Manufacturing AI Agent

NPD Feasibility to Drawing —
In Hours, Not Days.

SAVI AI's NPD Drawing Assistant reads OEM engineering drawings — PDF, DXF, DWG, or scanned — runs 9 specialist AI agents in parallel, and delivers a complete feasibility report, AutoCAD-ready manufacturing drawing, PPAP checklist, and structured BOM. What takes 3–7 days today takes 4–8 hours.

SAVI AI — NPD Analysis Pipeline
Drawing parsed
PDF → DXF extraction
Done
VLM analysis
Dims + GD&T extracted
Done
9 agents running
Feasibility + Process
Live
AutoCAD DXF gen
Parametric output
Queued
BOM + PPAP pack
SAP-ready export
Queued
Drawing Extracted
PartForged Bracket — M12
MaterialEN-8 / 42CrMo4
ProcessHot Forging + CNC
Tolerance± 0.02 mm
BOM lines14 items
PPAP Level3 — IATF ready
3–7 days
NPD response reduced to 4–8 hours
8x
Reduction in engineering hours per NPD
98%+
BOM accuracy — up from ~85% manual
4x
Monthly NPD capacity — 8–12 to 30–50

Any OEM Drawing. Any Format. Parsed in Minutes.

The moment an OEM drawing arrives — by email, upload, or portal — SAVI AI's multi-track parser extracts every dimension, tolerance, thread specification, GD&T callout, and material grade. A Vision Language Model reads the drawing as an engineer would, while OpenCV extracts precise geometric data in parallel.

  • Email ingestion via Microsoft Graph API — Outlook inbox monitored automatically
  • Supports PDF (digital + scanned), DXF, DWG, and Excel specification sheets
  • Vision Language Model (Claude Opus Vision / GPT-4o) for drawing comprehension
  • OpenCV extracts circle diameters, line endpoints, part contours with precision
  • Thread callout validation — M10×1.5-6H, UNC 3/8-16, any standard
  • Output: structured Part Specification JSON — feeds all 9 downstream agents
See drawing parser
Drawing Intake
TATA-DRW-0412 Email — PDF Parsed
MAH-DRW-0217 Upload — DXF Parsed
AL-DRW-0089 Upload — Scanned PDF Vision OCR
TATA-DRW-0413 Email — DWG Queued
<5min
Parse time
100%
Auto-captured

Nine Specialists. One Unified Verdict. All at Once.

SAVI AI's LangGraph orchestration engine spawns all specialist agents simultaneously — Design Feasibility, Forging Process, Secondary Operations, Finishing & Coating, Packaging, Quality & Compliance, Synthesis, AutoCAD Drawing, and BOM. Because all agents run in parallel, total processing time equals the slowest single agent — not the sum of all nine.

  • Design Feasibility Agent — draft angles, undercuts, thin walls, forgeable features
  • Forging Process Agent — hot/warm/cold route, die type, press tonnage estimate
  • Secondary Operations Agent — CNC plan, cycle times, operation sequence
  • Finishing & Coating Agent — surface treatment, RoHS/REACH compliance check
  • Quality & Compliance Agent — PPAP checklist, Control Plan, IATF 16949 mapping
  • Synthesis Agent — resolves conflicts, issues Go / No-Go / Conditional verdict
Explore agent architecture
Agent Status — TATA-DRW-0412
Design Feasibility Go — minor flag Done
Forging Process Hot forge — 800T press Done
Secondary Ops 4 CNC ops — 3.2 min/pc Running
Quality & PPAP IATF 16949 mapping Running
Synthesis Agent Awaiting all agents Queued
9
Agents parallel
4–8hr
Total time

From Feasibility to DXF Drawing and BOM — Automatically.

Once feasibility is confirmed, SAVI AI's AutoCAD Drawing Agent generates a 2D manufacturing drawing with full GD&T per ISO/ASME standards, applies the correct title block, and exports as DXF or DWG — ready for your engineers to review without redrafting. The BOM Agent simultaneously builds a multi-level Bill of Materials, linked to ERP item codes for direct SAP import.

  • Fully parametric drawing — change M10 to M12, entire drawing regenerates
  • GD&T annotations per ISO/ASME standards — automatically applied
  • DXF and DWG output — AutoCAD-compatible, no redrafting required
  • Multi-level BOM — raw material to finished packed part
  • ERP-ready BOM export — direct SAP/Tally import, no manual entry
  • Drawing time reduced from 1–3 days to 2–4 hours (~6x faster)
See drawing output
Output Package
Feasibility PDF Go — Conditional Generated
TATA-0412.dxf 2D Drawing + GD&T Ready
BOM-0412.xlsx 12 line items — SAP-ready Ready
PPAP Checklist 18 items — IATF 16949 Ready
DXF
AutoCAD ready
SAP
BOM import
PPAP
Auto-checklist
98%
Accuracy

PPAP Checklists, Control Plans & IATF Mapping — Auto-Generated.

The Quality & Compliance Agent reads the confirmed feasibility output, maps every characteristic to IATF 16949 requirements, generates a full PPAP checklist, defines inspection criteria and required gauges, and produces a Control Plan outline — eliminating the 2–3 days of manual quality documentation that precedes every OEM submission.

  • PPAP checklist auto-generated from drawing and feasibility data
  • Control Plan outline with inspection attributes and measurement methods
  • IATF 16949 / APQP mapping — compliance verified before OEM submission
  • RoHS and REACH compliance check for all surface treatments
  • Trained on TATA, Mahindra, and Ashok Leyland supplier quality standards
  • PPAP documentation effort: 2–3 days → 4–6 hours (~6x faster)
Explore quality automation
Quality & PPAP Output
PPAP Checklist 18 items — IATF 16949 Done
Control Plan APQP Phase 3 aligned Done
RoHS / REACH Zinc phosphate — Pass Compliant
Gauge Plan Thread plug, CMM, profile Auto
6x
PPAP faster
0
Manual steps

From OEM Drawing to Full NPD Package

Six intelligent steps — from drawing intake to AutoCAD output, BOM, and PPAP — completed in hours.

1

Drawing Intake

OEM drawing arrives by email or upload. AI classifies, extracts attachments, and queues for parsing.

Auto-ingested
2

Vision & Geometry Extraction

VLM reads drawing as an engineer. OpenCV extracts dimensions, threads, tolerances, and GD&T.

AI Powered
3

9 Agents in Parallel

Design feasibility, forging, CNC, coating, packaging, and quality agents run simultaneously via LangGraph.

AI Powered
4

Feasibility Synthesis

Synthesis Agent resolves conflicts across all reports and issues a Go / No-Go / Conditional verdict.

Human Review
5

AutoCAD Drawing

Manufacturing drawing generated with GD&T. Exported as DXF/DWG — AutoCAD-ready, zero redrafting.

Auto-generated
6

BOM, PPAP & Delivery

Multi-level BOM exported to SAP. PPAP checklist and Control Plan delivered. Full NPD package ready.

Completed

Purpose-Built for Fastener & Forging NPD.

Not a generic AI tool — trained on OEM drawing standards, IS/ISO fastener specs, PPAP/APQP templates, and real manufacturing process benchmarks.

10x Faster NPD Response

3–7 day feasibility cycles compressed to 4–8 hours. Respond to every OEM window — never miss an NPD opportunity again.

Free Your Senior Engineers

AI handles routine feasibility checks. Senior engineers review exceptions and final verdicts — not manual documentation.

Domain-Trained AI

Trained on TATA, Mahindra, and Ashok Leyland drawing standards. Understands forging rules, IS/ISO fastener specs, and PPAP natively.

AutoCAD-Native Output

DXF/DWG files ready for your design engineers to review — no redrafting, no reformatting, no disruption to existing CAD workflows.

IATF 16949 Compliant

Every PPAP checklist, Control Plan, and inspection attribute auto-generated to IATF 16949 / APQP standards — OEM submission-ready.

4x Monthly NPD Capacity

Scale from 8–12 to 30–50 NPD projects per month with the same team. Win more OEM business without adding headcount.

See NPD Drawing Assistant in Action

Watch how SAVI AI processes an OEM engineering drawing, runs 9 specialist agents in parallel, and delivers a complete feasibility report, AutoCAD drawing, and BOM — in hours.

Any Drawing Format
9 Agents in Parallel
AutoCAD DXF Output
Start Your NPD Pilot

Ready to Cut NPD Time From Days to Hours?

Run 2–3 live NPD requests through the SAVI AI proof-of-concept over 4 weeks. Compare AI output to your current manual process — on time, accuracy, and completeness.

  • Discovery call within 24 hours
  • 4-week NPD pilot — 2–3 live drawings
  • Trained on your historical NPD data
  • Full deployment in 6 months
10xFaster NPD
98%+BOM Accuracy
4xNPD Capacity

Request NPD Pilot

Share a drawing. We'll show you what AI produces.

All drawings and data handled under NDA. Indian data centres.

Frequently Asked Questions

Common questions about the SAVI AI NPD Drawing Assistant for engineering teams.

SAVI AI processes PDF drawings (scanned and native), DXF and DWG files, TIFF and JPEG engineering scans, and email attachments. A dual-track parser uses a Vision Language Model for scanned images and OpenCV for structured DXF/DWG files.

Once a drawing is ingested and parsed, SAVI AI launches 9 specialist AI agents simultaneously via LangGraph: Design Feasibility, Forging Process, Secondary Operations, Finishing and Coating, Packaging, Quality and PPAP, Synthesis, AutoCAD Drawing Generator, and BOM Compiler. Each runs in parallel, reducing a typical 3 to 7 day process to 4 to 8 hours.

PPAP is the Production Part Approval Process required by automotive OEMs under IATF 16949. SAVI AI automatically generates the 18-item PPAP checklist populated with drawing-derived data and flags compliance gaps, saving engineering teams 10 to 15 hours per part.

SAVI AI achieves 98 percent BOM accuracy by extracting material specifications, dimensions, tolerances, surface finishes, and process routes directly from the engineering drawing. The BOM is generated in SAP-importable format compatible with transaction CS01.

Yes. SAVI AI generates fully parametric DXF/DWG files including all GD&T annotations, thread specifications, tolerance bands, and surface finish callouts. The output is compatible with AutoCAD 2010 and above and all major CAM software for CNC programming.

SAVI AI is pre-configured for TATA Motors, Mahindra and Mahindra, Ashok Leyland, Maruti Suzuki, and Hero MotoCorp drawing and PPAP requirements. International standards including ISO 2768, ASME Y14.5, and DIN tolerances are also supported.