Pharmaceutical robotic filling line inside a cleanroom with stainless steel equipment and inspection sensors

Science-grade analytics for regulated robotic processes

Precision, compliance, and confidence in every dashboard.

Pharma filling lines, semiconductor lithography robots, aerospace fastening, and chemical inspection systems need evidence at operating speed. Kevin's Kinetics connects process data, quality signals, and audit records in one controlled view.

Request a compliance-focused BI consultation Explore the dashboards

Aligned with FDA and EMA expectations Supports ISO 13485 quality systems 21 CFR Part 11 ready workflows

Evidence at a glance

Audit-ready dashboards for every stakeholder

Quality teams need batch release evidence. Maintenance teams need calibration status. Site leaders need a clear quality index. Each view keeps the source, timestamp, approval state, and exception history close at hand.

Select a view to inspect its evidence structure.

Live risk layer

Fill-line contamination map

Current contamination risk

18.4 Within action threshold

Contamination risk analytics

See a deviation while it is still a signal

Particle sensors mounted near robotic grippers feed a risk index alongside air pressure, humidity, and batch context. The dashboard shows where the signal started and which lots may be affected.

Pharma clients reduced environmental investigation time by 45%. The result is a shorter path from alert to documented decision.

Continuous sensor correlationRules, models, and operator review stay visible in the audit trail.

Semiconductor yield analytics

Find the robot event behind the wafer defect

Kevin's Kinetics correlates handling errors, robot module history, cycle time, and wafer defect patterns by lot. Engineers can separate arm drift from process variation before the next review meeting.

A leading fab improved edge-yield by 8% after identifying robotic arm drift.

The finding connected a small motion change to a repeatable defect pattern.

Lot correlation view

Cycle time versus defect count

Yield 97.8%

Lower cycle timeHigher cycle time

Aerospace robotics quality intelligence

Robotic fastening with aerospace precision

Every fastener has a record. Torque, angle, tool state, and operator approval remain connected to the part and work order.

Torque-angle curves

Flag an out-of-profile fastener as it is installed, with the full curve ready for review.

Real-time SPC

Track Cp and Cpk against control limits while the robotic cell is running.

AS9102 reporting

Create first-article inspection evidence from approved measurements and traceable source data.

Pharmaceutical robotics BI case study

Pharma manufacturer passes FDA audit with zero observations

The quality team replaced six months of manual preparation with connected batch review dashboards and electronic logbooks.

Challenge

Manual data gathering slowed audit preparation and made cross-line review difficult.

Solution

Approved records, batch events, deviations, and electronic signatures were brought into one review path.

Result

60%

less audit preparation time, with no 483 observations at the first audit.

“Our reviewers can trace a batch decision to the original robot event without assembling evidence by hand.”Eleria Zorin

Bring auditor-grade confidence to your robot-powered operations.

Our regulated-industry specialists understand quality systems and validation master plans. We will map your current data sources to a practical, compliance-focused dashboard plan.

Schedule a quality-focused discovery session +1 256 701 7977

Clear answers for quality teams

Regulated industries BI FAQ

A controlled analytics layer should fit the systems and validation process you already use.

Are your dashboards validated for GxP environments?

Kevin's Kinetics can align dashboard requirements, access controls, testing evidence, change records, and approval steps with your GxP procedures. Validation responsibilities are agreed during discovery.

How do you support 21 CFR Part 11 compliance for electronic signatures?

The platform design supports unique user identity, role-based access, signature meaning, timestamped audit trails, and controlled record changes. Your quality team defines the governing procedures.

Can the platform connect to our existing LIMS or MES?

Yes. Integration planning can include LIMS, MES, SCADA, historians, and robotics controllers. Pharma deployments may include Werum PAS-X and Emerson DeltaV environments.

What data residency options do you offer for highly regulated markets?

Data residency, retention, encryption, and access boundaries are defined around your operating countries and internal security policy before the solution architecture is approved.

Do you provide validation documentation packages?

The project can include requirements, risk assessment, traceability, test scripts, execution records, release notes, and operating procedures mapped to your validation master plan.