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AI Automation1B.4 · Sales & Lead Automation

Tailored proposals, drafted for you

Proposal Automation by Deepzeta AI builds each proposal from your templates and the client’s details in your CRM. AI writes the client-specific sections, your staff review them, and the proposal goes out with open tracking and follow-ups. It is for UAE construction and interior fit-out firms, and any business whose proposals are rebuilt by hand for every client.

Hands turning the pages of a printed proposal beside a laptop, a pen and a glass of water, in a DIFC meeting room

Before and after

Where proposal time goes

A proposal often starts as a copy of the last one: details copied from the CRM, sections rewritten for the client, then sent and forgotten. Each step waits for someone’s free time. Here is what changes.

Where proposal time goes
TodayWith Deepzeta AI
Each proposal starts as a copy of an old one, edited by hand.Each proposal is built from your approved templates for that kind of work.
Client names, contacts and project details are retyped from the CRM.The client’s details come straight from the CRM deal, so nothing is retyped.
The sections written for each client start from scratch every time.AI drafts the client-specific sections, ready for your staff to review.
A sent proposal disappears, with no sign of whether the client read it.Opens are tracked, so you know when the client has looked at it.
Chasing a quiet client depends on someone remembering to.Follow-ups go out automatically, on the schedule you set.

Example flow

How a proposal is built and sent

Proposal Automation joins three things you already have: your proposal templates, your CRM and your team’s judgement. The system assembles the draft, AI writes the parts that change for each client, and a person approves it before it goes out. Here is one example flow for an interior fit-out firm; yours follows your own templates and review steps.

Fig. 1 — Example flow
  1. · The deal reaches proposal stageA restaurant owner wants a fit-out, and the deal in your CRM moves to the proposal stage.
  2. · The draft is assembledThe fit-out template fills in the client’s name, site details and scope from the CRM deal.
  3. · AI writes the tailored sectionsAI drafts the sections that change for this client, such as their brief and your proposed approach.
  4. · Your team reviews itA project manager checks and edits the AI-written sections, then approves the proposal for sending.
  5. · The client opens itThe proposal goes to the client, and you can see when they open it.
  6. · A follow-up goes outThe client opened it but went quiet, so a follow-up goes out on the schedule you set.

Deliverables

What you get

  • Your proposal templates, set up for each kind of work you bid for
  • Proposals generated from your templates and CRM data, with the client’s details filled in
  • AI-written client-specific sections, drafted for your staff to review
  • A review step, so no proposal reaches a client before a person approves it
  • Open tracking on every proposal you send
  • Automatic follow-ups on a schedule you set
  • Consent wording in every follow-up, and replies routed to the person who owns the deal

Works with the CRM your deals live in

Each proposal draws on the client’s details in your CRM: HubSpot, Zoho CRM, Pipedrive, Salesforce or Odoo. The tailored sections are drafted with AI models such as OpenAI, Anthropic, Jais or Falcon. The automation runs on n8n, Make or Zapier, and your templates stay yours.

  • HubSpot
  • Zoho CRM
  • Pipedrive
  • Salesforce
  • Odoo
  • OpenAI
  • Anthropic
  • Jais
  • Falcon
  • n8n
  • Make
  • Zapier

Decision aid

Is Proposal Automation right for you?

Proposal Automation suits any business that wins work with written proposals, where each one is tailored to the client. It is a best-fit automation for construction and interior fit-out. These questions show when a proposal system fits, and when a quote is enough.

A good fit for

  • Construction firms bidding for projects with detailed written proposals
  • Interior fit-out companies proposing a design approach to each client
  • Teams whose proposals are rebuilt from old ones, with details copied by hand
Do your proposals reuse the same sections with a few changes?
Then templates and CRM data build most of each proposal, and AI drafts the parts that change.
Does a senior person write each client’s sections themselves?
Then AI drafts give them a starting point to review and edit, instead of writing from scratch.
Do you send priced quotes rather than written proposals?
Then the Automated Quotation & Quote Tracking System may fit better, with price lists and approvals built in.
Do you send only a handful of proposals a year?
Then writing them by hand may serve you well for now. A free AI audit shows what to automate first.

Proposals for UAE clients

  • Arabic and English: templates in either language, and AI drafts your staff check before sending.
  • A person reviews every AI-written section before a client sees it.
  • Consent wording in every follow-up, and any reply reaches the person who owns the deal.
  • Data rules from day one: what each AI step reads, and who can see each proposal, agreed before launch.

Pairs well with

  • AI Automation

    Automated Quotation & Quote Tracking System

    Builds priced quotes from your price lists, with approvals and view tracking, when a job needs a quote rather than a proposal.

  • AI Automation

    CRM Setup & Automation

    Keeps the client and deal details your proposals draw on in one CRM, with pipelines, stages and reminders.

  • AI Automation

    Contract Generation & E-Signature

    Generates the contract from your templates and deal data once a proposal is accepted, with online signing and automatic filing.

FAQ

Questions about Proposal Automation

What firms ask before automating proposals: cost, timing, AI review, results, CRM data and Arabic.

How much does Proposal Automation cost?

Proposal Automation is priced after a free AI audit, because the cost depends on your proposals. The main drivers are how many templates you need, how much of each proposal changes per client, and which CRM the details come from. The audit ends with a written summary, next steps and a quote.

How soon could our first automated proposal go out?

We confirm a timeframe for Proposal Automation after the free AI audit, once we have seen your current proposals and CRM. One template for one kind of job is a smaller build than several templates, each with its own AI-written sections and follow-ups. You can start with your most common proposal and add the others later.

Will AI-written text reach clients without anyone checking it?

No: the AI drafts the client-specific sections, and a person on your staff reviews them before any proposal is sent. Your reviewer can edit, rewrite or reject each section. The parts that stay the same, such as your company profile and terms, come straight from your approved templates.

Will automated proposals help us win more work?

We can’t promise more wins: a client’s decision depends on your price, your offer and the competition. What changes is the work around each proposal. Drafts start from your templates and CRM instead of a blank page, you see which proposals were opened, and follow-ups go out without anyone having to remember. Judge the change on your own deals.

Which CRM can our proposals pull client details from?

Proposals can pull client and deal details from HubSpot, Zoho CRM, Pipedrive, Salesforce or Odoo. The details come across when the deal reaches the stage you choose, so nobody retypes them. If your client details still live in spreadsheets, CRM Setup & Automation can set up the CRM first.

Can the AI draft proposal sections in Arabic?

Yes: templates can be set up in Arabic and English, and the AI drafts the tailored sections in either language for staff to review. AI models with strong Arabic support, such as Jais and Falcon, are among those we build with. Your reviewer checks each Arabic section before it goes out.

What client information does the AI see when it drafts?

The AI drafts from the fields you choose, such as the client’s details in the CRM deal and the brief your team has recorded. Every automation project we build includes retention and access rules and a record of what each AI step uses, so you can check which data went into each draft.

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