OnlineVol. 01May 2026Design-partner mode4design partners · q3 2026 cohort21:04:27
Onboarding AI
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01The mentorVol. 01 cover essay8 min read

An onboarding mentor that
knows your new hire.

Every onboarding tool says “personalized” and means the engineering pack vs. the sales pack. We treat your new hire as one continuous person, watched across every place their work shows up.

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Sarah ChenDay 17 of 90 · new hire
From the mentor · Day 17
What the mentor sees

Sarah's pattern this week is consistent with a support-cadence gap. Her ramp has been flat since Day 11, and the signals we expect from a stuck hire at this phase (open questions, support asks) are absent, which usually means she has stopped reaching out.

Two suggestions, in order of friction
  • Schedule a 1:1.

    Sarah’s next scheduled sync is May 19. Pulling it earlier matters: pattern improvement historically follows within 4 days of contact resumption.

  • Send her manager a supportive prompt.

    A one-liner is drafted, focused on what Sarah needs, not on the gap itself.

Day 17 · 14 events read · 6 days observedOpen the evidence trail
Fig. 01Sarah Chen, Day 17 of 90real surface · real signals · plain language
Reading right now8 sources · 142 events today
  • slackLila R.Lila replied in #design-eng with three follow-up questionsjust now
  • githubLila R.Reviewed PR #844 · left two suggestions on naming12s
  • calendarLila R.Added a 1:1 prep block · Wed 2:30pm34s
  • docsLila R.Edited “Stakeholder map” after Andre’s comment1m
Read on02Synthesis

02 · Synthesis

No one human sees all of how your hire works.

The manager sees 1:1s. The lead sees their work. Peers see Slack threads. Buddies see pair-work. The mentor is the only voice in the company that watches across all of it and treats your hire as one continuous individual.

Sources read this week6 channels · all on Lila
Slack8 threads · 7d

“happy to scope that, let me get back by EOD with a plan”

#design · 2h ago

Calendar12 meetings · 7d

Project Atlas kickoff · with the build team

today, 11:00 am

  • Email3 threads · 7d

    “the proposal is approved, with a small note on scope”

    yesterday, 4:42 pm
  • Project tracker4 updates · 7d

    PRD draft · in review · 2 comments

    today, 8:55 am
  • 1:1 with managerlast met 6 days ago

    “the customer interview round really helped clarify the spec”

    shared notes · last tuesday
  • Documents5 edits · 7d

    Stakeholder map · revised after Andre’s comment

    monday, 3:18 pm
What I see about Lila this weekLila Rodriguez · Product Manager · Day 45 of 90
From the mentor · this morning
Three observations the mentor surfaces
  1. Strong on stakeholder alignment.

    Lands proposals clearly the first time. Cross-team agreement comes faster than peers at the same tenure.

  2. Building on scope discipline.

    Her drafts attract the most back-and-forth here. Worth practicing on her next two projects.

  3. Energised by customer voice.

    Visibly more confident after interview rounds. Looser in async cross-team writing.

No single colleague sees all of this. The mentor does.Read time · 4 min

03 · What the mentor does

Four moves. One philosophy.

Behavior, not just learning. Calibration, not gamification. The mentor stays quiet most of the time, and that is the point.

  1. It sees the whole hire.

    No single colleague sees the full picture. The mentor synthesizes across every place a hire’s work shows up. The first system that treats each hire as one continuous person, not a task list with a friendly label.

  2. It customizes the learning, not the content shelf.

    We adapt at the individual level: how this specific hire learns, what they internalize fast, what they need next. Custom learning is done for them, not by them.

  3. It catches what is not a learning problem.

    When a hire is failing for non-learning reasons (an absent manager, a mismatched role, a hostile environment) the mentor surfaces a brief that speaks in needs, not blame. The mentor checks the wording so no individual is named as the cause. HR can act, the manager can hear it.

  4. It optimizes for sustained proficiency, not first-ship speed.

    Most onboarding tools optimize for speed to first contribution. The familiar pattern: ship by week two, ask the same questions in month six, plateau by month twelve. We track proficiency over time so hires retain what they learn and stay productive past the ramp window.

04 · Customization

Custom learning. Not a custom content shelf.

Other tools assign each hire to a content pack that matches their role. We adapt to how each hire actually learns and works, week by week. Three from the spring cohort, each in their own working style.

Roster · 01 of 03Product Manager · Day 45 of 90
Lila Rodriguez“learns by watching”
What I noticed

Lila’s grasp on stakeholder dynamics moves faster after she watches one happen than after she reads about it.

What we did

Before her first PRD review, we routed her to shadow three customer interviews and one cross-team scoping session, instead of the usual reading list.

What I see now

She walked into the review with vocabulary she had heard the people in the room use.

Two more from the same cohort · click to feature
three hires · three working styles · three plans the mentor wroteSee how we would adapt to your hires

05 · Outcomes (projected)

Projected from the first eight design-partner hires. Labelled honestly until each one gets audited.

+34pp

Proficiency at 90 days

Compared against legacy onboarding, hires we mentor are 34 percentage points further along on their role’s skill set when Day 90 lands. The gap widens past Day 90. We keep tracking, they keep going.

Projected · 8 hires · 4 partner companies · q1–q2 2026

−41%

Time to second meaningful contribution

Measured to the second non-trivial shipped project, adjusted for years-of-experience band.

Projected · partner-shared retrospectives

19h

Manager hours reclaimed per hire

First 60 days · 1:1 conversations and ad-hoc Slack interruptions, on both sides.

Projected · self-reported, cross-checked against time-tracking

Audit forthcoming with each partner. Each number gets replaced with the audited figure the moment we have it.

See the partner program

06 · Contact

We work with a small set of design partners. Two spots open this quarter.

If your onboarding is broken in a specific way, tell us about it. We send back a sample skill pack drawn from your real role notes and an interview with one of your team, within ten business days.

Written, async, no slide deck. We do not know yet whether your onboarding is the right fit for the mentor. Ten business days from now you will, and the work product is yours either way.

Contact usSee the demo
Cohort
2 of 6 spots open
Stage fit
50–800 hires per year
Reply
within 2 business days

  1. Send your role notes.

    A few sentences on the role and the kind of hire you keep losing in the first six months is enough.

  2. We talk to one of your team.

    45 minutes. We learn what an excellent hire in this role actually does day-to-day. Async OK.

  3. You get a sample skill pack.

    Within ten business days, drawn from the call and your role notes. Real, not a template.

  4. You decide.

    No slide deck, no procurement track. The pack is yours either way.