QUALITY INSPECTION · PRIVATE BETA 2026

The inspection platform
for precision manufacturing.

Scan a part with an iPad. Zoviti compares it to your CAD file, flags every deviation from spec, and returns a signed inspection report — in minutes, not days. Built for aerospace, medical device, defense, and robotics shops that need evidence, not alerts.

Private beta, rolling through 2026. No spam.

CAD-referenced · AI-narrated · audit-ready

PART #A-4829 · REV 02 FAIL

Max deviation

0.140 mm

Tolerance

±0.100

Features

24 · 1 fail

! F-07 pocket depth · +0.14 mm over tolerance

THE CATEGORY

Precision QA hasn't had a platform.

CMMs are accurate but capital-heavy and booked solid. Machine-vision rigs are fast but trained per-defect. Everything else is a paper checklist and a caliper — and none of them hand the auditor a signed PDF.

WHY ZOVITI

Three things nobody else combines.

The AI-vision category is crowded. The metrology category is legacy. Zoviti is the middle neither side built.

CAD is ground truth.

Every deviation is measured against your nominal STEP file — not guessed from training data. No per-defect model training. No labeled dataset. No model drift across shifts or part revisions.

iPad LiDAR, not a metrology fixture.

Precision 3D capture from a device already in your shop's pocket. No CMM booking. No custom fixturing. No $200k capex. Scan is complete in 60–90 seconds by any operator, not a senior metrologist.

Signed, auditable, machine-readable.

Every inspection produces a signed PDF (for the file cabinet), a deviation heatmap (for engineering review), and a stats.json (for your QMS/MES). Built from day one for AS9100, ISO 9001, and ISO 13485 workflows.

HOW IT WORKS

One pipeline. Every inspection.

Zoviti is a data contract, not a black box. Every capability we ship runs through the same engine — an eight-stage pipeline you can audit, unit-test, and wire into your own systems.

Capture

iPad LiDAR scan, fiducial-locked scale

FPFH + ICP alignment to CAD

Measure

Signed-distance per sample & feature

Verdict

Numeric guardrails · VLM narrates

Deliver

Signed PDF · heatmap · JSON

iPad LiDAR capture → FPFH+RANSAC coarse and point-to-plane ICP fine registration to your CAD → per-sample signed-distance deviation aggregated per feature → numeric guardrails set pass/fail (the VLM narrates but cannot override) → signed PDF, deviation heatmap, and stats.json contract.

WHAT YOU GET

Evidence, not alerts.

Three artifacts land in your inbox from every inspection. Each one goes to a different reader: the auditor, the engineer, and the automation layer.

FOR THE AUDITOR

Signed PDF report

One page. Part ID, CAD reference, heatmap, stats table, VLM narrative, timestamp, signature. Drops in the shipment folder or the ISO binder.

FOR THE ENGINEER

Deviation heatmap

Color-mapped signed distance over the whole part. The first place your process engineer looks when a batch starts walking out of spec.

"part_id":    "A-4829",
"revision":   "02",
"cad_id":     "7c2e...",
"scan_id":    "0a4f...",
"tolerance_mm": 0.100,
"global_stats": {
  "max_abs_mm": 0.140,
  "mean_abs_mm": 0.032,
  "rmse_mm":    0.038
},
"pass_fail":  "FAIL",
"signed":     true

FOR THE MACHINE

`stats.json`

Typed, versioned data contract. Your QMS, MES, or customer portal reads one file — every field traceable to scan and CAD IDs.

Zoviti is a data contract first. Everything else builds on the JSON.

BUILT FOR

Precision shops that need evidence.

Contract manufacturers, precision CNC shops, and assembly houses serving aerospace, medical device, defense, and robotics customers. If your auditor has opened your inspection binder in the last twelve months, Zoviti is built for you.

AS9100 ISO 9001 ISO 13485 AS9102 FAI PPAP

FAQ

Short answers to the questions we get.

How does iPad LiDAR compare to a CMM?

Zoviti operates at roughly ±0.5 mm realistic accuracy today — worse than a coordinate measuring machine, and that's the point. Zoviti catches the 80% of defects that never make it to the CMM queue (dimensional drift, missing features, wrong revisions, gross deformation), at a fraction of the time and cost. The two are complementary. Our accuracy ceiling rises on the roadmap.

Does this replace our CMM?

No. Zoviti removes the CMM bottleneck by pre-filtering parts that don't need sub-tenth-millimeter metrology to evaluate. Your CMM stays where the aerospace callouts are.

What CAD formats does Zoviti read?

STEP (preferred), STL, and IGES at general release. Native PMI/GD&T parsing from STEP AP242 is in development.

Where does scan data live?

Private per-tenant storage. You control retention. On-premise deployment for ITAR and regulated environments is in the roadmap.

What standards does the output map to?

Reports align to AS9102 (first article), PPAP (production part approval), and the inspection record requirements of ISO 9001 and ISO 13485. Customer-specific format extensions during beta.

When can I start?

Private beta rolling through 2026. We match intake to shop part class and inspection workflow so early users get a pipeline that already knows their geometry.

Ship with proof.

Join the private beta. We email when a slot opens for your part class.

Private beta 2026. No marketing spam, ever.

The inspection platform for precision manufacturing.