Frequently Asked Questions
What is AI workflow remediation?
AI workflow remediation is the process of diagnosing and repairing AI systems that are producing inconsistent, unreliable, or degraded output.
How is this different from hiring an AI agency?
TypoScripting is a specialist practice focused on fixing what already exists. We lead with a diagnostic audit rather than a proposal for new work.
What does a Discovery Audit include?
A 2-3 day diagnostic covering prompt and workflow inventory, failure point identification, and a prioritized remediation plan.
How long does a typical engagement take?
Discovery Audit: 2-3 days. Prompt Fix: 1-2 weeks. Workflow Overhaul: 3-6 weeks. Full System Rebuild: project-scoped after audit.
Do you work with specific AI tools?
TypoScripting works across ChatGPT, Claude, Gemini, Zapier, Make, n8n, and custom API tooling. The methodology is tool-agnostic.
What if we need a full rebuild?
If the audit determines a full rebuild is right, we say so with evidence.
Can you work with our existing team?
Yes. Most engagements involve working alongside the team that built the existing system.
What industries do you work with?
TypoScripting works across industries. The failure modes we fix appear in the same patterns everywhere.
How do we know if our AI workflow is broken?
Five indicators: inconsistent outputs, constant manual correction, breaks when others run it, unexplainable prompts, and quiet quality degradation.