India
Manufacturing AI for Indian Manufacturers, Production-Grade Intelligence from India's Industrial AI Engineering Partner
Indian manufacturers in 2026 are being pitched AI by every kind of vendor, global system integrators charging Big-4 consulting fees for long timelines, and demo-heavy AI startups with no production references. What is missing in that market is a manufacturing-native engineering partner that has actually shipped agentic AI, predictive maintenance and MES on Indian factory floors at enterprise scale.
Ajinkya Technologies is that partner. Ten-plus years of production deployments at JSW Steel, Hindalco Industries, Samsung Electronics and Aditya Birla Group. Featured in Forbes India (April 2026). Subject of the Samsung Electronics official Galaxy XCover7 case study (September 2025). We build agentic AI, predictive maintenance, computer-vision quality inspection and MES for Indian manufacturers with full source-code ownership transferred to you.
Free scoping call. We start with one line, never change your machine logic, and you own the code and the data.
Company reported project figures, not independently audited, not a promise for another plant. Samsung Business Insights: our RFID warehouse automation story (opens in a new tab). Forbes India Brand Connect (sponsored): founder profile (opens in a new tab).
Why Indian manufacturers choose Ajinkya Technologies
The AI vendor market in India today is bimodal, global consultancies with brand recognition and long timelines, or AI startups with impressive demos and no factory-floor references. Neither has managed $1.4 billion of enterprise inventory or $9.6 billion of critical steel-plant machinery. We have.
Every one of our engineers has shipped on an operating shop floor. IIoT connectivity on blast furnaces, agentic maintenance on critical rolling-mill assets, RFID warehouse automation processing 16,800 items per hour at JSW Steel. Indian factory floors, not case studies adapted from another geography.
We deliver in Hindi, English and Kannada. We understand the compliance environment, Factories Act registers, PF, ESI, PT, TDS across every Indian state through Ankastra. We integrate with SAP S/4HANA the way Indian enterprise IT teams actually deploy it. And we transfer full source-code ownership so your internal team is never locked into our support contract.
- Production references at JSW Steel, Hindalco, Samsung Electronics, Aditya Birla Group
- Ankastra workforce platform manages 71,000+ employees across Indian enterprise manufacturers
- Multi-state payroll automation, PF, ESI, PT, TDS, Gratuity, Bonus, LWF
- Factories Act compliance registers (Form 12, Form 14, Form 25) auto-generated
- SAP S/4HANA, Oracle Cloud Manufacturing, Microsoft Dynamics 365 integration
- Source-code ownership transferred, no vendor lock-in
What we build for Indian manufacturing operations
Our work covers the full AI and digitalisation stack for Indian manufacturers, IIoT machine connectivity, MES, agentic AI, computer-vision quality inspection, workforce intelligence and RFID warehouse automation. Deployed on your existing infrastructure, no rip-and-replace.
For greenfield plants coming online, we digitise from day one: machine connectivity via OPC UA / Modbus / MQTT, MES, traceability and ERP integration so the new line runs on data, not paper, immediately. For brownfield plants, we modernise incrementally, predictive maintenance on the most-failing asset first, Vision AI on the highest-cost quality problem first, Ankastra rollout replacing manual muster rolls and Excel-based payroll.
Every engagement is scoped against outcomes: unplanned-downtime hours reduced, OEE points added, defect rate cut, workforce leakage recovered.
- Agentic AI for shop-floor coordination, maintenance, quality and procurement agents
- Predictive maintenance, IIoT sensors, ML failure models, automated work-order creation
- Computer-vision quality inspection, 100 percent coverage at line speed
- MES, production tracking, real-time OEE, SAP S/4HANA integration
- Ankastra workforce intelligence, biometric attendance, contract labour, multi-state payroll
- RFID warehouse automation, dispatch verification, cycle counting, inventory reconciliation
Indian manufacturing sectors we serve
Steel and metals: $1.4 billion of inventory managed and $9.6 billion of critical machinery under maintenance at India's largest integrated steel complex. That reference translates directly to every steel mill, mini-mill, aluminium smelter and specialty-metals plant in the country.
Foundries, forging units and refractories: OEE improvement, dispatch traceability and workforce automation on the shift-heavy, contract-labour-intensive operations that define this segment.
Automotive components and Tier 1 suppliers: assembly-line quality inspection, stamping-press predictive maintenance, welding-quality monitoring and end-of-line test integration.
Pharmaceuticals and life sciences: FDA 21 CFR Part 11 practices, filling-line quality inspection, HVAC utility monitoring and MES integration for CDSCO-compliant manufacturing.
FMCG, engineering and process manufacturing MSMEs: modular MES + Ankastra rollouts that scale plant-by-plant without a multi-crore lift-and-shift programme.
- Steel and metals, deep production references at JSW Steel and Hindalco
- Foundries, forging and refractories, OEE, dispatch traceability, workforce automation
- Automotive components, assembly, stamping, welding, end-of-line test integration
- Pharmaceuticals and life sciences, FDA 21 CFR Part 11, electronic batch records
- Engineering and process manufacturing, MES, IIoT, ERP integration
- FMCG and packaging, high-throughput quality inspection, label verification, traceability
Credentials Indian buyers rely on
When an Indian promoter, CEO or plant head evaluates a manufacturing AI partner, the question is production credibility. We have the references that Indian enterprise procurement teams verify against.
Forbes India editorial feature, April 2026: "5 Entrepreneurs Powering India's Innovation and Growth Story." Founder and CEO Amey Kadle recognised for building one of India's most impressive enterprise-technology companies.
Samsung Electronics official case study, September 2025: "Ajinkya Technologies transforms warehouse automation with Galaxy XCover7," published on samsung.com/in/business.
Production-scale references: 720,000+ material movements tracked daily; 16,800 items per hour RFID processing; 71,000+ employees managed via Ankastra; 40 percent faster transaction speed than leading global systems, independently benchmarked.
Compliance posture: GDPR and FDA 21 CFR Part 11 practices in place. ISO 27001 and SOC 2 Type II in progress. Aligned with India's DPDPA 2023 and the four new Labour Codes.
- Forbes India editorial recognition, April 2026
- Samsung Electronics official case study, September 2025
- 500+ enterprise manufacturing clients across India
- GDPR and FDA 21 CFR Part 11 posture (ISO 27001 and SOC 2 Type II in progress)
- DPDPA 2023 and Indian Labour Codes aligned
- Source-code ownership transferred, no vendor lock-in
Frequently asked questions
Why should an Indian manufacturer choose Ajinkya Technologies over a global system integrator?
Production references. We have managed Rs 12,000 crore of enterprise inventory at India's largest steel complex and 71,000+ employees through Ankastra across Indian manufacturers. Global system integrators charge for a brand; we ship on Indian factory floors. Forbes India (April 2026) and Samsung Electronics (September 2025) validate the delivery quality independently.
How does Ankastra fit into a manufacturing AI programme?
Ankastra is the workforce-intelligence layer beneath every MES and IIoT deployment. It combines face-recognition attendance, biometric-device integration (Matrix COSEC, ESSL, ZKTeco, Honeywell), contract-labour management, multi-state payroll automation and Factories Act compliance registers. Correlating attendance events with MES production data reveals whether an OEE dip is a machine issue or a shift-team issue.
Do Indian manufacturers own the source code you deliver?
Yes. Full source-code ownership is transferred to the client as part of every engagement. You are not locked into our AMC. Your internal team can maintain, extend and modify the system independently.
Which Indian manufacturing sectors do you have production references in?
Steel and metals (JSW Steel, Hindalco), foundries, forging units, refractories, automotive components, engineering, pharmaceuticals, FMCG and process manufacturing. Ankastra clients include Hindalco Industries and JSW Steel among others.
What is the typical engagement model for an Indian manufacturer?
We start with a focused proof-of-value, one production line or one asset class, 8 to 12 weeks, with a clearly-defined ROI target agreed before we start. That first deployment establishes data architecture and gives your team a working reference. Most clients then expand into a phased plant-wide or multi-plant programme.
Explore related solutions
Common concerns, answered
Will this disrupt production?
No. We connect read only first, install during planned stops, and edge devices buffer data so a network problem never stops a machine. Nothing writes to a PLC without your controls team and a test.
Our machines are old. Do we need to replace them?
No. Old machines are the usual case. A running signal, a cycle signal or a current sensor on the motor is enough to start, without touching the machine program.
We tried a system before and nobody used it.
That is the most common failure, so we design with the operators and supervisors who will use it, start with one report they already fill in by hand, and only extend once they rely on it.
What about IT security?
Read only by default, a segmented OT network, and a review with your IT team before anything connects, following the ISA/IEC 62443 zone approach.
We will not replace SAP or Oracle. Do we have to?
No. We connect to the ERP you already run through its standard interfaces and add what the shop floor is missing. Your ERP stays the system of record.
Do your engineers understand a heavy industrial floor?
Our systems run in steel plants, warehouses and process lines. We start every project by walking the line with your operators and supervisors, and the first release is tested by them, not only by IT.
Are we locked in?
No. You own the source code and the data, documented, in your own repository. Another team can maintain it.
Talk to our India manufacturing AI team
Tell us your plant, your biggest operational problem, unplanned downtime, quality escapes, workforce leakage, manual coordination overhead, and the AI use case you have been evaluating. We will scope a proof-of-value deployment with a clear ROI target and a defined timeline.
Step 1
An engineer reads it
Not a sales bot. Our team replies within 24 hours with questions or times for a call.
Step 2
30 minute call
Your process, machines, systems and the number you want to move. We tell you honestly if we are a fit.
Step 3
A written scope for one line
What we would connect, what you would see, how long it takes. You decide; nothing starts without your approval.