Cycle count corrections that do not reduce error rates are a symptom, not a fix. Optichain investigates where discrepancy patterns originate across receiving, putaway, picking, and returns, then designs inventory control and exception management frameworks that address the root cause. ICQA programs are built for targeted, high-impact counting keyed to risk, velocity, and exception activity.
A count corrects the number. Finding where the error started keeps it correct.
01Root cause
Trace errors to where they start.
What we examineDiscrepancy patterns · Receiving, putaway, picking, and returns · Root-cause analysis
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Discrepancies with no pattern
Persistent location-level discrepancies with no clear pattern.
02Cycle counts & ICQA
Count where the risk is.
What we examineTargeted cycle counts · ICQA prioritization · Inventory risk scoring
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Counting everything, fixing nothing
Cycle count programs that count everything and improve nothing.
03Exceptions
Close exceptions before they age.
What we examineException aging · Ownership and escalation · Manifest and carrier issue workflows
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Exceptions that age without an owner
Exception queues that age without owners or escalation paths.
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Manifest issues handled one at a time
Manifest and carrier issues triaged ad-hoc, never systematically.
04Measurement
Measure the defects that matter.
What we examineDPMO by category · Pick short and adjustment analysis · Anomaly detection
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DPMO without the categories behind it
DPMO tracked at a high level, missing the categories that drive defects.
Who this is for
Operations teams whose cycle count corrections never seem to reduce error rates.
Sites with growing exception backlogs and unclear ownership.
Teams that need DPMO and exception aging visibility leadership can actually act on.
Warehouses where manifest and carrier discrepancies quietly distort inventory.
Cycle count strategy keyed to risk, velocity, and recent exception activity. Operationally feasible for the team you actually have.
02
ICQA Prioritization
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Design ICQA programs focused on high-risk locations, recurring discrepancy patterns, and exception-driven count triggers. Targeted, not blanket.
03
Pick Short / Missing Analysis
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Analyze pick short and missing patterns to identify whether the issue is inventory, process, or configuration. Find where the gap originates.
04
Adjustment Analysis
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Review inventory adjustment patterns to identify root causes and whether adjustments are actually reducing error rates or just masking the problem.
05
Inventory Risk Scoring
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Score inventory risk by SKU, location, and workflow. Focus inventory control resources on the areas where accuracy problems drive the most operational impact.
06
Exception Aging
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Open exceptions by type, age, owner, and resolution status. Aging thresholds and escalation paths that close exceptions instead of tracking them.
07
DPMO Dashboards
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Defects-per-million tracking across quality categories. Tied to the workflows that actually generate the defects.
08
Manifest Issue Workflows
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Identify, triage, and resolve manifest discrepancies, carrier exceptions, and inbound quantity issues with structured workflows.
09
Root-Cause Analysis
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Investigate where discrepancy patterns originate across receiving, putaway, picking, returns, and cycle count processes.
10
Inventory Anomaly Detection
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Identify inventory patterns that indicate systemic workflow or configuration issues rather than random variance.
What you receive
A plan your team can put to work.
Connect the findings to the way inventory is controlled day to day. The handoff covers what to count, how errors are traced, and who owns each exception.
01
Counts that target risk.
ICQA Program & Cycle Count Strategy. Risk-based ICQA program with targeting logic, count cadence, exception-driven triggers, and operational rollout plan.
Risk and velocity → count cadence → exception triggers
02
Errors traced to the source.
Pick Short / Missing & Adjustment Analysis. Pattern analysis of pick shorts, missing items, and adjustments to identify whether the issue is inventory, process, or configuration.
Pick shorts and adjustments → pattern → originating step
03
A view leadership can act on.
DPMO, Exception Aging & Risk Dashboard. DPMO categories, exception-by-type, aging buckets, inventory risk scoring, and ownership views designed for daily and weekly review cadences.
Root-Cause & Resolution Framework. Investigation framework, resolution workflows, and aging thresholds that close exceptions and feed back into workflow corrections.
Investigation → resolution workflow → process correction
Systems & workflows
Where this work lives.
Optichain is vendor-agnostic. The work fits inside the systems and workflows your warehouse already runs on.
