Watchtower

Private Maintenance Agent

Runs inside your environment. Your code, credentials, data, and internal tools stay private. The maintenance agent only has access to the tools your firm explicitly enrolls.

Your AI tools are working.

6 internal tools monitored · 99.7% workflow health

Live monitoring

Founder Research Agent

Healthy
99.9%

Last checked 3 minutes ago

Portfolio Update Analyzer

Healthy
99.8%

Last checked 4 minutes ago

LP Briefing Tool

Healthy
99.6%

Last checked 2 minutes ago

Deal Memo Generator

Attention Required
89.2%

Issue detected

Thesis Monitor

Healthy
—

Last checked moments ago

Founder Call → CRM

Healthy
—

Last checked moments ago

Active issue

Deal Memo Generator

Attention RequiredDetected before failure

Authentication issue detected

Watchtower detected that the CRM integration's authentication configuration will expire in approximately 6 days.

Potential impact

New company information may stop syncing into the Deal Memo Generator.

Current user impact

None

AI Diagnosis

Likely cause

Authentication requirements changed following an API policy update.

Confidence: 94%

Affected component

CRM → Deal Memo Generator

Other tools affected

None detected

Proposed Fix

Watchtower has prepared a fix.

  1. 01

    Update authentication configuration

  2. 02

    Refresh approved credentials

  3. 03

    Run CRM synchronization test

  4. 04

    Run Deal Memo regression tests

  5. 05

    Verify data integrity

  6. 06

    Resume monitoring

Major fixes are never deployed without your approval.

How it works

Maintenance Agents

Three specialized agents work in sequence: one watches, one explains, one repairs.

MonitorDiagnoseMaintainVerify

Monitor Agent

Continuously checks:

  • APIs
  • Webhooks
  • Authentication
  • Dependencies
  • Model availability
  • Database connections
  • Workflow success rates
  • Performance

Diagnose Agent

When something changes, determines:

  • What broke?
  • What changed?
  • Which workflows are affected?
  • Is this a known failure pattern?

Maintenance Agent

Handles remediation:

  • Prepares fixes.
  • Runs tests.
  • Requests approval when necessary.
  • Deploys approved changes.
  • Verifies the workflow afterward.

Learning

Known Failure Patterns

Watchtower learns from recurring maintenance patterns. When a known failure appears again, diagnosis and remediation become faster.

Expired Authentication

Detected 7 times

Average resolution: 3 minutes

API Schema Drift

Detected 4 times

Average resolution: 8 minutes

Broken Webhook

Detected 11 times

Average resolution: 2 minutes

Rate Limit Change

Detected 3 times

Average resolution: 6 minutes

Model Output Drift

Detected 5 times

Average resolution: 12 minutes

Dependency Update

Detected 6 times

Average resolution: 9 minutes

Beyond uptime

AI Quality Health

Watchtower monitors more than whether the software technically runs. AI applications can fail quietly, without ever crashing.

Deal Memo Generator

Technical Health

Healthy

Output Quality

Degrading

Citation accuracy dropped from 98% → 91% over the past 14 days.

Possible cause

Recent model update changed response behavior.

Recommendation

Run evaluation suite against previous model configuration.

Citation accuracylast 14 days
98%91%

Privacy

What Watchtower Can See

Watchtower only monitors what you explicitly authorize. Nothing is enrolled by default.

Founder Research Agent

Code
✓
Logs
✓
API status
✓
Production data
✕
Credentials
Encrypted access only

LP Briefing Tool

Code
✓
Logs
✓
API status
✓
LP documents
✕

Record

Maintenance History

  1. Today

    CRM authentication issue detected before failure

  2. 3 days ago

    Thesis Monitor API latency increased

    Automatically diagnosed

    No intervention required

  3. 12 days ago

    Portfolio Analyzer webhook failed

    Known pattern detected

    Fix approved and deployed

  4. 28 days ago

    Deal Memo prompt evaluation detected output regression

    Previous prompt restored

Summary

This Month

24,891

workflow runs

99.7%

successful

7

issues detected

5

resolved automatically

2

required human approval

0

user-facing outages

Estimated downtime prevented

11.4 hours