QognyX Industrial Performance Recovery
Story-driven consulting deck

A backlog crisis.
A plant under pressure.
A mission that should not start blind.

For SME and mid-size manufacturers, the issue is rarely lack of effort. It is late visibility. By the time a traditional consulting mission frames the problem, backlog, variability, and frustration have already grown.

See the operational gap Jump to the offer
280
open units in backlog when the mission starts
8.4%
reject rate with no clear root-cause focus
W8-W12
typical time to a structured action plan in status quo consulting
Day 1
QognyX target: arrive with hot points already framed

Reference scenario

Mid-size industrial site, backlog spiral, unstable line performance.

Manufacturing / Assembly
Company size
350
employees across production, quality, and planning
Constraint
Line 03
instability, reject spikes, and cycle-time drift
Target
-70%
backlog reduction over 12 weeks with sustained follow-up
Problem
Orders are late, planners are firefighting, operators see the symptoms, but nobody has a reliable operational picture before the consulting work begins.
Status Quo
The first weeks are spent discovering, interviewing, and rebuilding context. The backlog keeps growing while the mission is still getting oriented.
QognyX Move
Production indicators are framed remotely before the site visit, so the consultant starts on constrained hot points, not on broad discovery.
Result
Faster time to action, cleaner prioritization, visible follow-up, and a consulting mission that feels more credible to the client from the first meeting.
Problem and contrast

Same plant. Same backlog.
Very different trajectory.

A direct comparison of two mission models facing the same plant, the same backlog, and the same operational pressure.

Status Quo Consulting

Discovery dominates the start. The backlog peaks before the client sees an action plan.

W0W1W2W3W4W5W6W8W10W12 DiscoveryAnalysisReportAction planExecution Backlog +38% before first action Action plan starts here Start: 280 units Peak: 386 units
QognyX Enabled Mission

The consultant arrives with the problem already narrowed. Action starts immediately, then the backlog is actively driven down.

PreD1W2W3W4W5W6W8W10W12 Pre-analysisDay 1 focusAction planExecutionFollow-up Backlog -71% by week 12 Day 1 already focused Action plan ready by week 2 Start: 280 units W12: 81 units
-8wtime to first action
-71%backlog by week 12
W2structured action plan
Day 1mission already narrowed to hot points
The approach

Operational visibility
before the first workshop.

The mission starts with structured operational visibility, so on-site time is used on validation, prioritization, and execution.

01

Remote data intake

Backlog, OEE, reject rate, cycle time drift, throughput loss, and line-by-line instability are framed before the consultant arrives.

02

Pre-analysis and hot points

The raw indicators become an operational picture: which line is unstable, where variability rises, and where the mission should start first.

03

Day 1 already focused

The site visit starts on constrained hypotheses, not on broad discovery. That changes the tone of the engagement immediately.

04

Action plan and ownership

Actions are prioritized, visible, and traceable. The plan exists early enough to change plant behavior, not just document it.

05

Follow-up and reporting rhythm

Dashboards and review cadences keep momentum after the field mission, so backlog reduction and performance recovery remain visible.

Pre-visit operational brief What the consultant sees before Day 1
Prepared mission
OEE67%below target
WIP284rising trend
Reject8.4%unstable pattern
CT Drift+18saverage drift
Backlog pressure and output variance 8 weeks
Week 1Week 2Week 3Week 4Week 5+ Backlog trendOutput pace
Priority hot points
Line 03 - flow instability92
Station 07 - cycle drift76
Line 01 - reject spike68
Planning handoff latency54

Very little text, clear priorities, and enough structure for a client or consultant to understand the mission in one glance.

Action plan

From diagnosis to recovery.
A visible 90-day path.

A clear path from diagnosis to execution, with weekly rhythm, visible ownership, and measurable control.

Days 0-14

Stabilize and narrow.

Confirm the hot points, validate the field reality, and align leadership on one shared operational picture.

Confirm top constraints on the line
Prioritize backlog drivers and reject drivers
Publish first action board and owners
Make week-2 action plan visible to the client
Days 15-45

Execute and reduce.

Shift from framing to visible execution. The objective is not more analysis. It is measurable reduction of backlog and variability.

Run targeted improvements on constrained stations
Track backlog, output pace, and reject rate weekly
Review blocked actions and re-prioritize quickly
Document gains and remaining friction points
Days 45-90

Lock in and sustain.

The recovery becomes repeatable. Reporting, ownership, and operational continuity stay in place after the main field effort.

Formalize follow-up cadence and reporting pack
Transfer operating logic to site leaders
Keep backlog trajectory under control
Prepare next wave of improvements
Credibility

Why the story feels credible.
Because it stays operational.

Built for industrial missions that need earlier focus, clearer priorities, and stronger follow-through.

Data-first framing

Hypotheses begin with production indicators, not with generic consulting templates. That makes the mission feel grounded immediately.

Client-readable outputs

The plant manager, operations lead, and consultant all see the same visual logic: hot points, priorities, action owners, and trend direction.

Continuity after the visit

The mission does not disappear into a report. Follow-up, tracking, and visible progress remain part of the engagement.

Capability Status Quo QognyX-Enabled Mission
Operational view before Day 1NoYes
Hot points identified before the site visitRarelyStructured
Action plan timingWeek 8-12Week 2
Backlog and action follow-upPartialBuilt into the mission
Deliverables readable by client leadershipVariableSystematic
The offer

Three ways to engage.
One industrial logic.

Three engagement models built on the same logic: earlier visibility, faster action, and sustained follow-up.

Entry

Rapid Audit

A compact engagement for clients who need a first objective view of the backlog, the hot points, and the most urgent constraints.

Remote production indicator framing
Pre-visit operational brief
Focused Day 1 field validation
Best for first contact, targeted sites, or narrower industrial scopes.
Core Offer

Performance Mission

The full mission model: pre-analysis, focused field work, action plan, ownership, and visual follow-up for backlog reduction and performance recovery.

Operational visibility before the site visit
Field confirmation of constraints and hypotheses
Action plan with owners, rhythm, and reporting
Recommended for industrial backlog recovery, variability reduction, and operational turnaround.
Extended

Continuous Follow-up

An ongoing visibility and review layer that keeps the mission alive after the main intervention and protects operational gains over time.

Dashboarding and backlog tracking
Structured review cadence
Operational continuity and knowledge capture
Best for multi-site programs or clients with longer continuous improvement cycles.
Operating mode

How the mission actually runs.
From intake to audit chain.

Remote data intake, pre-analysis before Day 1, focused field work, recovery plan, weekly checkpoints, and audit chain close-out.

FACTORY Production Data WIP · OEE · Cycle times Remote Data Intake WIP, OEE, rejects, HR Cycle times collected before the engagement starts Operational Pre-Analysis Focused ✓ ✓ ✓ ✓ ✓ ✓ D1 W1 W2 W3 W4 W5 W2 START Recovery plan Objective: reduce backlog stabilize flow & reduce variability W3 MAJOR ACTION PLAN Retro Planning Clear Due Date structured close-out • Backlog under control • Processes upgraded • Lessons learned Inputs ready before Day 1 Recovery logic deployed from W1 Checkpoints W3–W5 → close-out
QognyX Solution

Less discovery.
More execution.

The deck now tells a more believable story: a plant under pressure, a status quo consulting rhythm that is too slow, a QognyX-enabled mission that starts with visibility, and an offer that maps cleanly to the operational need.

Start a conversation Review the comparison again
Solution - Performance Consulting
Industrial performance recovery for SME and mid-size manufacturers
A backlog crisis.
A plant under pressure.
A mission that should not start blind.
A realistic industrial case: 280 units in backlog, unstable line performance, reject-rate pressure, and a consulting mission that must move from late discovery to early execution.
Reference scenario
350
employees
280
open units in backlog
8.4%
reject rate
Target client
Manufacturing, assembly, process and flow environments. SME and mid-size industrial companies.
Mission objective
Reduce backlog, frame hot points earlier, publish a visible action plan, and sustain follow-up after the field work.
Status quo vs QognyX
Traditional consulting
Discovery-heavy start. Action plan appears late. Backlog peaks before the mission becomes operational.
W8-W12
action plan timing
+38%
backlog peak
QognyX-enabled mission
Operational visibility before the site visit. Day 1 focused on confirmed hot points. Action plan ready by week 2.
Day 1
mission focused
-71%
backlog by W12
Status quo consulting
W0 W2 W4 W6 W10 Action plan starts Backlog +38%
QognyX-enabled mission
Pre D1 W2 W4 W6 W10 Day 1 ready Action plan Backlog -71%
QognyX Confidential presentation document - 1 / 2
Solution - Performance Consulting
Approach, credibility, and offer
Operational visibility before Day 1
QognyX frames production data before the site visit so the mission starts on constrained hot points, not on broad discovery.
01 Remote data intake
Backlog, OEE, reject rate, throughput, and cycle-time drift collected before engagement.
02 Pre-analysis and hot points
Constraints and investigation paths structured before the workshop starts.
03 Week-2 action plan
Actions, owners, and follow-up rhythm published early enough to change execution.
Why it feels credible
CapabilityStatus QuoQognyX
Operational view before Day 1NoYes
Hot points framed pre-visitRarelyStructured
Action plan timingW8-W12W2
Follow-up and reportingPartialBuilt-in
Engagement models
Entry
Rapid Audit
A compact engagement to frame backlog, hot points, and urgent constraints fast.
Core Offer
Performance Mission
Pre-analysis, focused field work, action plan, ownership, and visual follow-up for recovery.
Extended
Continuous Follow-up
Dashboarding, review cadence, continuity, and operational knowledge capture.
90-day path
Days 0-14
Stabilize the picture, confirm constraints, publish the first action board.
Days 15-45
Execute targeted improvements and make backlog reduction visible week after week.
Days 45-90
Lock in reporting cadence, transfer operating logic, and prepare the next wave.
Less discovery. More execution.
The commercial message is simple: better preparation, faster time to action, cleaner client communication, and sustained follow-up after the mission.
Operating mode
OPERATING MODE Remote Data Intake WIP, OEE, rejects, HR Cycle times before the engagement starts FACTORY data D1 W1 W2 W3 W4 W5 Operational Pre-Analysis Focused field mission Major Action Plan Retro planning Recovery plan Objective: reduce backlog and stabilize flow W3 gate final chain Audit Chain structured close-out Inputs prepared before Day 1 Week-2 action logic visible Weekly checkpoints through close-out
Operating mode
QognyX Confidential presentation document - 2 / 2