Thinklytics

Manufacturing Analytics Consulting

Manufacturing data analytics consulting for industrial companies. OEE dashboards, supply chain visibility, quality control, and predictive maintenance.

Topics

  • manufacturing data analytics consulting
  • OEE analytics
  • supply chain analytics
  • quality control data
  • predictive maintenance analytics
  • manufacturing BI consulting
  • shop floor analytics

Work delivered in this industry

Benchmark Electronics

Automated OEE tracking at 6 plants uncovered $3.7M in downtime and cut unplanned stoppages by 31 hours monthly.

$3.7M Recoverable downtime identified annually.

XPO Logistics Regional Division

We merged seven warehouse systems into a single platform, slashing logistics costs by $2.2 million a year and cutting order fulfillment from 3.1 days to 18 hours.

$2.2M Annual logistics cost saved.

Flex Ltd. (Automotive Division)

Improved data accuracy at four plants to cut defect escapes from 21 to 4 per 1,000 units, saving $4.6M annually in warranty costs.

$4.6M to $880K Annual warranty claims.

Sysco Regional Distribution

We met FDA traceability requirements in 14 weeks, cutting recall response from 72 to 4 hours and preventing $3.1M in fines.

$3.1M Potential penalties avoided.

Applied Industrial Technologies

We rolled out sales and service analytics to 180 field reps, directly boosting cross-sell revenue by $2.8M in year one and cutting contract renewal delays from 45 days to 6 days.

$2.8M Cross-sell revenue increase in year 1.

Forum Energy Technologies

Implemented AI-driven demand forecasting for three product lines, cutting inventory costs by $1.8M yearly and slashing stockouts from 34 to 4 each quarter.

$1.8M Annual inventory carrying cost saved.

What clients in this industry usually arrive with

  • Reporting cannot be trusted, described as sales and finance numbers do not match or inconsistent KPI reporting. Resolved by Metric governance, data cleaning, master data management, data engineering.
  • Reporting takes too much work, described as automate monthly reporting or combine reports from multiple systems. Resolved by Executive reporting, integrations, ERP consolidation.
  • Employees waste time finding information, described as search internal company documents or find policies and procedures quickly. Resolved by Knowledge assistant, RAG, unstructured data platform.
  • Systems require manual handoffs, described as eliminate manual data entry between systems or automate approval workflows. Resolved by API integration, workflow automation, human review design.
  • AI projects are not delivering value, described as measure AI ROI or AI pilot not moving to production. Resolved by Strategy, readiness assessment, AI PMO, adoption.
  • AI is too risky to deploy, described as AI confidential data protection or control AI agent permissions. Resolved by Governance, AI security, agent identity, evaluation.

Other industries

Start with the 30-day Analytics Truth Audit.

Manufacturing data work that holds up under scrutiny.

Why manufacturing data projects stall.

What manufacturing clients ask before they engage.

Often paired with Manufacturing engagements.

Ready to connect your shop floor to your executive dashboard?

Moving to S/4HANA? The risk is your data, not the platform.

Yes. We have worked with SAP, Oracle, and other major ERP platforms. We build the analytics layer on top of your existing ERP rather than replacing it, which means your existing processes and historical data are preserved.

Yes. We build the data pipelines that extract machine data from PLCs, SCADA systems, and MES platforms and connect them to your analytics environment. This is the foundation for real-time OEE and predictive maintenance analytics.

Multi-site and multi-ERP environments are common in manufacturing. We build a unified semantic layer that normalizes data across sites and ERP instances, producing consistent metrics at the site level and consolidated metrics at the enterprise level.

What is the typical engagement length for a manufacturing client?

Most manufacturing data foundation engagements run 10 to 14 weeks. We start with a 30-day Analytics Truth Audit that maps your current data environment and produces a prioritized roadmap before any build work begins.

Manufacturing data analytics consulting for industrial companies. OEE dashboards, supply chain visibility, quality control, and predictive maintenance.

Manufacturing generates enormous volumes of operational data that rarely make it into decision-making. We connect the shop floor to the executive dashboard without requiring a platform replacement.

Ready to connect your shop floor to your executive dashboard?

Start with a 30-day Analytics Truth Audit. We identify exactly what is broken and give you a 90-day roadmap to fix it.

Manufacturers carry the messiest master data: duplicate vendors and materials, broken units of measure, and custom code that snaps at cutover. Our SAP practice cleans, maps, and validates it before you move.