Manual, rule-based and AI-assisted quoting — and why traceability is the difference between a price and a guess.
Pricing an additive manufactured part looks simple — a file comes in, a price goes out. In reality it is one of the hardest commercial problems in industrial 3D printing. The same part, on two different machines, with two different orientations, with two different post-processing paths, can have prices that differ by a factor of three. Quotation software for AM exists to make that pricing fast, consistent and defensible.
| Approach | Speed | Consistency | Accuracy on complex parts | Scalability |
|---|---|---|---|---|
| Manual | Slow | Low | Medium-high if expert | Poor |
| Rule-based | Fast | High | Medium | Good |
| AI-assisted | Fast | High | High | Very good |
Rule-based quoting handles deterministic cost components well: bounding box, volume, machine hourly rate, fixed post-processing. AI-assisted quoting — driven by geometry-aware models — augments the rules where they underperform: complex geometries, multi-orientation evaluation, support estimation, downstream effort prediction.
A quote without traceability is a guess with a logo on it. Modern AM quotation software must show, for every line of the quote, the assumptions behind it: which rule fired, which AI estimate was used, which machine was assumed, which material rate was applied. This is critical for internal review of margins, customer negotiation and post-mortem analysis when actual cost diverges from quoted cost.
A defensible quotation engine cuts:
Quotation Engine is the ANY3DP module purpose-built for this problem. It combines configurable rules with the Neuromancer geometry-aware AI engine, supports multi-technology quoting (SLS, SLA, MJF, FDM, metal), and exposes every cost line with full traceability. Because Quotation Engine sits inside the broader ANY3DP MES, every accepted quote becomes a 3DProd work order automatically — closing the loop between commercial promise and production reality.