Value reason 01
Return management and analyst time
Automate recurring review preparation and evidence collation so specialists can focus on decisions and improvement.
Virtual Industrial Business Analyst
IQVISS
AI Analyst Packs for daily performance and working capital.
Reads production, cost and operations data across the plant to explain margin and throughput swings — where money and time are actually being lost, and why.
Throughput variance−6.8%
Evidence-backed findingConstraint isolated to Line 03
Sample Decision BriefEvidence-backed
A margin decline is concentrated in one product family despite stable sales volume.
Production cycle time increased after a schedule change
Rework hours rose on the same lines
Material cost remained within the expected range
Recommended next step
Validate the revised schedule and rework drivers before changing price or procurement assumptions.
Illustrative product-output example. Values and findings are not customer results unless a published case study is linked below.
Why Teams Buy IQVISS
Buy IQVISS when management time is being spent preparing the review instead of improving the operation.
Your production, maintenance, inventory, cost and finance data already contains the warning signs. IQVISS performs the repetitive analysis continuously so leaders enter each review with the losses, risks and next investigations already prioritised.
Value reason 02
Expose operational loss earlier
Surface throughput, downtime, inventory and margin deviations while there is still time to act.
Value reason 03
Connect plant performance to business impact
Relate operational signals to service, cash, cost and margin instead of reviewing disconnected metrics.
Cost of waiting
Every manually prepared review consumes expert time and delays action on losses that are already affecting the operation.
How the value becomes measurable
Reviews processed
Preparation time returned
Priorities acted
Business impact validated
Evidence of analysis at scale
See how IQVISS assesses existing signals daily and prioritises sites for human investigation across a nationwide installed base.
Choose Your First IQVISS Analyst
Start with the business-analysis bottleneck creating the most delay.
Each Analyst Pack is scoped to a defined body of recurring work. Deploy one first, agree the work unit and review owner, then expand when the outcome is measurable.
Analyst Pack · 01
Manufacturing Business Analyst
Walk into the operating review already knowing what needs attention.
Shift, daily and weekly review preparation
Plan-versus-actual, downtime and loss analysis
Recurring issue and unresolved-action tracking
Intended outcome
Faster operating reviews, earlier visibility into loss and more management time focused on improvement.
Analyst Pack · 02
Inventory & Working Capital Analyst
Know where cash or production continuity is at risk.
Shortage and expedite risk
Excess, ageing and blocked stock
Slow-moving, obsolescence and transfer opportunities
Intended outcome
Help release working capital, protect production and improve inventory decisions.
What It Does
Built around the work your team performs every day.
Start with one operating decision, connect the evidence already available and expand as value becomes visible.
01Production and throughput variance analysis
02OEE, downtime and maintenance impact analysis
03Inventory exposure and replenishment risk
04Cost, margin and operational performance correlation
05Daily and management-ready Decision Briefs
Questions It Helps Answer
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Where is margin leaking across the plant or product mix?
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Which production or maintenance issue is affecting output?
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Where is inventory creating working-capital or service risk?
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What changed since the last operating review?
What Your Team Receives
Prioritised operational findings
Evidence linked across available systems
Risk and business-impact context
Likely contributing factors
Recommended investigation for the responsible team
Works With What You Have
Your current systems remain the source of truth.
Connect directly where data is accessible. Use EdgeVISS where operational data is trapped inside machines, controllers or industrial protocols.
ERPMESSCADAHistorianCMMSSQLExcel / CSVProduction schedulesCost centresFinance systems
Operational Outcomes
Faster daily and weekly operating reviews
Earlier visibility into margin and throughput risk
Less manual report preparation
More consistent analysis across plants
Clearer evidence behind management decisions
Deployment
Designed for industrial architecture
Deploy in the architecture that fits the plant, data-governance and latency requirements. Access remains governed and operational experts retain decision authority.
CloudOn-premiseEdgeHybrid
Product case study
Pan-India ATM Surveillance Availability Intelligence
See how IQVISS assesses existing surveillance signals daily and prioritizes ATM sites for human investigation across a nationwide installed base.
Existing systems stay in place
IQVISS can work across the applications and data sources your teams already use. EdgeVISS is added only when operational data is not readily accessible.
Start With One Real Decision
See what IQVISS finds in your own operational data.
Begin with one dataset, one recurring problem and one decision your team needs to improve.
Start IQVISS Trial