
Manufacturing · Geotechnical field services
Paper borehole logs to structured, model-ready data, at enterprise scale
BoreDM
Geotechnical field engineers still rely on paper in rugged, high-liability environments. Every handwritten borehole log had to be typed later, while millions of legacy logs sat trapped in PDFs.
Why this matters for manufacturing & distribution
Field geotechnical and engineering services firms that feed construction and infrastructure share a problem with capital-intensive manufacturing: handwritten and PDF sources that must become structured, reviewable records, without turning your engineers into data entry staff.
Geotechnical field engineers still rely on paper in rugged, high-liability environments. Every handwritten borehole log had to be typed later (on the order of tens of minutes and dollars per report), while millions of legacy logs sat trapped in PDFs.
Results at a glance
- 0145m → 2–3mProcessing time per report (order-of-magnitude)
- 02~$1MLabor savings trajectory at scale
- 03$20 → < $0.20Transcription cost per report at scale (reported)
Before AMSCO
- Manual transcription was the bottleneck for both new work and backfills
- Enterprise digitization partnerships were not feasible at manual unit economics
- Engineering time leaked into clerical work
With AMSCO
- Processing time cut from roughly 45 minutes to about 2–3 minutes per report
- Transcription cost reduced from about $20 to under $0.20 per report at scale
- Enterprise-scale digitization partnerships that were not feasible with manual transcription
“The time Structify saves isn’t just saved. It’s reinvested. We can shift the budget from data entry into modeling, testing, and better field equipment: actual engineering value. That’s a game-changer.”
Founder & CEO | BoreDM
Full story
Sourced from the same case study published on structify.ai.
How Structify revolutionized BoreDM's geotech operations
"The time Structify saves isn't just saved — it's reinvested. We can shift the budget from data entry into modeling, testing, better field equipment — actual engineering value. That's a game-changer." - Louis Aaron, BoreDM CEO
For most geotechnical teams, fieldwork still runs on paper – it's reliable in harsh, high-stakes environments — but those handwritten logs are a pain to digitize. That's where Structify comes in.
BoreDM automates the extraction of borehole logs—critical for soil analysis and construction safety—without changing how engineers work. In doing so, thousands of static paper reports are now structured, searchable, and instantly usable for modeling, risk analysis, and infrastructure design.
Results at a glance:
- 012,000,000+ hours saved – Borehole log processing time cut from ~45 minutes to ~2-3 minutes per report
- 02~$1M in labor savings – Transcription cost reduced from ~$20 to <$0.20 per report
- 03New enterprise contracts unlocked – BoreDM became the preferred vendor for major infrastructure firms like WSP, digitizing millions of legacy reports once considered unusable
Before Structify: Manual work that didn't scale
Field engineers preferred paper for good reason—rugged environments and the need for accuracy in high-liability work. But that meant every handwritten report had to be typed up later, at ~45 minutes each and ~$20 per log.
For teams handling thousands of reports, it wasn't just expensive—it was unscalable. Meanwhile, millions of legacy boring logs sat trapped in PDFs, collecting dust instead of informing future projects.
With Structify: Fast and reliable data extraction
Structify let field engineers keep what worked—paper in the field—while modernizing everything else. By extracting insights from scanned logs in under 2–3 minutes, Structify can turn messy handwriting into clean & structured data. Unlike rigid OCR tools, Structify understands the business context and can handle thousands of log variations, so teams get consistent, model-ready output—fast.
Business impact for BoreDM: Borehole logs turned from cost center to revenue engine
What began as a cost-saving tool quickly became a growth driver. BoreDM can now take on large-scale projects that were previously impossible—like partnering with WSP to convert millions of legacy reports into usable datasets. These reports are now fueling better civil engineering models, more informed risk decisions, and even training custom AI tools.
What was once a transcription bottleneck is now a competitive edge.
Our recent projects wouldn't be possible without Structify's data platform. It's a massive time-saver — something our industry is genuinely excited about.

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