By the team at Pando: Built performance for 1000's of teams Request access →

Performance reviews
that write themselves.

Months of evidence, captured across integrated tools, notes, feedback, and achievements turned into performance stories with impact.

90 sec
To first draft
80%+
Time saved on cycles
0
End-of-year scramble
100%
Anchored to evidence
Where the evidence lives

Performance signal from where the work actually happens.

Aspen pulls raw work signal from tools like Linear, Jira, GitHub, Salesforce and more. Employees enrich with context only they have: impact, feedback, reflections. Performance outcomes are now real time, not review based.

Raw work signal
Enriched by employee context
◆ Salesforce · Opportunity
Closed Acme — $420k ARR
May 18, 2026
✦ Marcus's achievement
"Led the Acme close — 3 months of nurture, unblocked Eng's security review to land it."
◆ Linear · Project shipped
Pricing v2 launched
14 contributors · Jun 02
✦ Marcus's achievement
"Owned Pricing v2 launch end-to-end. Launched early with limited resources. Already seeing 25% increase in conversion to paid users."
◆ PostHog · Metric
Activation +18%
Onboarding flow · Q2
✦ Marcus's reflection
"Re-designed onboarding to an AI-native flow. Our activation rate is up to 18% which has generated $100k additional revenue this quarter."
+ Notion, Drive, Figma, and more
How it works

Performance calibration that's always-on.

Aspen captures performance signal in real time, then drafts reviews based on evidence created by individuals and their managers over time.

01 — Continuously

Aspen captures the year as it happens.

Wins shared in Slack, peer feedback exchanged, 1:1 notes taken, goals progressed. Every signal lives on the employee's profile, tagged and time-stamped. Nothing forgotten.

Marcus T. · Last 30 days
Win · Apr 18
"Closed Acme enterprise deal — $420k ARR"
Peer feedback · Apr 22
"Marcus unblocked our launch when nobody else could."
1:1 note · Apr 24
"Wants more cross-functional stretch work."
Peer feedback · May 02
"Could pull other PMs up faster — that's the L5 leap."
02 — One click

Aspen drafts the review.

At review time, it's one click. Aspen drafts from evidence, anchored in defined Standards, aligned to real impact.

Mid-year review
Marcus T. · Senior PM (L4)
Draft
Marcus consistently demonstrated ownership of cross-functional initiatives, including closing the Acme enterprise deal ($420k ARR). Peer feedback flagged his ability to unblock launch work under pressure.
To reach L5, Marcus needs to pull other PMs up through mentorship and broader cross-team alignment, per peer feedback in May.
03 — Tune

Edit, regenerate, lean into a topic.

Don't love the draft? Click to regenerate. Want more on leadership and less on execution? One tap. Want to tighten the tone? Done. Aspen helps employees and managers tell the right story.

Mid-year review
Marcus T. · Senior PM (L4)
Draft v2
Marcus has begun to set the bar through example — visible in how he unblocked the launch team and held design quality high across reviews. Next: bring more peers along.
Regenerate + More on leadership − Less on execution Tighten tone
Why this matters

Traditional reviews fail by design.

The old way

End-of-year scramble.

  • Managers write from memory; recency bias rules.
  • Hours per direct report, multiplied by everyone on the team.
  • Generic templates, generic praise, generic critique.
  • Calibration becomes a fight, not a conversation.
  • Employees get back a doc that doesn't reflect their year.
With Aspen

Evidence-anchored, fast, fair.

  • Drafts written from real moments captured all year.
  • First draft in 90 seconds; most reviews done in 15 minutes.
  • Anchored to the Standard for the role and level.
  • Employees recognize themselves in the writing.
Questions

Common questions about reviews.

How does Aspen know what to write in a review?

Aspen captures performance signals continuously: wins shared in Slack, feedback given and received, 1:1 notes, and progress against goals. At review time, it drafts from that real evidence, and contextualized by performance Standards for the person's role and level.

Can I edit the draft?

Yes. Edit any sentence directly, regenerate the whole thing with one click, or lean the review into a specific topic — "more on leadership," "less on execution," "tighter on tone." You can also re-anchor sections to specific evidence.

How long does a review take?

First draft generates in roughly 90 seconds. Most managers finish a review in under 15 minutes — the difference between writing from a strong draft and starting from a blank page. Companies report 80%+ time savings on review cycles.

What types of reviews does Aspen support?

Self-review, peer review, upward review, and manager review. Aspen prompts the right participants at the right times, drafts from evidence, and hands clean ratings off to whoever owns the final call.

How does peer feedback get collected?

Employees nominate peers directly in Slack, or managers assign reviewers. Aspen handles the prompts, reminders, and collection inside Slack so nobody leaves the flow. Peer feedback can be tagged to a competency from the recipient's Standard (or left untagged); either way, it feeds the review draft alongside everything else.

How customizable is the review cycle?

Fully. Set start and end dates, deadlines, and reminder cadences. Include or omit self-review, peer review, upward review, and manager review per cycle. Customize questions and rating scales. Reflect your company's values and competencies inside any review template.

Does Aspen support ratings, calibration views, and 9-box grids?

Yes to ratings and calibration views. Managers select ratings on customizable scales. We deliberately don't support 9-box, as "potential" is a subjective measurement that can introduce bias. We do, however, power talent reviews through richer signals: growth velocity, performance over time, engagement, and impact patterns.

Will the AI introduce bias?

Aspen drafts from evidence anchored to the Standard, which actively reduces the recency, halo, and similarity biases that creep into memory-based reviews. Managers still own the final call; Aspen surfaces what they might be missing.

Does this replace our HRIS or our review cycle process?

Aspen is the review writing layer; final ratings can flow back to your HRIS. No need to migrate; teams adopt Aspen alongside what they already use, and reviews stop being the bottleneck.

Start today

Make review season a non-event.

Aspen is in early access. Request access and we'll set up your first review cycle together, free for 30 days.