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Pharma & Manufacturing

Sovereign AI for pharma & manufacturing.

Batch record review, packaging inspection with vision models, OOS/OOT detection, AP automation, and purchase order management — all running on-premise with TinyAI. No data ever leaves your walls.

01 · Batch Records Review

Automate batch record review.

TinyAI reads, validates, and cross-checks batch production records automatically — catching deviations and missing entries before human reviewers even open the file.

✓Automated extraction of batch record fields and parameters
✓Cross-check against master batch record templates
✓Flag deviations, missing signatures, and incomplete entries
✓Generate review summary reports with exception highlights

Results

80%

Faster review

95%

Accuracy

100%

Audit trail

Reduce batch record review time by 80%. Catch deviations and missing entries automatically before release.

02 · Packaging Inspection

Vision-powered packaging review.

TinyAI vision models inspect every box, label, and container to verify correct product information, dosage, barcodes, and branding before shipment.

✓Label text verification against approved artwork
✓Barcode and serialization code validation
✓Dosage, expiry date, and lot number accuracy checks
✓Defect detection on containers, seals, and closures

Results

99%

Detection rate

10x

Faster than manual

On-prem

Vision models

Catch packaging errors before they reach the supply chain. Every label, every box, every container — verified automatically.

03 · OOS/OOT Detection

Catch deviations early.

TinyAI monitors test results in real time, automatically flagging Out-of-Specification and Out-of-Trend conditions before they escalate.

✓Real-time monitoring of analytical test results
✓Automatic OOS/OOT flagging against specification limits
✓Trend analysis across batches to detect drift early
✓Investigation workflow initiation with root cause suggestions

Results

Early detectionFewer rejected batchesFaster investigationsOn-premise

Detect quality deviations before they become batch failures. Reduce investigation time and protect product quality.

Manufacturing back-office

Unlock back-office efficiency.

TinyAI automates finance, procurement, and logistics operations in manufacturing — reducing manual workloads, cutting cycle times, and running entirely on your infrastructure.

✓

AP Automation: Invoice ingestion from emails and scans

✓

AP Automation: Validation, PO matching, and exception handling

✓

AP Automation: 60–80% processing time reduction, 70% fewer errors

✓

PO Management: Automated purchase request intake and approval validation

✓

PO Management: PO generation and delivery/invoice reconciliation

✓

PO Management: >50% improved process efficiency, <10% error rate

Get started

Start with a one-model pilot.

A 30-minute discovery call, a no-obligation ROI assessment, then a pilot on a single process. Prove it works before you commit.

No GPU procurement · On-premise deployment · Live in 12 weeks