You do the field work. We handle the paperwork.

Send us your raw field data — photos, voice notes, handwritten notes, spreadsheets, PDFs. We return a structured, professionally reviewed report.

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What We Do

Reasoning, not just generation

Most AI report generators produce plausible prose. We built something different: a reasoning engine that reads your source material against sector-specific rules, then runs the result through generation, QA, and adversarial passes to surface contradictions, gaps, and inconsistencies before a single word leaves our hands.

What surprised us most in building this was that the AI rarely hallucinated — the source documents did. The system kept finding conflicting dates between field notes, figures that didn't reconcile between a photo log and a spreadsheet, and descriptions that drifted as revisions piled up. These were issues the original authors hadn't caught, but the reasoning engine surfaced them for review every time.

Every report is then reviewed by a business analyst with decades of experience turning complex information into clear, defensible documentation. By the time you receive it, the details have been handled.

How It Works

From field data to finished report

01

Send us your field data

Photos, voice notes, spreadsheets, handwritten notes, PDFs, video. Whatever you've got, in whatever shape you've got it.

02

We structure, verify, and review

Our reasoning engine structures your data against sector-specific rules and runs multi-pass verification against your sources. A business analyst reviews every report before delivery.

03

You receive a polished, source-grounded report

Delivered as a professional PDF, ready to send under your name — or under your firm's branding for white-label engagements.

Sectors

Built to adapt

The architecture is sector-agnostic. We work across technical reporting disciplines, including:

Don't see your sector? When a new field comes into scope, we work with you to capture its structure, required content, and any regulatory or legal references. The engine handles the rest.

Sample Report

What we work with, and what we deliver

The example below shows what a real engagement looks like. On the left, the kind of source material we receive: handwritten notes, photographs, spreadsheets, scanned documents, among others. On the right, an excerpt from the resulting report, including the yellow conflict notes our reasoning engine raised for review. All identifying information has been redacted.

Source material

Source material example 1 Source material example 2 Source material example 3 Source material example 4 Source material example 5 Source material example 6

A representative mix of the kinds of inputs we receive: handwritten field notes, phone photos, spreadsheets, and scanned PDFs.

Report excerpt

Sample report passage showing reasoning engine flags

An excerpt from the delivered report. Yellow blockquotes are conflict notes raised by the reasoning engine and surfaced for human review.

Download the Full Sample Report (PDF)
About

Built by a practitioner

Boxall Technical Reporting was founded by Bill Boxall, a business analyst with decades of experience in documentation, requirements analysis, and making complex information understandable. His work has spanned insurance, pharmaceutical, telecommunications, nuclear, municipal and federal government, and enterprise consulting — every one of them a domain where messy source material has to be turned into precise, defensible documentation, and where the cost of getting it wrong is real.

BTR exists to solve a problem every field professional knows: you're good at your job in the field, but the hours at a desk writing it all up are where the day gets long. We built this service so you can focus on what you do best — and so the reporting comes back better than you'd have time to make it yourself.

Contact

Let's talk

Have a question or want to learn more about how we can help with your reporting needs? Get in touch and we'll get back to you promptly.