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Create updates and reviews that move your career forward.

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Perfcycle AI assistant
Used by employees at
How it works

Turn rough notes into precise updates

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Use notes, docs, or voice transcripts. We'll extract the meaningful details.

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Drop files or paste
Led standup, aligned priorities
Fixed 3 critical bugs
Shipped dashboard v2
Reviewed PRs for Sarah
Updated API documentation
notes.txt
transcript
PRD.pdf

Extract what matters

See precise metrics and milestones highlighted automatically.

  • Quantify your impact
  • Surface key achievements
  • AI-powered extraction
completed user research
7 participants
identified pain points
5 key insights
improved conversion flow
40% faster
0 participants
0 insights
0 % faster

Track your growth

Automatically capture highlights over time. When review season comes, your documentation writes itself.

  • Builds your portfolio automatically
  • Categorized by skill area
  • Export-ready for reviews
Oct 15

Led cross-functional launch

Leadership
Nov 3

Reduced load time by 40%

Technical
Dec 8

Mentored 2 new team members

Growth
Jan 5

Shipped v2.0 to 10k users

Impact
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Try it yourself

Your notes
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  • Multi-document context from PRDs, metrics, emails
  • Career highlights automatically tracked over time
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Work the way you actually work

Analyzing
Positioning
Polishing
Your Notes
  • Led API redesign across 3 services
  • Mentored 2 junior engineers
  • Reduced deploy time by 40%
  • Drove Q3 OKR planning
  • Presented architecture proposal to VPE
  • On-call rotation, 99.9% uptime
Self-Assessment Draft Ready

Technical Leadership & Impact

Spearheaded API redesign across 3 services, reducing deploy time by 40% and presenting the architecture proposal directly to the VPE. Maintained 99.9% uptime through on-call leadership.

Drove Q3 OKR planning while investing in team growth through mentorship of 2 junior engineers, both of whom were promoted within the cycle.

Your Notes
  • dashboard released yesterday
  • users seem to like new charts
  • load time better now
  • export feature works
  • fixed 3 bugs from beta feedback
  • rolled out to all Pro users first
Stakeholder Update Ready

Dashboard v2.0 Released

New visualization suite shipped to all Pro users with 35% engagement increase. Load time improved by 2.1s across all pages.

Three beta issues resolved before general availability. Export functionality now enabled for all plan tiers.

Your Observations
  • Strong technical problem-solving
  • Sometimes skips documentation
  • Great at mentoring new hires
  • Could communicate timelines better
  • Took ownership of the outage response
  • Quiet in planning meetings
Peer Review Draft Ready

Balanced Professional Feedback

Demonstrates strong technical judgment and ownership, particularly during incident response. Invests meaningfully in mentoring new team members and elevating those around them.

Would benefit from more consistent documentation habits and sharing perspectives earlier in planning discussions to help shape team direction.

Quick Note
  • Fixed the auth bug blocking release
  • Root-caused it to a token expiry edge case
  • Wrote a regression test so it won't happen again
  • Took about 2 hours, no help needed
Career Highlight Ready

Critical Issue Resolution

Independently identified and resolved an authentication token expiry edge case that was blocking the team's release, preventing user-facing downtime.

Added regression test coverage to prevent recurrence, demonstrating ownership beyond the immediate fix.

Transform rough notes into polished self-assessments

Paste in your notes, goals, and metrics. Perfcycle crafts a strategically positioned self-assessment that highlights your impact in language leadership notices.

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Draft stakeholder-ready updates in seconds

Paste your project notes and pick a format — email, Slack, or executive brief. Perfcycle writes a clear update with quantified impact.

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Write thoughtful peer feedback without the struggle

Share what you've observed about a colleague's work. Perfcycle generates balanced, professional feedback with specific strengths and growth areas.

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Capture wins as they happen, use them when it counts

Log achievements in seconds. Perfcycle formats them into impactful statements and builds your career highlights over time.

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End review anxiety

Promotion-earning self-assessments

Stop scrambling during review season. Build your case for advancement all year long.

Be review-ready from day one.

Your achievements are documented as you go and automatically align with company values and competencies.

Show growth clearly.

Quantify achievements, progression, and compelling metrics across the cycle.

Reuse your work.

Automatically pull from your full project history, not just recent memory.

Export fast.

Ready-to-send in minutes. Copy to your company's review tool or export as a polished document.

Watch your career document itself

Automatically build your career narrative by extracting key achievements from project updates and reviews. Your professional portfolio grows effortlessly over time.

Your Professional Highlights

0 Total Highlights
0 Last 30 Days
0 LinkedIn Ready
Business Impact

Successfully led cross-functional team to deliver marketplace feature 2 weeks ahead of schedule.

Leadership

Implemented stakeholder communication framework reducing escalations by 42%.

Technical Excellence

Architected new caching layer, improving API response times by 65%.

Why Perfcycle

More than a generic AI assistant

While AI assistants like ChatGPT and Claude excel at many tasks, Perfcycle offers specialized advantages for professional documentation:

Maintains context across documents

No need to repeat your role, company values, and style each time.

Performance reviews that write themselves

Your project updates automatically feed into your reviews.

Career portfolio that grows over time

Builds a comprehensive record of your achievements automatically.

Frameworks optimized for career advancement

Uses domain-specific knowledge for effective workplace documentation.

Get started today

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  • 3 project updates / month
  • Doc uploads & smart suggestions

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  • Slack integration
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