English preparation built for how companies actually work
SmallTalk2Me offers AI-powered English proficiency testing for corporate clients. The B2B English Preparation course was designed as a companion to those tests — a structured learning path to help employees build the specific vocabulary and communication patterns tested on the platform.
Corporate clients needed a course interface that employees could navigate independently, with clear progress tracking so managers could see adoption without micromanaging.
Navigation clarity as the primary design goal
Research on existing corporate training platforms (Coursera for Business, LinkedIn Learning, internal LMS tools) revealed a consistent problem: navigation friction. Employees weren't abandoning courses because the content was bad — they were abandoning them because they couldn't find their place, didn't know how much was left, or felt overwhelmed by too many simultaneous choices.
The design solution centered on three principles:
- One thing at a time — each lesson screen shows only the current module, not the full course map. The full structure is accessible but not always visible.
- Persistent progress — a progress bar and lesson count are always visible, making effort feel finite and trackable
- Integrated assessment — proficiency check questions appear inline within lessons, not as a separate "test mode" that breaks the learning flow
Rethinking how the system communicated uncertainty
One specific refinement was how the interface surfaced assessment caveats — moments where a score was generated but might not be fully reliable, such as when a user skipped a task.
Score may be inaccurate
Task #1 was skipped — completing it will give you a more reliable result.
The original relied on color alone to signal the warning, and merged the problem and explanation into a single flat line. The redesign separates the heading from the detail, adds an icon so the meaning is color-independent, and switches to amber — the semantic convention for non-blocking warnings rather than errors.
Strong adoption from corporate clients
The course launched to positive reception from enterprise clients, particularly for its structural clarity and the integration of assessment within the learning flow. Adoption by corporate clients increased post-launch, and the course became part of SmallTalk2Me's standard B2B onboarding package for new accounts.
