Kalibr is the self-healing harness for AI agents.

Kalibr lets AI agents fix themselves as they run by fixing model, tool or prompt failures in real time. No redeploy, no downtime, and no human in the loop.

Start free Talk to sales

5,000 decisions free per month · No credit card required

Works with the tools and agents you already use
OpenAI Anthropic Google DeepSeek Hugging Face LangChain CrewAI OpenAI Agents SDK 🦞 OpenClaw
dashboard.kalibr.systems / agents
Workspace
Agents
Analytics
Billing
Settings
Agents
Live
Total Agents
7
Total Decisions
4,821
Heals by Kalibr
143
Automated interventions
Cost Saved
$38.42
vs. always GPT-4o
Avg Reliability
96.2%
Across all agents
All Agents
7 agents · click to drill in
Goal
Status
Decisions
Success
research
Active
1,240
97.1%
outreach_generation
Active
890
94.8%
code_generation
Active
720
98.3%
summarization
Active
610
99.1%
lead_scoring
No data
—
—
96%
success on 20+ step pipelines
247k+
production outcomes improving execution
75%
lower cost per run

What truly autonomous agents look like.

Before

You prompt one model, inspect the output, hand it to the next tool, retry when something breaks, and supervise the workflow all the way through.

->Step 1 succeeds
->Step 2 succeeds
xStep 3 fails — model timeout
xPipeline halts
xYou get paged at 2am
xSteps 4–14 never run
After

You give your agent the whole job once. Kalibr handles the model choices, tool handoffs, checks, and recovery steps underneath — you get a finished result instead of managing the workflow yourself.

->Step 1 succeeds
->Step 2 succeeds
!Step 3 fails — Kalibr catches it
~Retried on Claude Sonnet — succeeds
->Steps 4–14 continue uninterrupted
+You come back to a finished result
What you get

Everything that keeps a pipeline
from reaching the finish line.

Jobs that actually finish
A long chain of model calls and tool handoffs becomes one finished result. Not a partial output that stops at the first failure.
Better model choices per step
Kalibr selects the path most likely to work for each step instead of defaulting to one model for the whole job.
Failures caught before they cascade
Bad output, provider timeouts, and broken handoffs are handled automatically. The rest of the job continues.
Less manual intervention
Stop checking intermediate outputs, retrying broken steps, and stitching workflows together by hand.
Lower cost per run
Premium models where they matter. Efficient paths where they perform just as well. 75% lower cost on average.
Full trace visibility
Every model call, routing decision, and recovery step is logged. Know exactly what happened and why.
Shared learning

Your agent starts smarter every run.

Kalibr improves execution using learned performance data from prior runs across the network, so your agent starts smarter than one relying only on its own local history.

Every run teaches Kalibr which model and tool paths work for different kinds of tasks. Better choices, better recovery, better results over time.

Task type
Best model
Success
research
Claude Sonnet
94%
code_gen
GPT-4o
96%
summarization
DeepSeek V3
98%
lead_scoring
Llama 3.3
91%
outreach_gen
Claude Sonnet
89%
247,000+ outcomes · live production data
Pricing

Start free. Scale as volume grows.

Usage-based pricing for teams that want their agents to complete more real work with less manual intervention.

Free
$0
/ month
  • 5,000 decisions / mo
  • 50,000 traces / mo
  • Adaptive routing
  • Full tracing
  • 1-year retention
Start free
Popular
Starter
$29
/ month
  • 100,000 decisions / mo
  • 1M traces / mo
  • Everything in Free
  • Unlimited retention
  • Email support
Get started
Pro
$149
/ month
  • 2M decisions / mo
  • 20M traces / mo
  • Everything in Starter
  • Dedicated support
  • 99.9% SLA
Get started
Enterprise
Custom
 
  • Unlimited volume
  • Dedicated infra
  • SSO + RBAC + audit logs
  • 99.99% SLA
  • Custom retention
  • Slack support + BAA
Contact sales

Make your agents autonomous.

Connect Kalibr once. Your agent runs end-to-end workflows without human oversight.

Start free Talk to sales