a Nexage AI agent
Sales and proposal agent

When the RFQ arrives,
the proposal is ready; margins intact.

Parses the incoming request line by line from e-mail, PDF or Excel; pulls cost, stock and lead time from the ERP; prices by your margin rule and prepares the proposal in your corporate template. Proposal engineers spend minutes instead of days; pricing and discount decisions always stay with the sales manager.

RFQ parsing (e-mail/PDF/Excel)Cost, stock and lead time from ERPMargin-rule pricingProposal PDF in your template
Satış & Teklif Ajanı karakteri
Sales & Proposal Agent
Sales & Proposal Agenttask flow · on-premise
Sample task flow · every approval is written to corporate memory
!42 lines · 3 questions · 2 alternatives
✓margin rule: 18% · OK
Minutesfrom RFQ to proposal draft · instead of days · sample
18%style margin rule applied automatically to every line; deviations flagged
6 similarpast proposals compared; win probability reported · sample
Sales managerapproval is required before any proposal is sent

It takes over the mechanical part of proposals; the sales team focuses on the customer

The agent learns your product catalogue, price lists, margin and discount rules and past proposals; understands the request, calculates, prepares the draft and brings the sales manager only the points that need a decision.

Line-item extraction from the RFQ

Reads the request arriving by e-mail, PDF, Excel or scan; turns products, quantities, technical specs and delivery wishes into a structured line list. Prepares a question list for the customer on unclear items.

"42 lines parsed · question list for 3 lines"

Cost, stock and lead time from ERP

Pulls the current cost, stock status and supply time for every line from the ERP; suggests an equivalent from the catalogue for out-of-stock lines and calculates the delivery date accordingly.

"2 lines out of stock · equivalent suggested · lead time 6 weeks"

Margin-rule pricing and discount limits

Applies the margin rule defined by customer segment, quantity and product group; limits discount authority by role. Every price outside the rule is submitted to the sales manager with its reason.

"Margin 18% · 14% on 1 line → approval needed"

Proposal in your corporate template

Turns the priced line list into a PDF/Word proposal in the company's own template with cover, terms, delivery and payment conditions; adds revision numbers and change notes on revisions.

"Proposal T-2026-0417 · PDF · rev.1"

Past proposal analysis and win probability

Finds past proposals for similar customers, products and quantities; shows at which price level they were won and calculates a sample win probability. The decision belongs to sales.

"6 similar proposals · 4 won · probability 67%"

Follow-up, revisions and CRM record

Opens the proposal as an opportunity in the CRM; calculates the difference when the customer asks for a revision, suggests a reminder when there is no reply; records the win/loss outcome with its reason.

"No reply for 7 days · reminder draft ready"

A sample RFQ day with the sales agent

A representative working day: what the agent does from the arrival of the RFQ to sending the proposal, and the moments where a person decides. Every approval and revision is taught to the next proposal.

  1. RFQ e-mail arrived
    The customer sent a 42-line request for a conveyor line: PDF attachment, delivery in 8 weeks, specs missing on 3 lines.
  2. 42 lines parsed, 3 questions
    Lines matched to the catalogue; a question list draft for the customer prepared for the 3 unclear lines (motor power, coating, voltage).
  3. Cost + 18% margin, 2 lines out of stock
    Cost and stock pulled from the ERP; margin rule applied. 2 gearboxes not in stock: equivalent suggested, lead time 6 weeks. 4 of 6 similar past proposals were won.
  4. Sales manager approved, discount on 1 line
    The manager approved a 14% margin on one line for a strategic customer; accepted the equivalent and sent the question list to the customer.
  5. Proposal PDF ready, CRM opportunity opened
    T-2026-0417 generated in the corporate template; a 1.84 million TL opportunity opened in the CRM with the proposal attached.
  6. Customer asked for a revision
    The customer increased quantities on 2 lines and asked about delivery; the agent calculated the difference, applied the volume discount rule and prepared the rev.1 draft.
  7. Daily summary to the sales team
    5 RFQs: 3 proposals sent, 1 revision awaiting approval, 1 question list with the customer. Reminder drafts ready for 2 older proposals.
Sales & Proposal Agent
RFQ → proposal breakdown · sample42 lines · cost + margin · 3 rules, 2 warnings

The customer's RFQ arrives by e-mail; the agent parses the lines, pulls cost and stock from the ERP, applies the margin rule and brings the sales manager only the out-of-stock lines and unclear points.

rfq_2026-10-07_conveyor_line.pdfMachinery · 42 lines
Lines42 / 42 eşleştimatched to catalogue
Unclear specs3 kalemquestion list
Stock40 var · 2 yokequivalent suggested
Margin%18 · 1 kalem %14approval needed
Total1.840.000 TLexcl. VAT
Margin rule: min. 18%, discount authority 5%6 similar past proposals · 4 wonSubmit for approval

How does it work in your industry?

Pick your industry to see which proposal work the sales agent takes over and how it works with your team.

Sales & Proposal Agent — Manufacturing sector
Sample tasklive
A 60-line RFQ arrived for a packaging line, where is the proposal?
58 lines matched to the catalogue; specs unclear on 2 lines, question list ready. Cost + 20% margin gives 2.6 million TL; commissioning package added, lead time 10 weeks. 3 of 4 similar past proposals were won. On your approval I will send the PDF.

Project proposals with dozens of lines; no technical detail missed, no margin eroded.

Parses the line list and technical specs in project-based RFQs, prepares optioned proposals (standard/advanced package), adds installation and commissioning lines from the template; suggests lead time by production capacity.

  • Spec matchingMatches RFQ specs to catalogue codes and flags mismatches.
  • Optioned proposalsPrepares two price sets, standard and advanced package, for the same request.
  • Installation and service linesAdds commissioning, training and maintenance packages by rule.
  • Lead time suggestionCalculates the delivery date from production and supply times.
Specmatching
Optionedpackage proposals
Lead timeby capacity

Four steps, in-house

  1. 01

    Connect

    ERP (cost, stock, lead time), CRM, mailbox, product catalogue and price lists (including Excel/PDF) are connected; past proposals are uploaded.

  2. 02

    Teach

    Rules are defined with the sales team: margin by segment and quantity, role-based discount authority, proposal template, which lines go for approval.

  3. 03

    Run

    The agent parses RFQs, prices and prepares the draft; off-rule prices, out-of-stock lines and unclear requests go to the sales manager for approval.

  4. 04

    Improve

    Every approval, revision and win/loss is written to corporate memory with its reason; the agent shows these precedents on similar proposals and the win probability estimate sharpens.

Systems it connects to
ERP (cost, stock, lead time)CRME-mail and shared mailboxProduct catalogue / PIMPrice lists (Excel, PDF)Proposal templates (Word, PDF)

The agent works; decisions stay with the company

Every agent runs on-premise or in your own cloud; what it may do alone and what it submits for approval is defined by the authority matrix.

Runs in-house

Cost, margin and customer data never leaves the company; the agent runs on-premise or in your own cloud. Price lists and proposals stay in your systems.

Authority matrix

Who can give which discount, which proposals the agent prepares alone and which it submits for approval: defined by amount, margin and role. Cost data only for authorized roles.

Reason and trail for every price

The agent shows the cost, rule and past precedent for every line; every proposal, revision and approval is recorded with a timestamp. Reversible for audit.

Human in the loop

No proposal reaches the customer without the sales manager's approval. The agent calculates, suggests and reminds; pricing and discount decisions stay with people.

Common questions

Our price list is in Excel, is that OK?

Yes. The agent reads Excel and PDF price lists, tracks version changes and blocks proposals on old prices. If prices exist in the ERP it pulls them from there; both can work together, with a rule defining which one applies.

How is discount authority limited?

Discount and margin limits are defined by role, customer segment and amount. The agent writes in-limit prices directly into the draft; anything outside goes to the sales manager with its reason. Every exception is recorded and reported.

Can it prepare multi-currency proposals?

Yes. Cost and sales currencies are kept separately; the rate source and validity period are set by rule and added to the proposal as a note. When the rate changes the agent suggests a revision.

Does our data leave the company?

No. The agent runs on-premise or in your own cloud; cost, margin, customer and proposal data is not transferred outside. Access is role-based by the authority matrix and logged in the audit trail.

Does it send proposals on its own?

No. The agent parses the request, prices and prepares the draft; the proposal is sent on the sales manager's approval. Approval thresholds (amount, margin, customer) are defined by your rules.

Which ERP and CRM systems does it work with?

Ready connections exist for common ERP and CRM systems; others are connected via API or file transfer. Your current systems, catalogue structure and scope are clarified in the discovery meeting.

How long does setup take and how is it priced?

Usually 4–8 weeks including catalogue, price list and margin rule definition. Pricing is an annual license + setup based on user count, connected systems and proposal volume; a firm quote follows discovery.

See the sales agent with your own price list

In a 30-minute demo we upload one of your sample RFQs and a few lines from your price list together; see with your own eyes how the agent parses the request and prepares the proposal.

İzmir R&D Center: Dokuz Eylül University Main Campus, Doğuş Caddesi No:207/Z DEPARK Alfa Building, BambuGO, Buca / İzmir
Istanbul Office: Maya Anatolium Tower, Floor 3, Kollektif House, Nexage Yazılım, No: 307, 34880 Kartal / Istanbul
E-mail and phone: info@nexage.ai · 0 549 763 21 88