Structured Operational Memory

Your plant runs on memory that disappears every 8 hours.

ShiftVoice gives it structured operational memory — built into the shift, not bolted on after.

What operators notice, try, and know gets captured, structured, and made available at every step — handover, investigation, and review. No forms. No IT project. No rip and replace.

73%

reduction in handover time

15 min → 4 min

50%

fewer clarification loops

Every event has an owner

Hours→Min

time-to-first-suspect

Context already assembled

The Gap

Every plant has data.
Almost none have operational memory.

Three columns of information exist in every plant. Only two get captured.

Your machines recordYour systems storeNobody captures
Signals and alarmsProduction orders and reportsWhat the operator noticed at 2am
Fault codesMaintenance ticketsWhat they tried, and why
Cycle timesShift schedulesWhether it happened last Tuesday too

That missing layer is where investigations stall, handovers fail, and the same problems come back.

Where Operational Memory Gets Used

The same record. Used at every step.

01

Shift Handover

The incoming team opens a structured event log, not a whiteboard. They know what happened, who handled it, and what's still open — before the outgoing team says a word.

02

Root Cause Analysis

The engineer doesn't start from scratch. They search past events, replay what the operator observed alongside what the machine recorded, and arrive at a hypothesis in minutes — not hours.

03

Tier Meetings & Pulse Reviews

The Operations Manager doesn't hear what people remember. They see structured data: recurring issues by frequency, open events by line, pattern trends over weeks. Decisions get made on evidence.

How It Works

Capture once. Available everywhere.

1

Speak

Operator records a short voice note at any point during or at end of shift. No forms. No typing.

2

Structure

ShiftVoice extracts event type, affected component, root reason, and action taken automatically.

3

Enrich (if available)

For plants with process data systems, surrounding machine signals and alarms are pulled and attached to the event at the moment of capture.

4

Memory

The event enters a searchable, replayable record — available for the next shift, the investigating engineer, and the manager's Tier meeting.

Replay is what makes investigation fast. Scrub back through any event and see exactly what was happening — operator observation and machine state, synchronized. (placeholder for screenshot or demo clip)

See It In Action

From voice note to replayable event — in under 60 seconds

Real capture. Real structure. Real replay.

Core Capabilities

Built for operational reality, not ideal conditions

🎙

Voice Capture

Short note, any time during the shift. Structured automatically. No discipline required, no new habit to build.

🏷

Event Structure

Every note becomes a tagged record: type, component, reason, action, owner.

Replay

Any event, scrubbed back in time. Operator observation synchronized with machine state.

📋

Shift Summary

Auto-generated handover report. Open actions, event log, status roll-up. Incoming shift arrives informed.

🔍

Search & Pattern Detection

Query past events by component, type, or frequency. Recurring issues surface before they become crises.

Proven Outcomes

What operational memory looks like in practice

Results from a 9-week pilot at a mid-sized manufacturing plant in Sweden. Measured, not projected.

73%

15 min → 4 min

reduction in handover time

Structured records replace verbal recaps

50%

fewer clarification loops

Every event has an owner, a log, and evidence

Hours → Minutes

time-to-first-suspect

Investigations start with context already assembled

Auto

recurring issues surface

Frequency and context replace anecdote

Deployment

Works with what you have.
Adds what you're missing.

⚙️

No process data system?

ShiftVoice works standalone. Voice capture → structured event → searchable memory. Full value, no data infrastructure required.

🔌

Have PI, Ignition, OPC UA, or similar?

ShiftVoice connects and wraps each event with surrounding machine signals at the moment of capture. Enrichment happens automatically.

Deployment Options

Edge-only (default for regulated environments)Hybrid edge + cloudOn-premises for full data sovereignty

ShiftVoice does not write to your existing systems. It reads, and it sits alongside. Single-station integration: under one week.

Who It's For

Built for plants where knowledge is concentrated in people, not systems

Qualifying Conditions

  • Handover quality depends on who happens to be working that shift
  • Engineers re-investigate issues that were already diagnosed last month
  • Managers make decisions in Tier meetings based on what people remember
  • Key people leave and take operational knowledge with them
  • You have production data — but no record of what humans actually observed

Decision-Makers

Operations Manager
Maintenance Lead
Shift Leader
Digital Transformation Lead
Pilot Program

One station. One shift team. 9 weeks to proof.

We don't ask for a platform decision. We ask for one station and nine weeks to prove that operational memory works — with your vocabulary, your operations, your team.

Week 1

Mapping + Baseline

Document current handover process, capture baseline metrics, identify target events and vocabulary

Weeks 2–4

Deploy + Connect

Install, connect data systems if applicable, calibrate event taxonomy to your plant

Weeks 5–7

Run + Tune + Measure

Live capture. Iterate. Track adoption and handover metrics

Weeks 8–9

Proof + Plan

Results against agreed criteria. Expansion roadmap with ROI estimate

Success Metrics

Events captured per shift (adoption)
Handover duration before vs after
Clarification loop frequency (target: 30%+ reduction)
Time-to-first-suspect on 2–3 real cases
Trust & Governance

Designed for operational learning.
Not surveillance.

✓ What ShiftVoice stores by default

  • Structured transcript (text only)
  • Event tags: type, component, reason, action
  • Operator ID and shift assignment

✕ What it does not store by default

  • Raw audio
  • Continuous ambient recording
  • Performance scoring

Role-based permissions ensure operators see their own events. Managers see summary rollups. No individual performance monitoring.

Team

Operators. Engineers. Founders.

O

Oleksandr Khimiak

CEO & Co-Founder

Manufacturing transformation & commercial strategy, 15+ years. Worked inside plants. Knows what actually happens at shift end.

ShiftVoice is built by a team with hands-on experience in industrial operations and applied AI. We've worked inside plants. We know what actually happens at shift end.

We started ShiftVoice because we saw the same pattern everywhere: smart operators, experienced engineers, and dedicated managers — all limited by the fact that operational knowledge evaporates every time a shift ends.

Give us one station and one shift team.

We'll prove that structured operational memory works in your plant — your vocabulary, your operations, your historian if you have one.