01 Introducing VOLDI.AI

Stop re-solving yesterday's breakdown .

VOLDI.AI is the copilot manufacturing technicians ask first — right in the chat they already live in. Instant fixes, similar-issue history, and the tribal knowledge of your whole floor, on call for every shift.

Self-hosted in your VPC Approval workflow for risky actions Audit trail per ask
Manufacturing technician inspecting a production line with a tablet.
Asking VOLDI
@voldi conveyor 3 chain slip
Source found
SOP-CV3-018 §4.2
02 The problem

Tribal knowledge walks out the door.

Every breakdown gets solved twice. The fix lives in one head, one notebook, one group-chat thread — until that person leaves, takes a week off, or moves to days.

01
47%
of unplanned downtime
traces back to repeat failures already solved on another shift — they just weren't written down.
02
3.2h
lost per call-out
is the average time a technician spends rediscovering a fix that's already in someone's head.
03
1 in 4
senior fixers
retire or rotate every two years. They walk out with the playbook they spent a decade writing.

The cost isn't the broken machine. It's the line going down at 3am, the senior tech driving in from home, and the fact that the same conveyor jammed two months ago and nobody remembers what fixed it.

VOLDI
bot · online
#line-3-fixers
@voldi conveyor 3 jamming on the third pass, slipping the chain again. Anyone seen this?
VOLDI · 2s
Closest match: Conveyor #3 / chain slip — solved twice in the last 60 days.
Procedure · SOP-CV3-018 §4.2 (p. 14)
Likely cause · idler bearing pitting on drive end
Last fix · Marco, 3rd shift, 11d ago — replaced idler & re-tensioned to 38 Nm
Show SOP page Ping Marco Open work order
03 The solution

One thread away from every answer.

Ask in the chat your team already lives in. Get the exact procedure, the part number, and the last three times your team solved it. No new app, no login screen, no half-finished wiki.

  • Instant repair answers
    Ask in plain language. Get the procedure, the torque spec, and the page number from your own manuals.
  • Similar-issue lookup
    Surface the last three times your team — or a team across the floor — solved something that looks like this.
  • Knowledge that compounds
    Every solved ticket gets indexed. Day-shift's fix becomes night-shift's first answer, automatically.
04 How it works

Three steps to a smarter floor.

No new app. No training day. Plug in your manuals, point your team to the bot, and start capturing every fix from day one.

Stack of technical service manuals next to a laptop.
01

Connect your manuals

Drop OEM manuals, SOPs, post-mortems, and last year's group-chat threads into the vault. VOLDI indexes them in hours, not weeks.

Maintenance crew gathered around a tablet on the shop floor.
02

Invite your team where they already talk

Allowlisted group, mention-or-reply only. No app rollout, no training session, no IT ticket.

Technician's hands on a control panel of a CNC machine.
03

Every fix gets remembered

Each solved ticket joins the index. The next ask gets a better answer — and credits the person whose fix it was.

Time to first answer
< 48 hours
Apps your team installs
0
Where your data lives
Your VPC
05 What ships

What's in the box on day one.

No demo gauntlet. No procurement form. The pilot ships with the full product — chat copilot, indexed vault, retrieval, approval workflow, and a full audit trail.

01

Chat-native

Allowlisted group, mention-or-reply only. No new app to install, no IT ticket, no SSO migration.

02

Vault-indexed manuals

PDFs, SOPs, post-mortems, last year's group-chat threads. Hybrid lexical and semantic search across all of it.

03

Similar-issue lookup

Surfaces the last few times your team solved something that looks like the breakdown in front of you.

04

Approval workflow

Risky actions pause and wait for a human OK. Safe reads stream through; nothing gets executed without consent.

05

Audit trail per ask

Every question, retrieved source, tool call, and approval is logged in Postgres. Reproducible after the fact.

06

Your VPC, your data

Self-hosted on your infra. Cloudflare Access in front. Manuals never leave your perimeter.

Pilot status
Open for the first lines. Three weeks from kickoff to live on your floor.
Start the pilot
Pilot · open for first lines

Bring every fix back to the floor.

Start with a single message. Free for your first line — pilot includes white-glove onboarding from the team that built it.

We reply within one shift · No procurement form, no demo gauntlet.