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Custom RFI software: from question to official response

Short answer

An RFI, a request for information, ends only with an official answer passed to the team. RFI software keeps the subcontractor's question beside the drawing and revision, the designer's comments and the approved answer with a record of who received it. First check the RFI module in your current construction platform. At Syntalith the application costs from €3,000 net. At 150 RFIs a month of 30 minutes each, it pays back in 1.4 months.

How we workDetails ↓

  1. 01Call30 minutes with an engineer, free
  2. 02PrototypeA working system on your process and data, free
  3. 03ImplementationTarget and fixed price in the contract; 50% at signing
  4. 04Acceptance50% once the agreed target is met
net per application, fixed price before contract
from €3,000
from signing the contract to acceptance
4–10 weeks
free prototype on your documents
€0

We belong to the OpenAI and Anthropic partner programmes and learn through their official courses. What this means ↓

Author: Syntalith · 3 min read

Example: the morning request inbox
Agent · ready

Statistics

Construction and AI: statistics 2026

1.4 mo.

payback of a €3,000 application at 150 RFIs a month: €2,618 of work today, €525 with checking and the model. Scenario.

Figures checked: 22 October 2026

A comment on a new drawing does not close the case

A subcontractor asks about the mounting position of a unit marked on a drawing in revision A. The designer adds a comment and refers to revision B. The project manager sees that remark, but the team still needs an official answer: which revision applies and what follows from it for the installation. If such cases travel between the construction platform and email, the answer easily reaches only some of the people.

In the proposed flow, both revisions and the designer's comment stay with the subcontractor's question. A named person checks the content and the document, records the official answer, and the manager sees who received it and when. The project team agrees who reviews questions and who issues answers, and the technical assessment stays with the people responsible.

One RFI from question to answer
  1. 01Questionthe subcontractor, at a specific drawing and revision
  2. 02Reviewthe named person with the reviewers' comments
  3. 03Answerthe official clarification with a reference to the document
  4. 04Distributionwho received the answer and when
  5. 05Archivethe question, the revisions and the answer together
What to move when the tool changes
  • Open questions with their references to drawings
  • Comments and the person leading the case
  • The distribution history of answers already issued
  • Ownership of code and data, and documentation for a successor

What it costs and when it pays back

Scenario: 150 RFIs a month
Today
150 RFIs × 30 min = 75 h (€2,618)
With the system, a person checks the output in 20% of the time
€524
Model, 1 call per case, Claude Sonnet 5.5
€1
Cost of one case
€17.45 today, €3.50 with the system
Saving
€2,093 a month

Payback of €3,000

1.4 months

The volume, the time and the checking share are the scenario's assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat. Model: 3,000 input tokens and 400 output tokens per call at Anthropic's rates, at the ECB rate of 1.1205 USD per euro on 22 October 2026.

The count covers the work around a case: searching, reading, writing and handing over. What remains is the time to check the result, 20% of today's work in the scenario. Before the quote, we measure both times on 20 to 100 cases the team has already handled, in a free test that takes 5 working days.

Looking after the connection covers the case where an answer was recorded but did not appear where the subcontractor looks. We price that support alongside the build and the migration.

A platform module or your own flow

Autodesk Build lets you prepare an official response based on the reviewers' responses, add attachments and references to sheets. Before you order anything, go through with the administrator the last case where the answer had to be sent around outside the platform: perhaps fixing the roles or the access option for subcontractors is enough. An extension makes sense when the team works well in the platform and subcontractors need a simpler place for the question and the answer. A form, assigning a person and passing on the answer need no AI. A model helps find earlier comments in scattered correspondence.

RFI module, an extension or your own flow
  • The team and subcontractors work in the platform

    configuration of roles and the RFI module

    no build

  • Subcontractors need simpler access

    a question portal connected to the platform

    from €3,000

  • RFI handling joins several places by hand

    your own narrow RFI flow

    €3,000–€7,000

Where to start

The first scope covers one project and subcontractors' questions about drawings. A list of changes after a new revision is described in AI in construction: a list of design changes. We build this kind of rollout as part of AI applications. For the free analysis, a description of one case from recent weeks and of the tools it passed through is enough. You do not need to send confidential documents, and you get a written plan within 2 working days.

Worked example · Scenario

How we count the payback: construction documents

We run the same count for your project in the free analysis.

€3,490

a month for quoting 50 enquiries by hand

Payback: 1 mo.

2 hours to quote an enquiry with a bill of quantities and checking in 15% of the old time are our assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat, for companies with 10 or more employees. Model cost: reading the enquiry in our quoting system (about €0.0008) plus pricing the lines (Claude Sonnet 5.5, about 4,000 + 1,500 tokens), at the ECB rate of 1.1205 USD per euro on 22 October 2026. The extra margin is a scenario: we assume 1 in 100 enquiries quoted before the deadline ends in an order that a slow reply loses today, with a margin of €3,442. In the review we count it on your sales process.

See the full calculation →

This is how we implement it in companies

All case studies →

Client results.

All projects →
foap.comcustomer service

foap.com customer service: 95% of replies are sent automatically.

Users from several countries write to foap.com, in several languages. The system reads the entire conversation and the terms of that person, and then sends a response in that person's language. Questions about money and exceptions go to the team with a ready draft, so they have to check and send them.

the system sends the answers itself, without human typing
95%
time from the arrival of the e-mail to the ready response (median)
30 s
e-mails that require a response receive a ready-made draft
100%
less work for every 1000 answers (estimate)
47 h

Data from foap.com production, October 20-21, 2026. Estimate: 3 minutes for handwritten response.

How foap.com customer service works →
Sample messages. Money matters always come to the person.

Other implementations

jaktako.design

studio projektowe

−87%

Time to look for new customers, every day

4 hours → 30 min

approx. 73 hours less per month (21 days of work)

according to the studio

How the agent loop works →
Signature Estates

real estate

approx. −90%

Operator time spent browsing portals, per day

2–3 hours → 20 min

approx. 45 hours less per month (21 days of work)

respect · contact the seller 5 minutes after the announcement

How the agent finds property listings →
Kuba Koziej, CEO and co-founder of MoreGrowth and board member at Natu.Care

Kuba Koziej

CEO and co-founder, MoreGrowth

„We started with my own AI agent. During the training that followed, I learned to build new applications myself. Today I am bringing this way of working with AI into my business. Working with Syntalith gave me exactly the skills and tools I needed.”

View the original training review on LinkedIn ↗

When an off-the-shelf tool does not fit, we build your own.Book a free process review (30 min) →

How we build automation and agents

From a conversation to a working system in four steps.

  1. 01 · 30 min

    Free process review

    €0

    You're talking to an engineer. You receive the written plan within 2 business days.

  2. 02 · 5 days

    Free prototype

    €0

    The system works on 20-100 cases that your team has already handled. You see every result.

  3. 03 · 2–16 weeks

    Build

    50%

    Fixed price and goal written in the contract. First installment upon signing.

  4. 04 · after reaching the goal

    Reception

    50%

    You pay the second installment when the system reaches its target on your cases.

How a free prototype is created

Mon.

We set a goal

What result do you consider good?

Tue–Wed

The system is working

It goes through your affairs, one by one.

Thu

We compare

We check every difference with the team's work.

Fri

Result and price

List of errors and fixed implementation price.

You choose the matters. We anonymize them upon request, they stay in the EU and we delete them after the test.

On the market, such a test usually costs from PLN 3,000 to PLN 8,000.

Book a free process review (30 min)

We establish a prototype during a free analysis.

Data checked on October 25, 2026.

„Is my data safe?”

Yes. You choose where they go: from your company account to the model on your server.

  1. 00Employee's private account

    Customer and company data ends up in an account that the company cannot see or control. There is no data processing agreement, so it is a violation of the GDPR. When an employee leaves, the chat history goes with them.

  2. 01ChatGPT or Claude corporate account

    The provider does not use your data to train models. A copy of the queries remains in his logs for up to 30 days.

  3. 02API with zero retention (ZDR)

    The provider processes the request and does not save anything. It requires his consent, we prepare the application together.

  4. 03Processing in the EU

    Queries are counted and stored in Europe: OpenAI in the EU region, Claude via clouds with the EU region.

  5. 04Model at your place

    The open model runs on your server or in your cloud in the EU. The data does not go outside the company.

What we do with every implementation

  • Confidentiality agreement and data processing agreement before we receive any data.
  • You choose the cases for the prototype and we anonymize them upon request.
  • The data stays in the EU and we delete it after the test.
  • Corporate accounts with an administrator on your side.

When data cannot leave the company

The open model runs on your server or in your cloud in the EU. To choose from:

White-tailed eagle
Polish model, SpeakLeash and ACK Cyfronet AGH
PLLUM
Polish model, HIVE consortium commissioned by the Ministry of Digitization
Qwen
Alibaba
GLM
Zhipu AI
DeepSeek
DeepSeek

We select a model for the task and check it on your cases. We run it, tune it and maintain it.

Source: Bielik and PLLuM, ACK Cyfronet AGH ↗ · PLLuM, Ministry of Digitization ↗

Do you have a lot of your own data? We will fine-tune the small model.

  1. 1 Your examples
  2. 2 tuning
  3. 3 test on new cases
  4. 4 model at your place

When you have thousands of similar emails, documents or reports, we teach a small open model based on your examples. It works for you, responds quickly and costs less to maintain than a large model. We measure quality on issues that the model has not seen while learning.

Przemysław and Piotr did it in large programming and consulting companies. Artem did it before and does it today at Syntalith. It's about models on your own infrastructure, tuning and quality measurement.

You choose the protection level during the interview. We sign the data processing agreement before we see any data.Schedule a free analysis →

Custom AI apps

When an off-the-shelf tool does not fit, we build your own.

We build an application with a language model for the work of your team: searching the company's knowledge, case panel or portal. We check the validity of your documents before launch, and the code stays with you.

See AI applications →
net per application, fixed price before contract
from €3,000
from signing the contract to acceptance
4–10 weeks
free prototype on your documents
€0

Questions

  • What is RFI software?

    A place where a subcontractor's question about a drawing, the reviewers' comments and the official answer sit in one case, with a record of who received the answer and when.

  • Do you need AI for handling RFIs?

    Not for the flow itself. A form, assigning a person and passing on the answer are an ordinary application. AI helps find earlier comments in scattered correspondence.

  • How much does such an application cost?

    At Syntalith from €3,000 net. At 150 RFIs a month of 30 minutes each, the payback is 1.4 months. We agree integrations and maintenance before the quote, and the model costs about €1 a month.

Let's talk

Just write, call or choose a date.

We work fast because we hate corporate cotton wool. We don't have salespeople or managers to keep an eye on managers. You talk immediately to engineers who then build your system. We respect each other's time and yours too.

We will accept 3 more companies by the end of the year.

Mon–Fri 9:00–17:00 CET

What our OpenAI and Anthropic partnerships mean for you.

OpenAI makes ChatGPT and Anthropic makes Claude. We belong to the partnership programs of both companies, so we work with their tools every day and learn from the creators themselves.

OpenAI Select PartnerClaude Partner Network
01We will select a tool for the task
We implement both ChatGPT and Claude. We check both on your documents, and you choose the one that makes fewer corrections and saves more time.
02Knowledge straight from the creators
We learn from official OpenAI and Anthropic courses and materials. Your team learns about the features and settings that work today.
03Licenses without our margin
When we roll out ChatGPT, Claude or Copilot, you buy the licences directly from OpenAI, Anthropic or Microsoft and they invoice you. We add nothing to the licence.
04Certified engineers
On the team, we have an AWS certification in machine learning and an Anthropic certification in systems architecture on Claude.

Participation in programs does not mean that OpenAI or Anthropic endorses our services.