INDUSTRY • Food & Beverage

What's on the label has to match what's in the pack.

Food and beverage lines carry a stricter obligation than most: what ships has to be safe, correctly labelled, and exactly what the date code says it is. Tech Genesys builds machine vision inspection around your filling, capping, and packing lines to verify packaging correctness, labels, caps, fill levels, seals, contamination, and date codes — pack after pack, shift after shift.

inspection checkpoints per pack
0
online, in-line inspection — no sampling
0 %
typical capture-to-decision time
< 0
continuous line monitoring & logging
0 /7

Food and beverage leaves the smallest margin for error.

Unlike most manufactured goods, a food or beverage pack is judged by both a regulator and a consumer who will actually consume what’s inside. Manual checks can’t keep pace with modern filling lines, and the risk of a miss extends well beyond a single unit.

Food safety & audit compliance

FSSAI, HACCP, and retailer audits expect documented, consistent verification of label, seal, and date-code accuracy on every batch.

Shelf-life & date code errors

A smudged, missing, or incorrect expiry date can force a batch recall or an on-shelf withdrawal after the fact.

Contamination risk

Foreign particles, packaging fragments, or discoloration must be caught before sealing, not discovered by a consumer.

High-speed filling lines

Bottling, canning, and pouch lines running hundreds of units a minute leave no realistic window for manual inspection.

Fill accuracy & giveaway

Consistent under- or overfill affects legal-metrology compliance, taste consistency, and product cost across a run.

Frequent recipe & SKU changes

Seasonal flavours, promotional packs, and private-label runs increase the chance of the wrong label reaching the wrong batch.

Eight checkpoints, one pass/fail decision per pack.

Each checkpoint below can run independently or as part of a single combined inspection station, matched to your product, pack format, and line speed.

Packaging Correctness

Confirms the right pack, cap, and label combination is used for the right product and SKU — catching mismatches during flavour or format changeovers.

Label Verification

Checks label artwork, placement, and print quality against reference — flagging missing, wrinkled, skewed, or incorrect labels before packing.

Cap Presence

Verifies every bottle, jar, or can leaves the line with a properly seated cap or lid, catching loose, tilted, or missing closures.

Fill Level

Measures liquid, powder, or particulate fill height against target range — detecting underfill and overfill on every unit.

Seal Condition

Inspects induction seals, pouch seals, and can seams for continuity — identifying breaks, wrinkles, or incomplete seals that risk spoilage and leaks.

Contamination Visibility

Detects foreign particles, packaging fragments, discoloration, and unexpected inclusions in-product or on the container before sealing.

Date Codes

Reads and verifies manufacturing dates, best-before dates, and batch codes via OCR — catching missing, smudged, or misprinted codes.

Production Consistency

Tracks pass/fail trends across a shift or batch to flag drift in fill, seal, or print quality before it becomes an out-of-spec run.

Inspection tuned to your product and pack.

A carbonated beverage line, a dairy pouch line, and a frozen-food carton line all need different optics, lighting, and timing — we match the approach to each.

Beverage Bottles & Cans

Fill level, cap, seam, and label checks on high-speed bottling and canning lines.

Dairy Packs & Pouches

Seal integrity, fill level, and date-code checks on flexible dairy packaging.

Snacks & Bakery

Pack seal, print, and fill-weight consistency on flow-wrap and pouch lines.

Sauces & Condiments

Cap presence, fill level, and contamination checks on glass and PET jars.

Frozen Food Packs

Seal condition and date-code verification under cold-chain packaging constraints.

Multipack Cartons

Unit-count verification and carton condition checks before dispatch.

Complimentary Feasibility Evaluation

Ready to inspect every pack on your line?

Share your product, pack format, defect history, and line speed. Our application team will map out the right checkpoints and camera architecture for your line.

Component • Defect • Cycle Time • Accuracy • Existing Machine