Industrial.AI — AI for production process planning
Process planning is the bottleneck in most machine-building plants. A contract goes to a competitor not because the part cannot be made, but because the quote and the lead time were not ready in time. Industrial.AI takes an engineering drawing and returns routing, operation cards, time norms, tooling selection and a documentation package — in about ten minutes, on the plant's own servers.
- Drawing → documents
- from 10 minutes
- Deployment
- on-premise
- Architecture
- multi-agent
- Integration
- documented API
The problem we solve
Process planning stays manual, subjective and dependent on a handful of senior engineers who are getting harder to hire. The figures we work from when we talk to plants:
| Figure | What sits behind it |
|---|---|
| 4–16 hours | to process a single drawing manually |
| 70% | of a process engineer's time goes on routine |
| 66% | of plants report a shortage of process engineers |
| up to 20% | of contracts lost on slow cost estimates |
Industrial.AI does not replace the engineer — it removes the routine and makes the calculation reproducible. Every number traces back to the rule and coefficient that produced it, so the result can be checked rather than taken on trust.
The pipeline
The system splits the job into stages, each handled by its own agent — hence the multi-agent architecture: dozens of drawings are processed in parallel rather than in a queue.
| Stage | What happens |
|---|---|
| Drawing | upload, noise removal, decomposition into components |
| Recognition | part features identified, required parameters validated |
| Routing | production route built, operations detailed |
| Norms and tooling | time norms calculated against your standards, tooling and material analogues selected |
| Documentation | route and operation cards, specifications, bills of materials |
Why it works for plants
| Property | What it gives you |
|---|---|
| Speed | a drawing processed from 10 minutes instead of hours of manual work |
| Accuracy | time norms from your standards and historical data, not from a guess |
| Scalability | dozens of drawings processed in parallel |
| Security | deployed on the customer's servers; data never leaves the perimeter |
| Transparency | every calculation shows the rules and coefficients applied |
| Trainability | ingests historical data, regulatory documents and equipment specifications |
| Integration | data exchange and document generation in ERP and MES |
Nothing leaves the perimeter. Industrial.AI runs on the plant's own servers. That is a deliberate constraint: design documentation is not the kind of material you send to an external cloud. For the same reason every decision is logged — when a number is challenged, you can show what produced it.
Editions
The licence is perpetual; support under SLA is priced separately. The entry edition covers drawing recognition and time norms; higher editions add historical data, ERP and MES integration, a web interface with calculation justification, and predictive analytics.
| Edition | What is included | Licence |
|---|---|---|
| Base | drawing recognition, noise removal, decomposition, time norms | from $11,250 |
| Standard | plus historical data, regulatory documents, routing, operations, web interface | per project |
| Professional | plus ERP and MES integration, calculation justification, bills of materials and process sheets | per project |
| Enterprise | plus material consumption, standard routes, predictive analytics, full integration | per project |
A full feature-by-feature comparison is in the deck — we send it on request together with an estimate for your equipment park.
The rest of the line
The same multi-agent platform powers the other products — all deployed on the client's server and trained on the client's own data.
| Product | What it does |
|---|---|
| Lawyer.AI | contract review in 1–5 minutes: risky clauses, references to case law, rephrasing and claim letters |
| Estimator.AI | turns PDF, image and Excel specifications into a priced estimate and a proposal in 3–10 minutes |
| SalesManager.AI | transcribes and scores sales calls against the script, writes the result back to the CRM |
| Assistant.AI | answers questions from the corporate knowledge base in 1–3 seconds across PDF, DOCX, XLSX and scans |
| Seller.AI | handles inbound leads around the clock, creates deals in the CRM, escalates to a human |
| Auditor.AI | finds errors and inconsistencies in accounting and reporting before an external auditor does |
Alongside them, narrower solutions on the same platform: demand and sales forecasting, extraction of structured data from unstructured documents, meeting protocols, a chatbot builder, predictive equipment maintenance, technical inspection from photo and video, solar output forecasting, recruitment and onboarding.
How we work
| Stage | What happens |
|---|---|
| 1. Pre-project assessment | we map your drawings, standards and systems before anything is priced |
| 2. Pilot on your own data | a measurable result on real parts, inside your perimeter |
| 3. Deployment and integration | ERP, MES and PLM connected, your team trained |
| 4. Support under SLA | fixed response times and continuous model improvement |
The product site for this line is ai.avangardgroup.ae. It covers the processing pipeline, the editions and the rest of the product family in more detail, and takes requests for a demo on your own drawings.
Developing AI solutions is a licensed activity of our company in the Meydan Free Zone (code 7220.95), alongside accounting and tax advisory. The licence details are public and verifiable in the free zone register: about the company.
