The quote depends on everyone finding time
The site notes are in one place, the estimate in another and the design selections in a third. Someone has to reconcile all three before the client sees a price.
FOR NYC FIRMS RENOVATING HIGH-END HOMES
Your homeowner is waiting. Your estimator has the numbers, your designer has the vision, and someone still has to turn both into a proposal. Then the client changes a finish. Another revision. Another evening getting the quote ready instead of moving the sale forward.
We implement agentic solutions that bring your site notes, pricing and interior concept sketches into one branded proposal, connected to your CRM and project tools. Built with security in mind, with controlled access and human approval.
A conversation with Yuval about where work gets stuck and what to fix first.

WHO THIS IS FOR
You run a NYC renovation or design-build firm serving high-end apartment, brownstone or townhouse owners.
You are the owner, head of preconstruction, estimator or interior design lead responsible for getting proposals out.
You already have qualified enquiries and past estimates, but assembling the scope, price and design keeps holding up the next quote.
THE PROBLEM YOU KNOW TOO WELL
The client has seen the property with you. Now they need a clear reason to choose your firm. The work between that visit and the proposal is where the momentum gets lost.
The site notes are in one place, the estimate in another and the design selections in a third. Someone has to reconcile all three before the client sees a price.
Your estimate and mood board arrive separately. The client struggles to connect the price to the finishes and rooms they imagined, so the next conversation becomes another explanation.
The client swaps the cabinetry or stone. You update the allowance, the scope and the presentation—and check that the latest version still protects your margin.
WHAT COULD CHANGE
Give the homeowner one proposal they can understand: the room-by-room scope, your reviewed price and the interior concept together. We implement quote-and-design agents around your pricing and design process, so your team spends less time assembling the same information.
Prepare the scope, pricing structure and presentation together. Measure site-visit-to-approved-quote time, including the estimator and designer checks that still need to happen.
Place room concepts, finishes and selected materials beside the relevant scope and allowances. A client can compare a base design with an upgrade instead of trying to decode a spreadsheet.
Keep quantities, rates, allowances, exclusions and approved options explicit. When a client changes a finish, show the corresponding scope and price change for review before issuing a new version.
AGENTS AT WORK
We implement the agents, connect your tools and shape the work around your team.
The agents prepare line items from your scope library, rate card and allowances. Missing costs and uncertain quantities are flagged for your estimator, so the draft follows your commercial rules.
Bring room concept sketches, material palettes and selected finishes into the same branded proposal as the quote. Your designer shapes the direction and approves generated concept imagery. Detailed construction drawings follow your normal design process.
A branded PDF with room-by-room scope, the reviewed price, options, allowances, exclusions and next steps. The homeowner can see the proposed result and the decisions needed to move forward.
Keep the accepted quote, selected finishes and open decisions together for the design and delivery team, so the project does not start by reconstructing the sales conversation.
IMPLEMENTED FOR YOU
An agentic solution built around your business: AI agents that carry out the connected steps, with your team in control of key decisions.
Walk us through one recurring bottleneck. We map the work, the people and the tools, then agree on a useful first implementation.
We configure the agents around your process and connect the CRM, files and communication tools the work depends on.
We test real examples with your team, refine the handoffs and train the people who will use it before rollout.
YOUR CRM. YOUR TOOLS.
Keep the project folders, estimating files and design tools your team already uses. We connect the specific inputs needed for the first quote type and return the proposal in your format.
Examples of tools we can connect. We confirm your software, access and required actions during mapping. Using something else? Tell us your setup.
A FOCUSED FIRST STEP
Start with a repeatable project type, such as a kitchen or bathroom renovation. We use completed proposals to build and test the agents, connect the inputs and train your team before the first reviewed live quote.
Talk about your quote bottleneckWe compare the time spent assembling and reviewing your previous proposals with the same work done by your agents. The useful measure is how soon your team can send a correct quote, including estimator and designer review.

YOUR IMPLEMENTATION PARTNER
I’m Yuval Keshtcher, founder of FutureProof Agents. We connect process mapping, AI development and your existing tools in one scoped project, from the first workflow conversation through testing and handover.
Meet FutureProof AgentsBEFORE WE START
FutureProof handles the workflow mapping, agent build, integrations, testing and team training. You provide a process owner, access to the relevant tools and a few real examples. We agree the effort and rollout plan with you before starting.
Yes—we build around your existing setup, including major CRMs, email, document tools and industry systems. We confirm the connections your workflow needs during mapping and use available integrations or custom connections where supported. Your software plan and access permissions determine what can be connected.
Yes. The offer includes agreed concept pages, selected finishes and design options within the branded proposal. The designer controls the aesthetic direction and approves any generated imagery. Detailed drawings and technical documentation are separate deliverables.
Your firm owns the pricing. The agents use your approved rates, quantities and allowances, and flag missing supplier costs for the estimator. Your team reviews the commercial details before the quote goes out.
We test this on your own project type and proposals. The first implementation measures draft preparation, estimator review and design review separately, so you can see the real time from a complete brief to a quote you can send.
LET’S LOOK AT YOUR BOTTLENECK
Talk through one recent proposal with Yuval: where it waited, what had to be reworked and who got pulled in. We’ll identify a practical first step toward getting the next one out sooner.
A brief description is enough. Please keep confidential client records and passwords out of the form.
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