Skip to content
TheFrontierForge
Free self-check · No sign-up

Is your AI workflow ready for production?

Answer fourteen questions and get a readiness profile across the seven gates a workflow has to clear to run in production. It is a free self-check. The paid Production Readiness Assessment is the same gates, run on your real systems by our engineers.

Everything runs in your browser. Nothing you answer is sent anywhere.

Fig. 01 · Why production is the barSurvey data
Firms regularly using AI in at least one function02~88%
Firms reporting minimal or no value from it01~60%
Firms achieving significant enterprise-wide impact02~6%

The gap is not model access. It is the production work this check maps: exception handling, review gates, integration, and ownership.

The check

Pick the answer closest to where the workflow is today. There is no login and no right answer to perform for; the report is only as useful as the honesty of the inputs.

Two questions to frame it, then twelve across seven gates.

0 of 14 answered

About the workflow
Which best describes the workflow?
Where is it today?
Data and access
Can the system reach the source data through a permissioned, repeatable path?
Is the data fresh enough for the decision the workflow makes?
Accuracy bar and evals
Is there a written accuracy bar the workflow must clear?
Is there a repeatable eval set a change must pass before it ships?
Human review
Do low-confidence cases route to a person instead of going straight through?
Can a reviewer correct an answer and have the correction stick?
Integration and write-back
Does the output write back into the system of record?
Is the failure path handled when a write is rejected downstream?
Observability and ops
Can you see, trace, and get alerted on the live system in production?
Governance and security
Are access, retention, and audit set in your own tenant, under your keys?
Is it clear what data the workflow may and may not touch?
Ownership and cost
Is there a named owner and a cost ceiling once the launch team moves on?
Scored in your browser

Want the same check run on your real systems?

The Production Readiness Assessment is the paid, engineer-led version: the same gates, measured on your stack, credited to the build if you go ahead.

Book a workflow review
  1. Book a workflow review
  2. Commission a Production Readiness Assessment
  3. Commission the build