Fluency · Sondera Studios

How fluent is your team with AI?

Choose from an industry-standard baseline or a fully bespoke sandbox — both built to surface how your people actually work with AI, in real scenarios from their world. Less theory, more practice.

Request access See the product

Real scenariosSame scoring, every timeBuilt for hiring & growth

Alex Rivera

Senior PM candidate

Proficient

Overall

Baseline · 44

/100 · +18

Emerg.Devel.Profic.Except.

By module

Live AI collaboration18/25
AI judgment scenarios12/15
Verification challenge9/15
Workflow architect4/5
Error trace5/10

Sandbox · 5 modules · 22 minView report →

Sample report

AI literacy

is the new baseline.

shows in the work.

shapes how teams hire.

shapes how teams grow.

can’t be faked.

tailors to your org.

is measurable.

starts with Fluency.

is the new baseline.

shows in the work.

shapes how teams hire.

shapes how teams grow.

can’t be faked.

tailors to your org.

is measurable.

starts with Fluency.

What it is

Fluency is a baseline test of AI capability at work. Sandbox lets you customise it for your org — module by module, scenario by scenario.

01Real-world tasks — not multiple choice.
02Evidence-backed scoring you can read.
03One link. One sitting. Same standard for everyone.

How it works

Three steps from invite to insight.

A clean path for the candidate. A clear signal for you.

Step 01

Invite

Send candidates a single link. They complete the assessment in one sitting — no scheduling, no prep.

Step 02

Assess

Real-world scenarios test how they actually work with AI — collaboration, judgement, risk, critical thinking.

Step 03

Report

Evidence-backed scoring delivers dimension-level insight. Review a candidate in under ten minutes.

Sandbox setup · North Sales

Drafting

Build your assessment

Modules · 5 selected

✓Live AI collaboration

✓Judgement scenarios

✓Verification

✓Workflow architect

✓Error trace

Add module +

Scenarios from your sector

Healthcare · sample

“A patient is being discharged after a complex 12-day stay. Draft the GP handover summary covering admission, complications, current meds, and follow-up plan.”

Est. 22 min · Tailored to North SalesPreview →

Sandbox mode

Sandbox

Or build it your way.

Sandbox mode lets you assemble an assessment around the work your org actually does. Pick the modules that matter, anchor every scenario in your sector, and weight the scoring to your priorities.

→
Modules of your choosing.
Add or remove anything from the standard set. Build a short focus test or a deep diagnostic.
→
Scenarios from your world.
Healthcare, legal, sales, engineering — pull scenarios from the sector your candidates will actually work in.
→
Scoring that matches your priorities.
Weight every dimension to reflect what actually matters in your work — accuracy, judgement, tone, speed.

Build a sandbox

Explore Fluency