Manufacturing
Quotations from RFQs, purchase comparisons, production and quality records, compliance calendars and engineering documents, all handled by agents that know your plant.
AI for manufacturingAI solutions companyPune, India + Lewes, Delaware
We build the AI. Our engineers deploy it inside your company.
ModelCam Technologies builds agentic AI products and sends forward deployed engineers to make them work on your systems, your data and your workflows. For 23 years we built manufacturers' engineering systems, from CAD to PLM. Now we make them intelligent.
23years building manufacturers' IT systems
250+companies served across CAD, PLM, ERP and AI
- India and US entities
- On-premise when you need it
- 1Keep your data where it isERP, PLM, CAD files, documents and email stay inside your network.
- 2We make AI work on itOur agents and products on the modelcam AI engine, connected by forward deployed engineers.
- 3You get the work doneQuotations, comparisons, records and documents, by agents your team uses every day.
Everyone has tried AI. Few have it running.
19%
of organisations have actually deployed AI agents.
Databricks, 2026 State of AI Agents
Data from 20,000+ organisations
20%
of a company's unstructured data is AI‑ready, on average.
Snowflake, The ROI of Gen AI and Agents
2,050 leaders in 10 countries, March 2026
The model isn't what's missing. The engineering to connect it to your data and your people is.
How our engineers close the gapSix ways to work with us. One engineering team behind all of them.
Tell us who you are. See where your data sits, what we build and what you get, then the first step.
- 1Where your data isYour systems and your customers' sites
- 2What ModelCam doesNamed engineers, follow-the-sun build
- 3What you getAI in daily use, on site
Global company needing FDEsAI-native, SI or enterprise
Forward Deployed Engineers
For AI-native companies whose customers need engineers on site, global systems integrators building FDE teams, and enterprises rolling out agents.
- Named engineers embedded in your team and your customers' sites
- Contract with our US entity; delivery from India and the US
- Follow-the-sun: your day for customers, our night for the build
- Engagement
- Retainer, pod or 4–6 week sprint
- First step
- A 15-minute scoping call
- 1Where your data isYour product, plus your customers' CRM, helpdesk and ERP
- 2What ModelCam doesAn AI Agent Track on your stack and your models
- 3What you getAgent features shipped on your release cycle
SaaS or product companyAdding agents to a product
AI Agent Track for SaaS
For software companies adding agent features to an existing product without stalling the roadmap.
- Agent features designed, built, evaluated and shipped
- Integration with your customers' CRM, helpdesk and ERP
- Works on your stack, your models and your release cycle
- Engagement
- Ongoing extension pod
- First step
- One-Week AI Assessment of one feature
- 1Where your data isYour client's systems, NDA first
- 2What ModelCam doesA build team under your brand
- 3What you getAI delivered as your work
Agency or IT consultancyDelivery under your brand
White-label AI delivery
For agencies and IT consultancies that win AI work faster than they can hire for it.
- You sell and own the client relationship
- We build under your brand, inside your process
- NDA first; on-premise options for sensitive clients
- Engagement
- Per project or per sprint
- First step
- A partner call to map your pipeline
- 1Where your data isDocuments, drawings and records inside your network
- 2What ModelCam doesThe modelcam AI engine, offline if needed
- 3What you getPrivate AI, no outside AI service
Enterprise or innovation teamData cannot leave
Private enterprise AI
For enterprise and innovation teams whose documents, drawings and records must stay inside their own network.
- Built on the modelcam AI engine, inside your network
- Can run fully offline; no outside AI service involved
- A ModelCam engineer installs and updates it on site
- Engagement
- Appliance plus deployment
- First step
- Request a quote
- 1Where your data isThe tools you already pay for
- 2What ModelCam doesThe right AI tool per task, plus a local AI brain
- 3What you getAI set up properly and kept running
Small business or professionalSet up on tools you use
AI Installation Engineer
For individuals and small businesses who want AI set up properly on the tools they already pay for. Delivered by Pattice, by ModelCam.
- Each daily task matched to the right AI tool
- A private local AI brain on your own machine
- Remote install, then keep-it-running support
- Engagement
- One install plus optional support
- First step
- Register interest at pattice.com
- 1Where your data isERP, PLM and CAD data, Windchill and Creo included
- 2What ModelCam doesNankatai agents and drawing tools
- 3What you getAI across sales, purchase, production, quality and compliance
ManufacturerPlant, design and sales
AI for manufacturers
For manufacturers who want AI across sales, purchase, production, quality, compliance and engineering, from a team that has worked in plants for 23 years.
- Nankatai, the AI-native ERP, with 66 agents and automations
- AI on CAD and PLM data, including Windchill and Creo
- Drawing tools that extract BOMs and title blocks
- Engagement
- Product plus FDE deployment
- First step
- One-Week AI Assessment
Five agentic AI products. Start free, grow into the full stack.
Each product stands on its own and has its own home. Underneath sits the modelcam AI engine, so your data can stay inside your network at every step.
Free, for anyone
60+ private PDF tools, free forever. Files are processed on your own device and never uploaded. Business documents for India, the US and France, plus drawing tools for manufacturers.
- 60+ PDF tools
- 21 languages
- Free forever
pipaani
Your AI brain, built on your device. Talk to your own data, and draft lab, pharma and engineering documents in the AI Document Studio.
- Built on your device
- AI Document Studio
CompanyGPT AI Employees
Hire an AI employee by the month or year. Named AI colleagues per role, each with a duty roster and a daily work log. EPC and Manufacturing workflow packs.
- EPC pack
- Manufacturing pack
- Desktop, cloud or on-premise
The AI-native ERP for manufacturers. 39 AI agents and 27 automations across 17 departments. Nankatai Cloud for sales and Nankatai Compliance as a standalone product.
- 39 AI agents
- 27 automations
- 17 departments
The foundation under every product
Request a quote
modelcam AI engine
On-premise, data-sovereign AI appliance. Hardware plus software with 150+ ready business functions, able to run fully offline. A ModelCam engineer installs every update.
- 150+ ready business functions
- Runs fully offline
- On-premise
Models are easy to buy. Making them work inside your company is the job.
A forward deployed engineer embeds with your team, connects AI to your real systems and stays until people use it every day. Contract with our US entity. Delivery runs from India and the US.
23 years inside manufacturers' data
We know how CAD, PLM and ERP data is structured, where it breaks, and how engineering teams actually work.
Our own products to deploy
We bring the modelcam AI engine, Nankatai, CompanyGPT and pipaani as a working base. When they don't fit, we build on your stack.
On-site delivery is in our history
ModelCam has placed engineers on client sites for years. FDE is the same muscle, applied to AI.
Follow-the-sun delivery
Your US day goes to your customers. Our India team builds while you sleep, and hands over at your morning.
Handover 18:30 IST / 09:00 ET
Pune --:--New York --:--You --:--
India build team09:30–19:30 IST
Build
Your US day09:00–18:00 ET, on-site
Your day
Named FDE on retainer
One engineer who learns your stack and your customers, month after month.
Most chosen
FDE pod
A lead plus two or three engineers, scoped to one customer deployment from kickoff to handover.
4–6 week burst sprint
A focused team that lands a key account or ships one agent feature fast.
Assess
Discovery, sample data, use cases ranked by value.
Embed
Engineers join your standups and get access to real systems.
Ship
Agents connected to ERP, PLM, CAD and documents, tested on real data.
Hand over or run
Your team takes it over, or we keep it running for you.
Built for industries that run on drawings, documents and compliance.
Our deepest experience is in manufacturing. The same engineering discipline carries into EPC and regulated labs.
EPC
Tenders, specifications, vendor quote comparisons and transmittals. The CompanyGPT EPC workflow pack is complete, with an on-premise option for confidential project data.
AI for EPCPharma & labs
Controlled documents drafted with the AI Document Studio, designed to support GMP and 21 CFR Part 11 practices, on private AI when data cannot leave.
AI for pharma & labsWhere we started. Still the data AI needs most.
PLM and CAD hold a manufacturer's most valuable engineering data. We keep these systems healthy, and we make them ready for AI.
PTC Windchill implementation & upgrades
PTC is retiring support for older versions and legacy licenses. Our productized upgrade method uses a pit-stop checklist and a ready-to-use stack, and finds integration issues before Upgrade Manager runs.
CAD customization & design automation
Creo, BricsCAD, AutoCAD and SolidWorks customization, macros and rule-based design automation, now extended with AI.
BricsCAD
Authorised BricsCAD reseller in India and the US. Lite, Pro, Mechanical, BIM and Ultimate, with deployment, support and customization.
Start with one week. Leave with a plan you can build.
A fixed-scope week with your team and a sample of your data. It tells you which of our offers you need, if any.
Discovery
Sessions with the people who own the work, not just the sponsors.
Sample data and systems review
We look at real records from your ERP, PLM, CAD files and documents, and at how they connect.
Scoring and ROI
Use cases ranked by value, effort and data readiness.
Readout
Report and build plan, presented to your leadership.
You keep the report.
Whether you build with us, with someone else or not at all, the prioritised use cases, ROI and build plan are yours.
Book the assessment How the assessment worksor email ai@modelcamtechnologies.com
Our AI masterclass
A live AI masterclass with Amit Jadhav, co-founder of ModelCam.
- For
- Business owners, CXOs and manufacturing leaders
- In-house
- Also delivered as corporate AI training for your teams
Trusted inside 250+ companies
For 23 years, across India and the US, in CAD, PLM, ERP and now AI.
AutomotiveIndustrial equipmentEngineering and EPCPharma and labsElectronicsConsumer productsEngineering collegesSoftware companies
Two decades as a PTC partner on Creo and Windchill, twice awarded by PTC for pre- and post-sales service, and an authorised BricsCAD partner in India.
Six frameworks, one way of working.
Every ModelCam service comes with a board-ready exhibit that shows how the work runs, what it costs and what you get.
The ModelCam Bridge™
Why AI pilots stall, and how forward deployed engineers close the gap every 24 hours.See the exhibitsThe Parallel Track™
How SaaS teams ship agent features without stalling the core roadmap.See the exhibitsThe Backstage Model™
How agencies say yes to AI work and deliver it under their own brand.See the exhibitsThe Engine Stack™
What sits inside the modelcam AI engine, and why your data never leaves.See the exhibitsThe AI Office Map™
Where AI saves hours in each department of a small business.See the exhibitsThe Factory Thread™
One AI thread through the plant, from drawing to dispatch.See the exhibitsLatest from the blog.
Practical writing on AI in manufacturing, CAD and PLM, from 350+ articles. See all articles.
Free PDF Tools Shouldn't Come With Hidden Hassles. Here's What to Look For
Choosing free PDF tools? Check privacy, no signup, no upload, no watermark, useful features, and ease of use before trusting a PDF service.Read the articleHow AI Is Helping Manufacturers Reduce Manual Work and Improve Productivity
See how AI in manufacturing can reduce repetitive work across production, purchasing, inventory, quality, documents, and customer service.Read the articleHow AI Can Automate Pharmaceutical Regulatory Documentation
Learn how AI can automate pharmaceutical regulatory documentation, CTD preparation, GMP records, and repetitive compliance tasks while keeping human rRead the articleFrequently asked questions
Updated
Why do most AI projects never reach production?
The model is rarely the problem. Databricks' 2026 State of AI Agents report found only 19% of organisations have deployed AI agents, and Snowflake's 2026 research found only about 20% of unstructured data is AI-ready. Projects stall on data, process and systems integration, which is the work forward deployed engineers do.
What is an AI solutions company?
An AI solutions company builds and deploys AI that solves specific business problems, not just models or demos. ModelCam Technologies builds its own agentic AI products and sends forward deployed engineers to install them inside your systems, data and workflows.
What is a forward deployed engineer?
A forward deployed engineer (FDE) is an engineer who embeds with your team and ships working AI inside your systems. At ModelCam, FDEs connect our products or custom agents to your ERP, PLM, CAD data and documents, then stay until the solution is in daily use.
Can ModelCam deploy AI on-premise?
Yes. The modelcam AI engine is an on-premise, data-sovereign AI appliance that runs inside your network, fully offline if needed. A ModelCam engineer installs it and installs every update, so your data stays on your premises.
Does ModelCam work with companies in the US?
Yes. US clients contract with ModelCam Technologies LLC, our US entity in Lewes, Delaware. Delivery runs from India and the US on a follow-the-sun model, with engineers on-site when the work needs it.
How do I start working with ModelCam?
Start with the One-Week AI Assessment. In one fixed-scope week we run discovery, review a sample of your data, and deliver a report with prioritised use cases, ROI and a build plan.
Which industries does ModelCam serve?
Our deepest experience is in manufacturing, where we have worked for 23 years across 250+ companies. We also build for EPC companies and for pharma and lab teams, with workflow packs and document tools for each.
Find out where AI pays off first.
One fixed-scope week with your team and a sample of your data. You keep the report.
Book the assessment
or email ai@modelcamtechnologies.com