INDUSTRIAL AI SOLUTIONS ยท ZERO ZETA

RemnantOpt Copilot

An AI-driven Remnant Management layer for Indian fabrication, shipbuilding and heavy steel shops , built for the Remnant Management engineer, not the CAM consultant.

Every remnant in your yard is already paid for. Most of it leaves as scrap weight.
RemnantOpt Copilot turns that paid-for steel back into BOM lines. A drawing comes in, every part is matched against your remnant yard before procurement is touched, and the savings land on the same screen as the purchase order.
THE ZERO ZETA POSITION

Ours is built for the Indian fabricator's scrap rack.

Indian fabricators don't need another imported CAM seat. They need a Remnant Management layer that treats every remnant as live inventory and speaks the language of the cut list and the language of the cost sheet , kerf, edge-clearance, kg saved, rupees recovered. RemnantOpt Copilot sits between the CAD file and the cutting machine, so the scrap rack stops being a graveyard and starts being a store.

OPERATING CONTEXT

Why Remnant Management Matters

Raw material utilization represents the single largest leverage point on a fabrication shop's balance sheet.

60%
of a fabrication shop's total cost sheet is typically comprised of raw material costs.
Source: Ministry of Steel, GOI
15%
of sheet and plate material ends up as remnants, which are usually scrapped due to tracking complexity.
Source: World Steel Association
THE CHALLENGE

Industrial Problems This Copilot Helps Solve

Fabricators lose significant margin to steel remnants. RemnantOpt Copilot automates optimization where traditional tools fall short.

Excessive Scrap Waste & Cost Leakage

Irregular metal plate and sheet remnants end up left in scrap racks, eventually discarded as simple scrap weight.

No Yard Inventory Visibility

Floor operators and procurement planners struggle to verify which steel remnants are currently available, leading to duplicate procurement.

Complex Geometry & Software Limits

Matching concave, irregular, and rotated polygon shapes to new Bills of Materials is slow and complex. Traditional CAM software and Excel handovers fail in dollar-based OEM environments.

WORKFLOW INTEGRATION

How the Copilot Integrates Into Cutting Operations

From initial drawing ingestion to final machine-ready cutting codes.

Step 01

Import

DXF, DWG, and PDF files parsed. BOM lists created from drawing ingestion.

Step 02

Ledger

Remnant yard mapped. Shape contours saved directly in the inventory database.

Step 03

Nest

Irregular shapes nested on remnants first before considering fresh metal sheets.

Step 04

Cut

CNC code (G-code) or layout drawings exported ready for the cutting head.

Step 05

Re-tag

Remaining metal shape ledgered and tagged in the yard database for the next run.

CAPABILITIES

How the Copilot Supports Operations

Remnants as First-Class Inventory

Prioritizes irregular remnant shapes in stock before considering new sheets, updating the ledger automatically after cuts.

Geometry-Native Nested Optimization

Handles irregular polygon geometries directly rather than approximating pixelated bitmaps, ensuring exact dimensional cuts.

BOM Parsing & Material Matching

Extracts dimensions and material grades automatically from DXF/DWG/PDF drawings to produce structured Bill of Materials.

Multi-Process Compatibility

Supports plasma, laser, oxy-fuel, waterjet, and router heads from a single process-aware codebase.

Secure Deployment Models

Available as standard cloud SaaS or secure on-premise edge deployments for defence and restricted shipbuilding yards.

APPLICATIONS

Where It Can Be Applied

Shipbuilding

Managing high-volume irregular steel plate cut lists and nested remnants for marine assembly.

Aerospace Fabrications

Highly precise geometry nesting and exact kerf offsets for high-grade alloy components.

Automotive

Optimizing sheet metal blanks and stamping layouts to minimize blanking line scrap rates.

Heavy Fabrication

Optimizing heavy structural beams, plates, and gusset cuts for civil and industrial infrastructure.

Steel Plants

Ledgering and processing end-of-run prime plates and crop ends directly inside rolling mills.

Glass & Composites

Managing nested layouts for specialized sheet templates to reduce raw material cost leakage.

TARGET OUTCOMES

Business Outcomes Teams Can Target

Reduce manual nesting decision effort
Improve scrap rack inventory visibility
Maximize material utilization metrics
Support faster procurement planning cycles
Reduce cost leakage from raw material scrap
Maintain exact cutting head offsets
TECHNICAL SPECS

Why RemnantOpt Works

Designed for the Indian Fabricator's Scrap Rack

Most remnant management software is built for OEM cost sheets in dollars. Ours is built for the Indian fabricator's scrap rack.

Remnants are First-Class, Not Afterthought

Most CAM tools assume a fresh sheet. We assume a rack of irregular remnants. Every Remnant Management run considers existing remnant inventory before it considers cutting new stock , and every cut closes the loop by ledger-tagging what's left.

Geometry-Native, Not Raster-Approximated

Concave, irregular and rotated polygons are handled as polygons , not pixelated bitmaps. Kerf and edge-clearance are applied as geometric offsets, not visual buffers. The output is dimensionally exact to the cutting head.

India-First Cost & Deployment Model

No per-seat dollar pricing. On-premise deployments are available for defence and shipbuilding shops that cannot upload proprietary cut files. Runs multi-process cutting from a single codebase (plasma, laser, oxy-fuel, waterjet, router). Built and supported from Bengaluru on Indian fabrication invariants.

Talk to us about a 6-week pilot on one cutting process

Week 1 , we import your DXF library and remnant rack. Week 3 , we take over one process. Week 6 , measured kg saved, rupees recovered. No annual contract until the weighbridge agrees.