Strengthen the leadership example, quantify delivery impact, and prepare a concise system-design story.
AI Career Bridge
Build stronger applications. Practice better interviews.
Réunia Career Bridge connects your career profile, application materials, verified evidence, tailored resume work, mock interviews, coaching, and follow-up actions around each target job.
- One workspace per target job
- Evidence-backed interview preparation
- Mock-interview coaching and progress
Réunia
Application ready
Senior Software Engineer
Application overview
84 / 100
- 01 Refine tailored resume Today
- 02 Practice STAR answer Wed
- 03 Follow up with recruiter Fri
9 Evidence examples
6 Likely questions
3 Improvement actions
One connected career workflow
From target job to stronger interview performance
Every resume version, preparation note, practice session, and improvement action stays connected to the job application it supports.
01Build
Application Builder
Create the application workspace
Add the target job description, resume, company notes, recruiter messages, and relevant evidence.
Build an application02Practice
Interview Preparation
Prepare and run a mock interview
Research likely questions, retrieve verified examples, and record a practice session in the browser.
Practice an interview03Improve
Interview Review
Review, act, and track progress
Evaluate relevance, evidence, structure, clarity, and delivery, then convert coaching into an action plan.
Review progress
Designed around the job application
Keep every career decision in context
Stop treating resumes, interview notes, practice recordings, and follow-ups as disconnected files.
01
Reuse your strongest evidence
Maintain a verified Career Evidence Library of projects, achievements, metrics, and work examples.
02
Prepare for the actual role
Connect the job posting and company context to likely questions, answer guidance, and tailored resume work.
03
Turn coaching into action
Track resume changes, practice needs, applications, recruiter follow-ups, and completed improvements.
Career Bridge workspaces
One product across the application journey
Use only the workspace you need, while every activity remains tied to the selected job application.
Career Profile
Professional background, accomplishments, preferences, constraints, and reusable guidance.
Application Builder
One Application Workspace for the target job, resume, company notes, and recruiter messages.
Interview Preparation
Likely questions, company research, verified evidence, and answer planning.
Adaptive Mock Interview
An AI interviewer transcribes each answer, evaluates its evidence, and asks a relevant follow-up.
Interview Review
Transcript, coaching, and an Interview Scorecard based on five practical dimensions.
Career Action Plan
Resume updates, practice tasks, applications, and recruiter follow-ups.
Impact & Progress
Measure credentials clarified, claims prevented, evidence recovered, alignment gains, interview improvement, and completed actions.
Admin Analytics
Administrator-only product operations and technical incident monitoring.
Product tour
See the connected workflow
Move from application context to practice and measurable improvement.
Application workspace
Collect the right context for one target job
Connect the resume, job posting, company notes, recruiter messages, Career Profile, and verified evidence.
- Application Materials
- Career Profile
- Career Evidence Library
EvidenceApplication materialsCareer profile
Senior Software EngineerTarget application workspace
PDFResume.pdfSource resume✓
TXTJob descriptionTarget role✓
Practice session
Practice with an adaptive AI interviewer
Answer aloud while the interviewer evaluates each response, challenges vague claims, and chooses the next question from what you actually said.
- Six interview formats
- Answer-by-answer transcription
- Adaptive follow-ups and challenges
Adaptive Mock Interview Question 2 of 5
Tell me about that result.Adaptive challenge based on your answer
Coaching loop
Understand what improved and what to do next
Review the transcript and scorecard, then create practical improvement actions for the application.
- Relevance and evidence
- Structure, clarity, and delivery
- Career Action Plan
Interview score84Strong foundation
Built for career transitions
Support for the applications that matter most
Use the same evidence-backed process whether you are advancing, changing industries, or returning to work.
Competitive job applications
Keep role-specific materials, tailored versions, preparation, and follow-ups together.
Application + interviewCareer changers
Translate transferable experience into verified evidence and role-relevant interview stories.
Evidence + positioningReturning professionals
Organize recent learning, earlier achievements, constraints, and confidence-building practice.
Profile + practiceCareer coaching
Use repeatable scorecards and action plans to make improvement visible over time.
Coaching + progress
Responsible interview preparation
Practice support without hidden real-interview assistance
Standard Career Bridge accounts focus on preparation, mock interviews, and post-practice coaching. Restricted Live Interview Assistance can be enabled for administrators and approved groups.
- Practice-only recording — record mock sessions you deliberately start.
- Selected evidence — choose the documents and examples used for coaching.
- No desktop client in the MVP — the browser Adaptive Mock Interview is the supported path.
- Separate administration — operational analytics and incidents remain administrator-only.
Frequently asked questions
What to know before your first application
These answers describe the current Career Bridge MVP.
Still have a question? Contact supportWhat is an Application Workspace?
It is the job-specific workspace connecting the target job, resume, materials, evidence, interview preparation, practice sessions, actions, and status.
Can I reuse my background and evidence?
Yes. Career Profile and Career Evidence Library are reusable, while each application selects only the context relevant to that target role.
Do I need to install a recorder?
No. Adaptive Mock Interview runs in the browser. The Windows Desktop Recorder is excluded from the Career Bridge MVP.
Does Réunia answer questions during a real interview?
No. The product supports preparation, mock interviews, and review. Candidate-facing real-time answer generation is retired.
What does the Interview Scorecard measure?
It evaluates answer relevance, evidence, structure, clarity, and delivery.
Where do improvement tasks go?
Career Action Plan tracks resume changes, practice needs, applications, and recruiter follow-ups.
Build your next application deliberately