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💊Industry · Pharma & Life Sciences

GxP MES, electronic batch records
and AI for pharma manufacturing

For pharma plants in Boston, Basel, Cork, Hyderabad and Ahmedabad. FDA 21 CFR Part 11-ready electronic batch records, GxP-aligned MES, lab integration, serialization (DSCSA, EU FMD) and AI for batch yield, deviation triage and document intelligence.

FDA 21 CFR Part 11 readyGxP / GMP awareDSCSA / EU FMDEU AI Act risk-tiered
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The Reality on the Ground

What pharma operations is solving for

Paper batch records still rule

Even in 2026 most plants still have hybrid paper / electronic batch records. Full eBMR cuts review time 60%+ and accelerates release.

Deviation triage is a manual swamp

Quality teams drown in deviation paperwork. AI document intelligence triages, classifies and recommends - under human review.

Serialization compliance is now mandatory

DSCSA in the US, EU FMD in Europe, Russian / Saudi / Indian serialization - global pharma needs unified serialization, not country-by-country point solutions.

LIMS / MES / ERP / DCS are all islands

The full digital thread from raw material to released batch is rarely real. We build that integration layer.

CAPA cycles drag for months

Corrective and preventive actions get lost in spreadsheets. Modern CAPA workflows with audit trails close issues in days, not quarters.

Cold-chain visibility is poor for biologics

IoT-enabled real-time cold-chain monitoring with temperature excursion analytics is now table stakes - most plants do not have it.

How We Help

What we build for pharma

GxP-aligned MES with electronic batch records

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FDA 21 CFR Part 11-ready eBMR, electronic signatures, audit trails, validated user-access controls. Integrated with SAP, Oracle and Siemens PCS7.

AI for batch yield, deviation triage, OOS investigations

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Computer vision for visual inspection of vials/tablets, NLP for deviation triage and CAPA classification, AI assistants for OOS root-cause investigations.

  • EU AI Act risk-tiered
  • Model cards for every model
  • Human-in-the-loop by default

Serialization & traceability (DSCSA / EU FMD)

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GS1-aligned serialization, aggregation, EPCIS reporting, multi-country tenant model. Cold-chain IoT with temperature-excursion analytics.

LIMS / MES / ERP integration

Connect LabWare, LIMS, MES, SAP and DCS systems into a unified digital thread - from raw material to released batch.

Agentic AI for quality and regulatory

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Multi-agent systems that draft deviation responses, classify CAPAs and surface regulatory-precedent - with full audit trails for FDA / EMA / CDSCO review.

Predictive maintenance & OT cybersecurity

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CMMS + IIoT for cleanrooms, fillers, lyophilizers. IEC 62443-aligned OT segmentation, designed for FDA part 11 / EU GMP Annex 11 environments.

Outcomes

What clients see in 90–180 days

60%+
Batch-record review time cut
70%
Deviation triage time cut
< 1 day
Released-batch close (typical)
FDA / EMA
Audit-ready evidence

Where we have done this

India · Hyderabad
Hyderabad pharma cluster

Engagement structures designed for the "Genome Valley" pharma cluster - APIs, formulations, biologics and vaccines.

US · NDA
Confidential US pharma plant

GxP-aligned MES with electronic batch records - FDA 21 CFR Part 11 ready. Referenceable under NDA.

EU · NDA
Confidential European life-sciences

EU AI Act-aligned deviation-triage AI engagement. References under NDA on a discovery call.

India · Ahmedabad / Vapi
Gujarat pharma & chemicals

Plant operations software, safety compliance, inventory optimization and utility management for Gujarat pharma + chemicals belt.

Global
Samsung Electronics case study

Galaxy XCover7 ruggedized-device deployment - demonstrates electronics-grade engineering rigour relevant to pharma audit environments.

Pan-India
Compliance discipline at scale

Engagements aligned with SOC 2, GDPR, HIPAA, ISO 27001, FDA 21 CFR Part 11 - attestations available under NDA.

Discovery call with our pharma practice

30-minute discovery call. We come prepared with two or three concrete ways we can help your specific plant, batch process or quality challenge.

Frequently asked questions

Are you FDA 21 CFR Part 11 / EU GMP Annex 11 / Schedule M ready?

Our engineering practices, validation discipline, audit trails, electronic signatures and user-access controls are designed FDA 21 CFR Part 11 / EU GMP Annex 11 / Indian Schedule M-aware. We do not "certify" your plant - that's a plant-level compliance activity - but every system we ship comes with the evidence pack your QA team needs for those audits.

Do you support computer system validation (CSV) and CSA?

Yes. We support both classical computer system validation (CSV) and the newer FDA Computer Software Assurance (CSA) approach. Risk-based validation, IQ / OQ / PQ documentation, and traceability matrices are part of standard deliverables on regulated engagements.

How do you handle PHI / patient data?

On PHI-aware engagements (clinical trials, patient-reported data, medical-device software) we apply HIPAA-aware controls, GDPR-resident hosting (Azure EU / OVH / Hetzner) and BAAs with hyperscalers. Specific controls evidence available under NDA.

Can you work with our existing LIMS / MES / SAP?

Yes - that is the typical engagement. We rarely rip-and-replace; we integrate. LabWare LIMS, Veeva, SAP S/4HANA, Siemens PCS7, Werum PAS-X and others are within our integration scope.

Ajinkya Technologies

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+91 73494 16661 hello@ajinkyatechnologies.in#429-B/1, Congress Road, Tilakwadi, Belagavi, Karnataka, 590006, India

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