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The model inside all eight programs

Meet MaraponeAI.

MaraponeAI is our own AI engine, fine-tuned on open-weight foundation models for the documents that run a jobsite: blueprints, RFIs, change orders, tenders and daily logs. It is the intelligence inside all eight programs, running on infrastructure Marapone operates, so your drawings are never handed to OpenAI, Anthropic or Google.

What it is

It reads drawings for a living.

MaraponeAI does one job: read the documents that move a construction project forward — drawings, specs, RFIs, change orders, tenders and field reports. It is the model inside every program your plan opens.

Tuned on drawing sets

Built and tuned on real construction documents, so it understands the language, formats and edge cases of the trade.

Read on infrastructure we operate

Your drawings and contracts are uploaded to infrastructure Marapone operates and read in a workspace only your account reaches. No third-party AI vendor receives them, no other firm’s work is pooled with them, and nothing is trained on them.

Fixes arrive the day they ship

Every improvement reaches you the day it ships. There is no version to buy and no upgrade to schedule.

What it can do

What it actually does all day.

Read

Clauses, quantities and dates off the page

Takes in drawings, specs, PDFs, spreadsheets and scans, and pulls out the parts that matter — clauses, quantities, dates, parties, line items.

Cross-check

Where two documents disagree

Compares drawings against specs and documents against each other to surface mismatches, missing scope and contradictions before they become disputes.

Flag

What costs money, ranked first

Ranks what needs a person’s eyes first — high-exposure clauses, costly omissions, compliance red flags.

Extract

Paperwork into a table

Turns messy paperwork into structured data your systems can use — registers, tables and exports instead of re-keying by hand.

Answer

Ask your documents

Plain-language questions across a project file, answered from the documents themselves and cited back to where the answer came from.

Draft

The RFI and the letter, drafted

Writes the first version of RFIs, responses, summaries and daily logs from the source documents, so your team edits instead of starting from a blank page.

Where a number is at stake — a price, a levelled bid, a finding — the programs compute it by rule, and MaraponeAI explains and drafts on top. It is never the thing that decides the figure.

Built for the jobsite

What it does on site.

The project side of the job runs in Blueprint Auditor, on the same model and the same project as the audit.

  • Blueprint & spec review — reads drawings and specifications, flags conflicts, missing details and code concerns.
  • RFI & change-order analysis — drafts RFIs, tracks the backlog, and scores change orders for exposure.
  • Tender & scope gap finding — scans tender packages for risky terms and scope that has been left out.
  • Daily logs & deficiencies — turns field notes into structured daily logs and deficiency lists.
  • Meeting minutes & tracking — captures decisions and action items, with an owner and a date on each.
Where it lives

One engine, desk to site.

MaraponeAI runs inside the eight browser programs today. The MaraponeAI app for iOS and Android reaches the same engine and the same workspace from a phone; it is built, and ships in Q4 2026.

Browser · today

All eight programs

The full suite in a browser tab, in a workspace scoped to your account. From $69 a month.

Phone · Q4 2026

The same engine, in hand

The iOS and Android app is the same account and the same workspace, included on every plan with nothing extra to buy. More on the app.

Both

One record

The app works on the same projects as the browser, so the field and the office read the same record.

Ask it something

What people actually ask it.

Grouped by who is asking. Every answer below is quoted from the assistant, recorded against the sample project on 17 September 2026 and cut only for length. It answers from the project loaded in front of it and from nothing else, which is why the second one reads as it does.

Estimator

“Which quantities did this takeoff produce, and which of them are missing?”

It answered: “The takeoff produced the following quantities: Concrete slab: 13.19 m³. Concrete footing: 8.44 m³. Concrete foundation wall: 0 m³. Framing lumber: 814 bf. Wall sheathing: 213.1 m². Roof sheathing: 146 m². Drywall sheets: 319 sheets…”

Project manager

“What are the most serious findings in this audit?”

It answered: “The provided context includes a takeoff and metrics summary for the project, but no audit findings are listed or described in the data. Therefore, there are no serious findings in this audit — because the audit results section is empty or not included in the given context.”

That project had a takeoff and no audit run against it. The assistant said so instead of producing findings, which is the behaviour worth showing.

Project manager

“What did this audit not check?”

It answered: “Electrical systems (receptacles, switches, luminaires, smoke and CO alarms, panels) — all counts are zero, indicating no electrical fixtures were included in the takeoff. Low-voltage devices — count is zero. Plumbing fixtures — only 10 fixtures…”

Owner or client

“Explain in one paragraph what this drawing set is for.”

It answered: “A comprehensive construction blueprint detailing the design and specifications for a two-storey residential building with 4 bedrooms, 3 bathrooms, and a total gross floor area of 263.8 m² (2,840 ft²). It includes takeoff quantities for key materials such as concrete, framing lumber, wall and roof sheathing, insulation, drywall…”

The assistant reads what is loaded in the program and answers from that. It never selects or runs anything on its own: an instruction that would change a number is shown as a plan first, and applied only when somebody presses Apply.

Put it to work

See MaraponeAI on your own drawings.

Put one real document from your site through it — a blueprint, an RFI, a change order. Field is free for fourteen days, on as many of your own jobs as you like, with no call and no obligation.