Quote custom automation builds in hours, not weeks.
Nyotta AI reads the customer's RFQ drawings, CAD, and spec packs and drafts a scoped BOM, should-cost, and proposal your engineers approve before it goes out. Bid more jobs, protect margin, and keep estimator knowledge in the business.
Scope the whole build
Standard components, custom engineering, and services, captured from the drawing in one pass.
Price with confidence
Should-cost top-down and bottoms-up, with margin visible at every line.
Send in hours
The proposal drafts itself and goes out the moment your engineer approves.
Industry estimates put US automation builders at roughly 300,000 hours of engineer time spent responding to RFQs every year. Nyotta turns weeks of that into hours, with an engineer in the loop on every call, so your quoting team chases more wins and keeps the work moving even when the team is small.
A bespoke quoting cycle, end to end.
Customer RFQ lands
A new job arrives. 2D drawings, SolidWorks assemblies, floor layouts, spec packs, customer call notes. Different format every time, often one-of-a-kind builds.
Nyotta reads the full package
Drawings, CAD geometry, and factory floor maps parsed at full physical depth. Component interconnections traced across the layout to check spec compatibility before anything gets quoted.
Reusable knowledge surfaces
Past jobs, supplier prices, and prior engineering calls relevant to this build come up automatically. Even partial overlap with a previous quote becomes usable context, so each new job starts further along.
Scoped BOM, should-cost, proposal
A scoped BOM with standard parts, custom engineering, and services. Should-cost top-down and bottoms-up. A proposal drafted in your voice, with margin visible at every line.
Engineer approves, quote goes out
Your engineer reviews every line with full reasoning trace, approves, and the quote ships. Every correction trains your private context further.
The quality generic AI does not reach.
F1 score on the same engineering-drawing benchmark. Precision and recall combined. Higher is better.
012D drawings at full physical depth
Nyotta reaches 0.91 F1 on an engineering-drawing benchmark where general-purpose AI scores 0.38. Callouts, GD&T, revision blocks, and tabulated dimensions parsed as engineering content, not skimmed as text.
02CAD and SolidWorks geometry, parsed natively
3D assemblies, mate relationships, and feature trees read as geometry. The platform understands what is a fastener, what is a frame member, and what carries load, so the BOM reflects how the build actually goes together.
03Factory floor maps and component interconnections
Layout drawings parsed alongside the part-level files. The platform traces how one component connects to the next across the cell, so spec compatibility is checked at the system level before a number ever goes on the quote.
Every quote makes the next one faster.
Custom automation builds look one-of-a-kind on the surface. Underneath, the reasoning your senior estimators do has patterns: how a cell gets laid out, which supplier wins on lead time, what a fixture really costs once you account for the work that goes into it. Nyotta captures that reasoning as living memory your team draws from on every new job.
- 01Every drawing, quote, supplier price, and engineering decision becomes one living, searchable knowledge base unique to your shop.
- 02Ask it anything in plain language and it answers from your own job history.
- 03Partial overlap with a past build is enough. The platform surfaces the reusable pieces even when the next job looks different on the surface.
- 04Every engineer correction trains the platform further. Your hardest-won expertise stays in the business and gets sharper over time, ready for the next hire to pick up from day one.
Engineer-approved, fully traceable.
- SOC 2 certified
- Reports available for your security team.
- Engineer approval to write
- Nothing sends or writes to your CRM or ERP without explicit sign-off.
- Full traceability
- Every number traces back to the exact drawing callout or spec line it came from.
See it on your last quoted job.
We work with your existing drawings and spec packs. No integration required to start.