Free · 2 minutes · 8 questions

AI & Platform Readiness Scorecard

For tech companies and product teams. Eight questions. Instant score across platform, AI delivery, security and governance, with top risks and next actions.

Question 1 of 8

What best describes your company?

Early-stage product team, under 30 people Growth-stage tech company, 30-150 people Mid-market product org, 150-500 people Larger than 500 people

Which sector are you closest to?

Digital health / health-adjacent software Fintech / regulated enterprise software SaaS / marketplace Something else

Where is your platform today?

VMs, Heroku or a PaaS; no Kubernetes yet Kubernetes exists, but it grew ad hoc and one person understands it Kubernetes with some automation, but upgrades and incidents still hurt Solid platform: GitOps, observability, tested upgrades

How do deploys feel right now?

Painful: manual steps, deploy freezes, rollbacks are scary Working but slow; releases queue behind one team or person Mostly automated, occasional surprises Fast and boring: many small releases, tested rollback

Where is AI in your product?

Exploring; nothing shipped A feature or copilot shipped quickly; it works but nobody trusts it fully AI in production with real users, scaling questions emerging Agents / complex workflows in production or close to it

How do you evaluate and control AI behaviour?

We don't, beyond manual spot checks Some prompt tests; no systematic evaluation Evaluation suite exists; guardrails partly in place Evaluations, guardrails and human oversight are standard practice

When did someone last try to break your platform on purpose?

Never, or not that we know of A pen test more than a year ago Tested within the last year Regular testing including cloud/K8s, findings tracked to closure

What's the outside pressure right now?

Pick the strongest one.

Enterprise customers sending security questionnaires Audit or certification deadline (ISO 27001, SOC 2, CPS 234) A recent incident or near-miss Board or investor pressure on AI, cost or reliability No acute pressure; we want to get ahead of it

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