QIF (ISO 23952) CAD DMIS Automated data

From engineering to the shop floor: CAD + QIF + DMIS with measurements captured automatically

IVR 5.0 AI connects product definition, measurement intent, and inspection execution to produce reliable data — no manual typing, no transcription, full traceability . Faster decisions for SPC , APQP , and audits , with a real reduction in human-error risk and rework between engineering, metrology, and production.

See the CAD → QIF → Measurement → SPC flow Explore modules by area

Built for Quality and Engineering professionals: standardization, evidence, and repeatability across the measurement chain.

Technical focus
PMI / GD&T Datums Measurement strategy Traceability Audit-ready evidence
Principle: define once , measure consistently , capture automatically , prove with evidence , and act fast .

A technical flow that removes noise and rework

One continuous line: definition → structuring → execution → evidence → action.

QIF details
1. CAD (Engineering/Quality)
Defines geometry, datums, and intent. Supports structured requirements and critical characteristics.
2. QIF (ISO 23952)
Standardizes characteristics, tolerances, and PMI as a traceable “contract” between engineering and metrology.
3. DMIS (Measurement execution)
Turns intent into strategy and inspection execution. Reduces method variation and speeds standardization.
4. Automated data capture
Results collected directly from equipment and measurement routines: less human error, more consistency and auditability.
5. SPC + APQP + Audits
Consolidated evidence for process stability and closed-loop actions and plans.
Why it matters

Measurement systems fail more often due to process noise than sensors: inconsistent interpretation, manual transcription, and non-standard strategies. IVR makes the chain explicit and repeatable.

  • Fewer loops between drawing, metrology, and reporting.
  • More trust in data for faster decisions (SPC and audits).
  • A stronger foundation for APQP and lessons learned across projects.

What you get in practice (without relying on manual entry)

QIF as a common language
Critical characteristics, tolerances, and datums defined in a traceable, reusable way across projects, plants, and suppliers.
Measurement without human failure
Automated capture reduces transcription errors, improves repeatability, and speeds response to shifts (SPC and audits).
CAD optimized (Eng & Quality)
Inspection-aligned development. Connects intent (what to measure) to the plan (how to measure) with less rework.
CAD ⇄ QIF ⇄ DMIS
End-to-end integration: definition → structuring → execution. Less variation, more consistency, better comparability.

Modules by area (with a focus on Quality and Engineering)

Start with data reliability and inspection; expand to production and maintenance as you scale.

Quality
SPC, audits, NC, and technical evidence. APQP closes the loop with traceability and consistency.
See Quality modules
Engineering
QIF, CAD, DMIS, and MSA to reduce industrialization time and standardize inspection from day one.
See Engineering modules
Maintenance
TPM plus preventive and predictive maintenance to reduce downtime and stabilize measurement and process.
See Maintenance modules
Production
OEE and shop-floor execution to turn reliable data into operational action and results.
See Production modules

QIF (ISO 23952) + DMIS: less ambiguity, more standardization

When inspection requirements vary from person to person, the process gets noisy. With QIF you structure characteristics and tolerances; with DMIS you standardize strategy and execution.

  • Reduces inspection programming and reprogramming time
  • Improves comparability across machines and plants
  • Strengthens audits with traceable technical evidence
  • Cuts human-error risk in capture and consolidation

Preventive and predictive maintenance connected to process stability

Maintenance is not only uptime — it is stability. Preventive and predictive strategies reduce operational variation, directly improving measurement repeatability, OEE, and product quality.

Want to see this applied to your scenario?

We map your CAD → inspection → evidence flow, define automation points, and run a pilot focused on measurable gains for Quality, Engineering, Production, and Maintenance.

Request a demo