Broken AI workflows
Workflows stop, fail unpredictably, or require repeated manual intervention.
AI workflow recovery, agent security, and production reliability
IT Chefs helps founders and technical teams diagnose failing AI automations, tighten agent permissions, and build the monitoring, approvals, and recovery paths needed for dependable operations.
Founder-led cybersecurity and AI automation practice. Virginia-based.
24-Hour AI Workflow Blast Radius Audit starting at $499. Final scope is confirmed before work begins.
Problems we fix
Workflows stop, fail unpredictably, or require repeated manual intervention.
APIs, credentials, schemas, or integrations change and disrupt production.
A workflow appears successful but produces missing, incomplete, or untrustworthy results.
Agents can read, change, or trigger more than their assigned task requires.
Tokens, service accounts, and inherited permissions accumulate without clear ownership.
Approval points, workflow ownership, audit evidence, and escalation responsibilities are unclear.
Monitoring, retries, fallbacks, rollback, and recovery procedures are missing or untested.
Core services
01 / RELIABILITY
Diagnose and repair failing n8n, API, and AI-powered workflows. Add validation, error handling, alerts, and recovery paths that reduce silent failures.
02 / ACCESS
Map what agents and integrations can read, change, and trigger. Identify excessive permissions, credential exposure, unsafe tool access, and missing human approvals.
03 / OPERATIONS
Establish ownership, approval boundaries, audit trails, health signals, and change controls for AI workflows operating in production.
Service ladder
Free / Coming soon
A practical self-assessment for ownership, access, testing, monitoring, and recovery readiness.
Request the scorecardLow-cost
One AI tool, one business use case, and a bounded review of data, access, vendor, and approval risks.
A focused pre-launch check of ownership, expected outcomes, testing, error handling, monitoring, and recovery.
Signature audit
Identify failure points, access exposure, recovery gaps, and the actions that matter first.
Starting at $499
Implementation
Retainer
Monitoring scope is defined after workflow telemetry, response boundaries, and escalation procedures are understood.
Signature offer
A focused review of one high-priority workflow to identify where it can fail, what its agents and integrations can access, and what to fix first.
Starting at $499
24-hour delivery target after scope and required access are confirmed.
Agents, tools, integrations, data paths, owners, and business dependencies in the agreed scope.
What agents and integrations can read, change, trigger, and approve.
Error paths, validation, alerting, human escalation, fallback, rollback, and recovery gaps.
Recommended actions ordered by business impact, urgency, and implementation effort.
Evidence library
Clearly labeled placeholder
Case studies will be added after client approval and identifying details are removed.
Clearly labeled placeholder
Example workflow walkthroughs are in development using owned or explicitly approved environments.
Clearly labeled placeholder
Reference diagrams are being prepared for agent boundaries, approval paths, monitoring, and recovery patterns.
Internal IT Chefs brand mark
Founder-led technical review
Founder, IT Chefs
Cybersecurity engineer and AI automation specialist with 15+ years of experience helping organizations improve workflow reliability, automation governance, and operational security.
Connect with Aaron on LinkedInSecondary resource bridge
CyberHouse publishes practical checklists, guides, and tools for AI automation, cybersecurity, and operational readiness.
Frequently asked questions
IT Chefs helps founders and technical teams recover unreliable AI workflows, review what agents and integrations can access or change, and improve production monitoring, governance, and recovery.
An AI workflow reliability audit reviews how a workflow operates, where it can fail, what data and tools it uses, how errors are detected, and whether the team can recover safely.
The audit is for founders, operators, and technical teams using AI agents, n8n, APIs, webhooks, or connected automations that are unreliable, business-critical, or operating with unclear access boundaries.
Yes. IT Chefs can diagnose and repair broken or unreliable n8n workflows within an agreed scope, including failed nodes, integration errors, credential issues, validation, alerting, and recovery paths.
An agent access review maps what an agent can read, change, and trigger. It examines credentials, tools, data paths, permissions, ownership, and where human approval should be required.
The 24-Hour AI Workflow Blast Radius Audit starts at $499. Final scope and price are confirmed before work begins.
Complete the contact form with your company, workflow, current problem, urgency, and expected budget. IT Chefs will review the request for fit and scope before scheduling a discovery conversation.
Ongoing AI workflow reliability monitoring may be available after the workflow, telemetry, response boundaries, and escalation process are defined.
Start the conversation
Share enough context to evaluate fit. Do not include passwords, API keys, tokens, customer data, or other sensitive information.
What happens after submission? Your request is reviewed for fit and scope. A discovery conversation is the next step when the engagement appears aligned.
Prefer LinkedIn? Visit the IT Chefs company page.