Nyotta AI
The Nyotta platform

From source package to approved quote.

Nyotta connects the evidence, reasoning, and decisions behind complex quotes. Your team gets structured work they can inspect, edit, approve, and reuse.

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Platform mapnothing leaves without an approval
Source context is read into Nyotta reasoning, passes an expert review gate, becomes approved outputs, and returns as learned context.SOURCE CONTEXTDrawingsSpecificationsWorkbooksCorrespondenceREADSNYOTTA REASONING01Extractrequirements · quantities · terms02Resolverevisions · variants · conflicts03Estimatecost · feasibility · exceptionsREVIEW GATE · EXPERT APPROVAL REQUIREDheldAPPROVED OUTPUTSRequirements registerQuote-ready BOMProposal packageDECISIONS RETURN AS LEARNED CONTEXT
What we read

Bring the package as it exists today.

Nyotta works with the mixed formats that quoting teams already receive and create.

Engineering documents

Drawings, specifications, schematics, bills of material, and technical standards.

Commercial documents

RFQs, scope documents, pricing workbooks, terms, and proposal templates.

Operational context

Correspondence, historical decisions, approved standards, and relevant records from connected systems.

The path

One inspectable path through the quote.

01

Ingest the evidence

Collect the package and preserve document identity, revision, and source.

02

Structure what matters

Identify requirements, features, quantities, commercial inputs, and missing information.

03

Resolve across sources

Connect related evidence, surface conflicts, and make variant or scope logic explicit.

04

Build the estimate

Turn approved scope into an editable cost and feasibility view.

05

Prepare the response

Generate a proposal-ready package with assumptions, exceptions, clarifications, and supporting evidence.

06

Review and approve

Keep expert review visible before anything is finalized or written back.

What you get back

The work your team needs to make the decision.

01

Requirements register

A structured view of obligations, open questions, evidence, and ownership.

02

Quote-ready BOM

A reviewable bill of material with quantities, applicability, exceptions, and source support.

03

Feasibility and should-cost view

An editable model of technical risk, process assumptions, cost drivers, and commercial implications.

04

Exception register

A clear record of missing information, deviations, conflicts, and decisions that require attention.

05

Proposal package

Customer-ready scope, pricing, assumptions, clarifications, alternates, and supporting schedules.

Output families are configured per deployment · not every engagement includes every artifact

Inspectable by design

Every important answer should show its work.

Nyotta links extracted facts, generated recommendations, and quote decisions to the evidence behind them. Reviewers can move from output to source, understand what is known, and see where judgment is still required.

Output line · BOM 07Source trail

Thermal interface pad — 3 variants, 0.5 mm nominal, applied to housing face A.

Quantity and applicabilitySheet 11 · zone C4
Material and thicknessSpec §7.2
Unit cost assumptionWorkbook · tab 09
Open conflict — material note vs. alternateNeeds judgment
Nothing is asserted without the place it was read from
Accountability

AI prepares. Experts decide.

Nyotta is built around review rather than hidden automation. Teams can inspect source evidence, edit outputs, resolve exceptions, and approve the work before it enters a quote, system, or customer response.

Review queues

Uncertain or conflicting items are routed for a decision rather than resolved silently.

Editable assumptions

Cost drivers and assumptions stay open to the estimator who owns them.

Explicit approval states

Every output carries a visible review state, not an implied one.

Audit history

Material changes are recorded against the work they affected.

Controlled write-back

Downstream writes happen per deployment scope, after approval.

Control behaviour varies by deployment · confirm scope during onboarding

Turn approved work into organizational memory.

The best quoting teams learn from every program. Nyotta carries forward approved mappings, decisions, standards, and precedents while preserving the source and conditions that made them valid.

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Next step

Bring us the RFQ your current process struggles with.

We will show you how Nyotta turns the package into structured, reviewable, quote-ready work.