
Step 3
Discover failure modes
Latitude groups feedback to surface recurring failure patterns.
Automatic issue discovery
Escalation alerts
Step 3
Discover failure modes
Latitude groups feedback to surface recurring failure patterns.
Automatic issue discovery
Escalation alerts
Step 3
Discover failure modes
Latitude groups feedback to surface recurring failure patterns.
Automatic issue discovery
Escalation alerts
Step 3
Discover failure modes
Latitude groups feedback to surface recurring failure patterns.
Automatic issue discovery
Escalation alerts
Step 3
Discover failure modes
Latitude groups feedback to surface recurring failure patterns.
Automatic issue discovery
Escalation alerts
Step 4
Evaluate for failures
The system builds evals around real failure modes automatically.
Validator generator
Experiments
Step 4
Evaluate for failures
The system builds evals around real failure modes automatically.
Validator generator
Experiments
Step 4
Evaluate for failures
The system builds evals around real failure modes automatically.
Validator generator
Experiments
Step 4
Evaluate for failures
The system builds evals around real failure modes automatically.
Validator generator
Experiments
Step 4
Evaluate for failures
The system builds evals around real failure modes automatically.
Validator generator
Experiments
Step 4
Evaluate for failures
The system builds evals around real failure modes automatically.
Validator generator
Experiments
Step 5
Optimize automatically
Prompts are automatically optimized and evaluated to reduce failures before hitting production.
Prompt optimizer
Continuous prompt evaluation
Step 5
Optimize automatically
Prompts are automatically optimized and evaluated to reduce failures before hitting production.
Prompt optimizer
Continuous prompt evaluation
Step 5
Optimize automatically
Prompts are automatically optimized and evaluated to reduce failures before hitting production.
Prompt optimizer
Continuous prompt evaluation
Step 5
Optimize automatically
Prompts are automatically optimized and evaluated to reduce failures before hitting production.
Prompt optimizer
Continuous prompt evaluation
Step 5
Optimize automatically
Prompts are automatically optimized and evaluated to reduce failures before hitting production.
Prompt optimizer
Continuous prompt evaluation
Step 5
Optimize automatically
Prompts are automatically optimized and evaluated to reduce failures before hitting production.
Prompt optimizer
Continuous prompt evaluation
Everything needed
for reliable AI
Everything needed
for reliable AI
As components of a single system that turns real usage into better AI behavior
Observability
Capture real inputs, outputs, and context from live traffic to understand what your system is actually doing
Human feedback
Annotate responses with real human judgment. Turn intent into a signal the system can learn from.
Error analysis
Automatically group failures into surface recurring issues, see breaks down points across users and use cases.
Versioning & tracking
Track prompt versions, eval results, and reliability trends over time. Know why things improved — or didn’t.
Evals
Convert real failure modes into evals that run continuously & catch regressions before they reach users.
Prompt playground
Test prompt changes against real evals, then let the system optimize prompts automatically to reduce failures over time.
Observability
Capture real inputs, outputs, and context from live traffic to understand what your system is actually doing
Observability
Capture real inputs, outputs, and context from live traffic to understand what your system is actually doing
Observability
Capture real inputs, outputs, and context from live traffic to understand what your system is actually doing
Human feedback
Annotate responses with real human judgment. Turn intent into a signal the system can learn from.
Human feedback
Annotate responses with real human judgment. Turn intent into a signal the system can learn from.
Human feedback
Annotate responses with real human judgment. Turn intent into a signal the system can learn from.
Failure discovery
Automatically group failures into surface recurring issues, see breaks down points across users and use cases.
Failure discovery
Automatically group failures into surface recurring issues, see breaks down points across users and use cases.
Failure discovery
Automatically group failures into surface recurring issues, see breaks down points across users and use cases.
Versioning & tracking
Track prompt versions, eval results, and reliability trends over time. Know why things improved — or didn’t.
Versioning & tracking
Track prompt versions, eval results, and reliability trends over time. Know why things improved — or didn’t.
Versioning & tracking
Track prompt versions, eval results, and reliability trends over time. Know why things improved — or didn’t.
Evals
Convert real failure modes into evals that run continuously & catch regressions before they reach users.
Evals
Convert real failure modes into evals that run continuously & catch regressions before they reach users.
Evals
Convert real failure modes into evals that run continuously & catch regressions before they reach users.
Prompt playground
Test prompt changes against real evals, then let the system optimize prompts automatically to reduce failures over time.
Prompt playground
Test prompt changes against real evals, then let the system optimize prompts automatically to reduce failures over time.
Prompt playground
Test prompt changes against real evals, then let the system optimize prompts automatically to reduce failures over time.
Get started now
Start with visibility.
Grow into reliability.
Start the reliability loop with lightweight instrumentation. Go deeper when you’re ready.
Start the reliability loop with lightweight instrumentation. Go deeper when you’re ready.
View docs
import { LatitudeTelemetry } from '@latitude-data/telemetry' const telemetry = new LatitudeTelemetry(LATITUDE_API_KEY) await telemetry.capture({ prompt: 'my-prompt', projectId: LATITUDE_PROJECT_ID }, async () => { // Your existing code } )
Instrument once
Add OTEL-compatible telemetry to your existing LLM calls to capture prompts, inputs, outputs, and context.
This gets the loop running and gives you visibility from day one
Learn from production
Review traces, add feedback, and uncover failure patterns as your system runs.
Steps 1–4 of the loop work out of the box
Go further when it matters
Use Latitude as the source of truth for your prompts to enable automatic optimization and close the loop.
The full reliability loop, when you’re ready
Get started for free
Build AI
you can trust
Build AI
you can trust
Make reliability a default property of your AI systems, no matter the provider.
Frequently asked questions
What is Latitude?
What is Latitude?
What is Latitude?
What is Latitude?
What is Latitude?
How can I see where my AI fails in production?
How can I see where my AI fails in production?
How can I see where my AI fails in production?
How can I see where my AI fails in production?
How can I see where my AI fails in production?
Is it easy to set up evals in Latitude?
Is it easy to set up evals in Latitude?
Is it easy to set up evals in Latitude?
Is it easy to set up evals in Latitude?
Is it easy to set up evals in Latitude?
How does Latitude turn AI failures into improvements?
How does Latitude turn AI failures into improvements?
How does Latitude turn AI failures into improvements?
How does Latitude turn AI failures into improvements?
How does Latitude turn AI failures into improvements?
Does Latitude work with our existing stack?
Does Latitude work with our existing stack?
Does Latitude work with our existing stack?
Does Latitude work with our existing stack?
Does Latitude work with our existing stack?