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AI manager for your agent teams

Turn manual debugging into automated self-healing loop — evaluate, optimize and scale your AI workflows effortlessly.

Get in touch

Get in touch

Learn more

Learn more

Built by engineers from

Our Services

Your AI can improve itself.

Our AI agent learns your business goals to analyze entire trace corpora, identify root causes, frequency of issues, and curate datasets for targeted improvements—all at scale

AI diag agent

Stop drowning in logs

Our AI learns your success metrics, masters your topline goals, then dives into traces to surface problems — freeing engineers from endless log reviews.

Privacy Compliant

Human-in-the-loop

What can I help with?

Any issue with your agents?

|

Add traces

Analyze

Research

Graph trends

What can I help with?

Any issue with your agents?

|

Add traces

Analyze

Research

Graph trends

What can I help with?

Any issue with your agents?

|

Add traces

Analyze

Research

All Metrics

Evaluation in progress…

  • Tirage missed questions

    242 / 1200 traces completed

  • Doctor scribing accuracy

    All traces completed

  • Low efficiency tool calls

    Cancelled by user

  • LLM standard criteria list

    70% checked

  • After-test cleanup

    Scheduled

All Metrics

Evaluation in progress…

  • Tirage missed questions

    242 / 1200 traces completed

  • Doctor scribing accuracy

    All traces completed

  • Low efficiency tool calls

    Cancelled by user

  • LLM standard criteria list

    70% checked

  • After-test cleanup

    Scheduled

All Metrics

Evaluation in progress…

  • Tirage missed questions

    242 / 1200 traces completed

  • Doctor scribing accuracy

    All traces completed

  • Low efficiency tool calls

    Cancelled by user

  • LLM standard criteria list

    70% checked

  • After-test cleanup

    Scheduled

Scalable Evaluation

Evaluation at scale

Scale evaluations across all your data and metrics: AI uncovers issue frequency and system-wide regressions. No need to build a golden test set for each of your metrics.

Prod data

Data curation automation

Trajectory analysis

End-to-end understanding

Go beyond single components: Our AI maps full trajectories, catching hidden propagations and emergent behaviors before they derail your system.

Automated metric creation

Cross-component

Found critical inefficiency

Here is a trajectory of the error

Full trace view

Critical: Inefficient tool call chains

4% traces affected

Trajectory

1

2

3

4

5

6

7

Patient video call

+08:02:30

Custom automation

+08:03:01

Found critical inefficiency

Here is a trajectory of the error

Full trace view

Critical: Inefficient tool call chains

4% traces affected

Trajectory

1

2

3

4

5

6

7

Patient video call

+08:02:30

Custom automation

+08:03:01

Found critical inefficiency

Here is a trajectory of the error

Full trace view

Critical: Inefficient tool call chains

4% traces affected

Trajectory

1

2

3

4

5

6

7

Patient video call

+08:02:30

Custom automation

+08:03:01

Fixes deploying

Triage

Scribe

Summarization

Data

Finetune

Deploy

Fixes deploying

Triage

Scribe

Summarization

Data

Finetune

Deploy

Fixes deploying

Triage

Scribe

Summarization

Data

Finetune

Deploy

Automated improvement

Self-healing and self-improving

Deploy online verifiers for real-time fixes and offline pipelines for continuous fine-tuning, using diag-curated data to evolve your AI system autonomously.

Fintune

Distillation

Online self-correct

Our Process

Our Simple, Smart, and Scalable Process

Tools so easy, you won't even notice them.

Step 1

Tell our AI your goals

Objectives, not metrics. Our AI will help you build, record and improve the metrics based on what matters to your workflow as a whole.

Diag agent

Your Agents

Diag agent

Your Agents

Step 2

Evals on your prod data

No need to build test sets. Our AI will analyze your data and find the most at-risk samples for a problem, or run all your metrics on all your data at once.

Analyzing current workflow..

Compliance

Trajectory analysis

Criteria checklist

Standard check

Repetativeness

Analyzing current workflow..

Compliance

Trajectory analysis

Criteria checklist

Standard check

Repetativeness

Step 3

Get holistic analysis and fix

Our agent analyzes the entire trajectory of your AI agents, spotting propagated errors, emergent behaviors, and cascading effects that most traditional tools miss.

  • class AutomationTrigger:
    def __init__(self, threshold):
    self.threshold = threshold
    self.status = "inactive"

    def check_trigger(self, value):
    if value > self.threshold:
    self.status = "active"
    return "Automation triggered!"
    else:
    return "No action taken."
    def get_status(self):
    return f"Status: {self.status}"

  • class AutomationTrigger:
    def __init__(self, threshold):
    self.threshold = threshold
    self.status = "inactive"

    def check_trigger(self, value):
    if value > self.threshold:
    self.status = "active"
    return "Automation triggered!"
    else:
    return "No action taken."
    def get_status(self):
    return f"Status: {self.status}"

  • class AutomationTrigger:
    def __init__(self, threshold):
    self.threshold = threshold
    self.status = "inactive"

    def check_trigger(self, value):
    if value > self.threshold:
    self.status = "active"
    return "Automation triggered!"
    else:
    return "No action taken."
    def get_status(self):
    return f"Status: {self.status}"

  • class AutomationTrigger:
    def __init__(self, threshold):
    self.threshold = threshold
    self.status = "inactive"

    def check_trigger(self, value):
    if value > self.threshold:
    self.status = "active"
    return "Automation triggered!"
    else:
    return "No action taken."
    def get_status(self):
    return f"Status: {self.status}"

Step 4

Continuous Optimization

No more manual data wrangling. Online self-correction or offline finetuning, we curate the data for you. It's self-healing AI, and you can just focus on what truly matters to you.

Chatbot agent

Tool call will increase by 20%

Workflow agent

Update available..

Sales agent

Up to date

Chatbot agent

Tool call will increase by 20%

Workflow agent

Update available..

Sales agent

Up to date

FAQs

We’ve Got the Answers You’re Looking For

Quick answers to your self-healing AI questions.

How does Zuhand differ from traditional observability solutions?

How does the diagnostics agent learn my business objectives?

How do you ensure data security and compliance?

How easy is it to integrate Zuhand into my existing AI workflows?

When can I try Zuhand, and how do I get started?

How does Zuhand differ from traditional observability solutions?

How does the diagnostics agent learn my business objectives?

How do you ensure data security and compliance?

How easy is it to integrate Zuhand into my existing AI workflows?

When can I try Zuhand, and how do I get started?

Let AI manage your agent workforce so you can scale faster

Book a Call Today and Start Automating

Book a demo

Book a demo

© 2025 Zuhand Inc. All right reserved

© 2025 Zuhand Inc. All right reserved