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Shift Debrief Copilot

AI shift handoff software • Early Access

Try sample handoff

AI shift handoff software for manufacturing supervisors.

Paste messy shift notes. Get a complete next-shift handoff in 3 minutes — summary, incidents, unresolved items, owners, deadlines, and action checklist.

Try sample handoff

Every shift change, the same thing happens.

You spent 12 hours on the floor. Equipment went down. A crew member called out. Maintenance pushed a fix to next shift. You know all of it — but now you have 30 minutes to write a handoff that captures everything.

So you rush it. Bullet points. Half-sentences. "Check line 3 — issue with the filler." Which filler? What issue? Is it fixed?

The next supervisor walks in and reads:

"Line 3 issue, filler thing, maybe maintenance knows"

That's not a handoff. That's a tap on the shoulder.

What this costs:

Missed items — open issues buried in paragraph notes, never carried forward
Repeated downtime — incoming supervisor doesn't know what's still broken
Vague priority — everything reads as equal urgency, so nothing gets done first
30-60 min per shift — writing reports instead of managing the floor
Unclear accountability — no owner, no deadline, no closed loop

This isn't a technology gap. It's a time and structure gap. You know what happened. You don't have time to structure it.

How it works. Three steps.

1

Paste your notes.

Raw shift notes — typed, dictated, or transcribed. Messy is fine.

2

Generate handoff.

One click. The copilot structures your notes by priority into four clean outputs.

3

Review and send.

Edit if needed. Copy, email, or print. Done.

Preview what your shift handoff could look like.

This sample shows the type of structured handoff your team can create from real shift notes.

Before and after: weekend night shift

A static example showing how raw shift notes become a structured handoff with owners, deadlines, and priorities.

Before: raw shift notes

Weekend night shift · General manufacturing

CNC 4 spindle vibration started around 2200 — told next shift to keep an eye on it. Paint booth 2 conveyor belt slipping, maintenance said they'll look at it Monday. Third shift found water on floor near cooling tower, wiped it up but not sure where it came from. Overtime: Davis and Kim both approved for Saturday. Feed stock for CNC line getting low, maybe 1 day left — purchasing was notified. Lockout/tagout audit next week, everyone needs to sign the sheet.

After: structured handoff

Same notes, converted into action-ready details

Before After
"Spindle vibration started around 2200" — vague time, vague actionCNC 4 spindle vibration logged at 2200 as Medium-severity incident, maintenance lead assigned, deadline: before next CNC run
"Paint booth conveyor slipping — maintenance said they'll look at it Monday"Unresolved item: Paint booth 2 conveyor belt, owner: Maintenance lead, status: Scheduled Monday, deadline: Monday
"Water on floor near cooling tower" — no source, no follow-upCritical incident: Water leak near cooling tower, source unknown, safety officer assigned to inspect, deadline: shift start
"Feed stock getting low, maybe 1 day left"Supply shortage tracked: CNC feed stock, 1 day remaining, purchasing notified, owner: Purchasing team, deadline: Tomorrow
"Lockout/tagout audit next week — everyone needs to sign"Action item: LOTO audit sign-off, owner: Safety officer, priority: Do This Week
No priority, no owners, no deadlinesActions ranked: Do First (cooling tower inspection) > Do Today (feed stock) > Monitor (spindle vibration)

How the handoff improves each shift type

Assembly shift

BeforeAfter
"Bearing sounded off" buried mid-sentenceBearing inspection is action item #1, priority: Do First
Quality hold mentioned casuallyAppears as high-severity incident with owner and deadline
Safety audit reminder lost at end of paragraphTracked with owner, deadline, and carried-from-previous-shift flag
No priority ranking — everything reads equalActions ranked: Do First > Do Today > Monitor
Next supervisor reads for 5 minutes to extract tasksNext supervisor scans checklist in 30 seconds
Open items roll forward manually or get lostUnresolved tracker carries every open item forward

Packaging shift

BeforeAfter
"Labels drifting" — vague, no count800 units flagged, production lead assigned, recheck deadline set
Seal bar temp drop mentioned inlineCritical incident: temp below target, 200 units on hold, QC testing
Cap supply "running low" — no timelineSupply shortage tracked with ETA, delivery deadline, and receiving owner
Scale calibration "flagged last shift" — no actionOverdue item carried from previous shift, maintenance lead assigned
No sense of what to do firstChecklist: integrity test review first, label recheck second, delivery verify third

Maintenance shift

BeforeAfter
Safety interlock bypass buried in running textCritical severity, ALL CAPS callout, Do First priority, safety officer assigned
Hydraulic leak described as "puddle"High-severity incident with parts ETA, production impact stated
Crane downtime — no workaround mentionedIncident card includes manual hoist workaround and contractor status
Conveyor motor replacement — one sentenceFull downtime logged, break-in monitoring assigned with 24hr deadline
HVAC PM overrun — no reasonIncident card explains corroded coils, 1.5hr over schedule documented
Contractor needs scattered across paragraphThree separate action items: escort, PPE, area clearance — each with owner and deadline

Early-access plans

Pick the plan that best matches your shift volume. We’ll contact selected teams before onboarding.

Starter

$49/mo

25 shift reports per month

Team

$149/mo

100 shift reports per month

Plant

$399/mo

300 shift reports per month

Pricing is shown to help teams choose the right early-access plan. No payment is required to request access.

Your data stays yours.

Paste-only input.

No connection to your MES, ERP, or plant systems. Nothing pulls data automatically.

No persistent storage.

Shift notes are processed for output and not retained. No database of your operations.

You review before anything goes out.

The copilot drafts. You review, edit, and send. Nothing goes out without your approval.

Built for:

  • Manufacturing supervisors who write shift handoffs daily and spend too long doing it
  • Shift leads who want consistent handoff quality without 45 minutes of report writing
  • Plant operators who relay information between shifts and need it to land clean
  • Plant managers who need every supervisor producing the same handoff standard

Not built for:

  • Engineers looking for analytics platforms or production dashboards
  • Executives who want high-level KPI summaries, not shift-level handoffs
  • IT teams evaluating enterprise software with SSO, audit logs, and compliance certs
  • Teams who need MES/ERP integration on day one

If you write shift handoffs, this is for you. If you read dashboards, it's not.

FAQ

What is this?

A shift handoff copilot for manufacturing teams. You paste raw shift notes and get a structured handoff — summary, incident list, unresolved tracker, action checklist — in under 3 minutes.

Who is it for?

Manufacturing supervisors, shift leads, and plant operators at plants with multi-shift operations. One person uses it. Everyone on the next shift reads the output.

What do I paste in?

Any raw shift notes — typed, dictated, voice transcripts, even messy bullet points. Fragmentary is fine.

What do I get back?

Four outputs: end-of-shift handoff summary, priority incident list ranked by severity, unresolved item tracker with owners and deadlines, next-shift action checklist with priority markers.

How fast?

Under 3 minutes from paste to finished handoff. The guided demo generates output in seconds.

Is my data safe? Do I need integrations or IT?

Paste-only input — no MES/ERP connections, nothing pulls data from your systems. No persistent storage. Works in any browser — no installation, no network config, no IT approval needed.

What does it cost?

Early-access plans are based on shift report volume: Starter $49/mo (25 reports), Team $149/mo (100 reports), Plant $399/mo (300 reports). No payment is required to request access.

What happens after I sign up for early access?

You join the early-access list. We’ll review fit and contact selected teams before onboarding.

Early access

Request access for your team.

Leave the minimum details and we’ll contact selected teams before onboarding. No payment required.

Choose the plan that best matches your expected shift report volume, or request the sample handoff packet if you are not ready to pick a plan yet.

Ready to see the difference?

No signup required to try a sample handoff.