A readiness score should not be a vibe. Averil shows which signals were used, where they came from, how recent they are, and how much trust to place in them. It works across software, data, product, ops, business, and customer roles, not just software.
No black box. Every score is a function of inputs you can see, weighted by confidence we publish.
Anonymized but otherwise real. This is what you get for every target role, whether that role sits in software, ops, product, data, or customer work.
Pull together renewal risk, usage, and support notes into one weekly view a team lead could actually use. Save the dashboard and the short writeup. That closes the two biggest gaps and gives you proof you can use in outreach.
Every score comes with a confidence rating from 0 to 1. We would rather tell you we do not know than fake a number.
Multiple signal sources agree, all recent. Act on it.
The shape is right. Specific weights may shift as you ship more.
We're piecing it together from limited evidence. Treat it as a starting point, not a verdict.
You will see not enough signal or a wide error band instead of a fake number.
Official docs, vendor RFCs, certifications, and release notes. The bedrock that doesn't move.
Live read of postings, salary bands, and stack demand, weighted by recency.
How people actually move between roles. Real transitions, not generic ladders.
Replies, interviews, offers, and rejection reasons. The system gets less wrong every week.
Goals, constraints, location, availability, and financial urgency. The plan fits you.
A weighted blend of your profile signals, market signals, career-path data, outcome feedback, and your goals or constraints. Every input is published with its weight.
No. The readiness model covers software, data, product, ops, business, customer, and similar paths. It is not built for licensed fields like medicine or regulated engineering tracks.
Usually because profile data is thin, the target role is unusual, or the market segment is moving quickly. Adding one or two real proofs usually lifts confidence.
Yes. If the market shifts or new signals matter more than the ones you currently show, the score drops and the missing evidence is named.
Get a real readiness report for the role you want, with the math shown and the next move named clearly.