Reliability and failure points
Trace fragile handoffs, silent failures, exception paths and the operational work still happening around the automation.
AI systems audit — for automations already in use
Know what your AI is really doing.
Bring the agents, automations and AI-assisted workflows already in use. We’ll examine where they are reliable, where risk is hiding and what deserves attention next.
✓Starts with a free 20-minute intake. Human-reviewed across workflow, data, cost, controls and operational ownership.
Start with context, not a sales pitch
A useful first response starts with four answers.
Share enough for us to understand the situation. Deeper project details are optional.
✓
Tool-neutral reviewn8n, Make, Zapier, custom agents or mixed stacks.
✓
Operational, not theatricalWe focus on how the system behaves in real work.
✓
Prioritized findingsThe important fixes come before the interesting extras.
What you get
A clearer view of the systems already working for you.
Focused observations, clear tradeoffs and a useful next step shaped around the request you send.
Data and human controls
Review sensitive inputs, permissions, approvals, logging and the points where people need to stay accountable.
Cost and maintainability
Separate useful spend from duplicated tools, unnecessary model calls and setups only one person can safely change.
How it works
A direct route to a useful next step.
No long discovery form, generic report or oversized commitment before we understand the opportunity.
Map what is live
Identify the agents, automations, data sources, owners and business outcomes involved.
Inspect the system
Review logic, integrations, controls, failure handling, observability and cost drivers.
Prioritize the fixes
Leave with a practical order of action: protect, repair, simplify, scale or retire.
Nothing live yet?
Find the first workflow worth automating.
The Workflow Fit Assessment is the better starting point when you have a repeated task or bottleneck but have not yet decided what to build.
Explore the Workflow Fit AssessmentRelated capabilities
When the first useful step becomes a build.
The first step stands on its own. If deeper work is useful, these are the capabilities most closely connected to it.
AI & Automation
Practical automation and AI-assisted workflows connected to real business processes.
Explore service
Custom Software
Purpose-built platforms, portals and operational tools shaped around how your business works.
Explore service
Cloud & DevOps
Reliable environments, release pipelines and integrations that support confident product growth.
Explore serviceGood to know
Questions before you send the request.
Which AI systems can you review?
We can review workflows built across n8n, Make, Zapier, CRMs, collaboration tools, custom applications, model APIs and agent setups including OpenClaw and Hermes. The audit is based on the system and the business process, not a preferred vendor.
Is this a security certification?
No. It is an operational and technical review, not a formal compliance certification or penetration test. Where specialist security or legal review is warranted, we will say so clearly.
Do you need access to production systems?
Not for the first conversation. We begin with your architecture, workflow and concerns. Any later access is agreed explicitly, scoped narrowly and handled according to the system involved.
What happens after the review?
You receive a prioritized view of what to protect, repair, simplify, scale or retire. You can act on it internally or ask Peach Coders to scope the next phase.
Let's make it real
Already trusting AI with real work?
Let’s make sure the system is reliable, controlled and worth the cost.