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Roadmap · User Value First

Interview AiBox Product Roadmap

Track shipped milestones, in-progress work, and upcoming features across rehearsal workflows, mobile support, and platform reliability.

Note: roadmap scope can evolve with user feedback and delivery learnings, and updates will be reflected here first.

Update model
Quarterly public updates with early change notice
Delivery focus
Prioritize user-visible value each cycle
Planning policy
Q4 buffer reserved for healthier roadmap continuity

Our Commitments to Users

User-Visible Value First

Every quarter prioritizes capabilities that improve real interview outcomes and daily usability.

Transparent Cadence

Milestones are published quarterly with clear status updates when scope shifts happen.

Buffer for Reliability

Q4 keeps explicit buffer for demand intake, risk burn-down, and quality debt clean-up.

Delivered Journey

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These shipped milestones show how we turn product ideas into stable, usable capabilities over time.

2025 Q1

Foundation architecture established

Completed the core architecture baseline and key module decoupling, establishing a scalable engineering foundation for rapid iteration.

  • Execution boundary architecture
  • Core module layering
  • Scalable delivery baseline
2025 Q2

Intelligence engine delivered

Delivered first-wave model integration and orchestration strategy, forming an evolvable intelligence capability center.

  • Primary model integration
  • Capability orchestration strategy
  • Intelligence center baseline
2025 Q3

Answering system matured

Established the first closed loop from question understanding to structured output, lifting answer quality consistency across key scenarios.

  • Question understanding pipeline
  • Structured answer generation
  • Quality consistency improvement
2025 Q4

Stability and product framework delivered

Completed multi-round reliability hardening and core experience flow design, laying the groundwork for simulation and mobile expansion.

  • Reliability hardening iterations
  • Detection resistance optimization
  • Core experience flow framework

Quarterly Milestones

Each quarter is designed around user-visible improvement and clear delivery intent.

Q1
Shipped
Q2
In progress
Q3
Planned
Q4
Planned
Q1
Foundation hardening & requirement wrap-up
Shipped
Progress
100%

You now have a steadier day-to-day experience with requirement pool v1 closed and priorities locked for the next delivery cycle.

1Stable model responses in high-pressure interview moments
2Improved answer quality consistency for common interview question types
3Hardened anti-detection reliability across major platforms
4Enhanced context memory for complex multi-turn conversations
5Optimized RAG workflow for better knowledge retrieval accuracy
6Requirement pool v1 closed with transparent priority baseline
Q2
First release of rehearsal & mobile experience
In progress
Progress
45%

You will get the first production-ready rehearsal workflow and mobile capability upgrade, with reliability tuned against real interview platforms.

1Mock Interview phase 1 release with real-time feedback
2Mobile cross-platform phase 1 availability (iOS & Android)
3Platform-specific stealth and reliability tuning for top interview sites
Q3
Deeper simulation & multi-camera workflows
Planned

We extend Q2 features into richer simulation flows so your preparation is closer to real interview pressure and collaboration setups.

1Mock Interview phase 2 upgrade
2Cross-platform multi-camera support
3Model + answering synergy optimization
Q4
Buffer, governance, and next-cycle planning
Planned

Q4 intentionally keeps buffer capacity so we can absorb high-value requests, reduce delivery risk, and enter the next cycle with cleaner quality.

1Demand-pool intake window with triage
2Dependency and risk burn-down buffer
3Next-cycle roadmap lock and public refresh

FAQ

When will Real scenario rehearsal / Mock Interview launch?

Mock Interview is planned for phase 1 launch in Q2, followed by phase 2 upgrades in Q3.

When will Multi-device collaboration / Cross-platform multi-camera launch?

Mobile cross-platform capability is planned for Q2 phase 1, and cross-platform multi-camera is planned for Q3.

How often is this roadmap updated?

Milestone status is refreshed quarterly, and major scope shifts are documented here earlier when needed.

Interview AiBox Product Roadmap | Quarterly Updates & Upcoming Features