Turn messy tool output
into clean, usable data.
Your machines and instruments spit out unstructured RTF, TXT, and log files nobody can join. We build custom software that maps the signal, quarantines the noise, and feeds every downstream system — dashboards, yield, scrap, ERP — clean, structured data.
| UNIT | TEST | READING | SPEC | RESULT |
|---|---|---|---|---|
| SN-4471 | Vout | 12.03 V | 11.4-12.6 | PASS |
| SN-4471 | leak | 0.4 sccm | <1.0 | PASS |
| SN-4471 | torque | 8.2 Nm | 7-9 | PASS |
| SN-4472 | Vout | 11.98 V | 11.4-12.6 | PASS |
Ingest
RTF · TXT · CSV · LOGS
Map & Validate
SIGNAL vs NOISE
Deliver
CLEAN + STRUCTURED
Illustrative sample — representative of real CNC, molding & test-bench tool output.
We map it, build it,
host it, and keep it running.
We Map It
We learn your tools' quirks — the RTF headers, the corrupt lines, the units nobody documented — and turn that raw output into clean, structured, validated data.
We Build It
Custom software around that clean data — dashboards, yield and scrap tracking, alerts, and integrations designed around how your floor actually works.
We Run It
We host and monitor the whole pipeline so new tool files keep flowing in, getting mapped, and landing clean — without your team babysitting it.
Your tool data, finally
speaking one language.
Take any tool output
CMMs, CNC machines, molding presses, test benches — RTF, TXT, CSV, and raw logs. We ingest whatever your tools produce, however ugly.
Separate signal from noise
We parse the real measurements, normalize units, validate every value, and quarantine the corrupt lines — with a logged reason for each, never a silent drop.
Feed every downstream system
Clean, structured data flows straight into dashboards, yield and scrap reports, SPC, your ERP/MES, or a plain spreadsheet — whatever your team already uses.
Built for the factory floor
Tool Data Mapping & Pipelines
Parsers and pipelines that turn raw tool output into clean, structured, validated data — automatically, every shift.
Dashboards & Custom Apps
Purpose-built apps and live dashboards on top of your clean data — so operators and managers see what's happening in real time.
Yield, Scrap & Integration
Push clean data into yield and scrap analytics, SPC, and your ERP/MES — and automate the reports your team builds by hand today.
We're a custom software
shop at heart.
Data mapping is our specialty — not our whole story. We design, build, host, and run custom web and mobile apps, dashboards, APIs, and AI automation, including products we've shipped and operate ourselves.
SweepFit
AI-qualified B2B giveaways — a full platform we built end to end for collecting entries, scoring leads, and running fair, verifiable winner draws.
aidocusource
An AI agent that turns scattered equipment info into a cited ownership binder — the same "clean, structured, never faked" discipline we bring to your data.
Built to Scale
Grows With Your Data
Real People
Never Outsourced
Rapid Delivery
From Concept to Launch, Fast
I've stood on the manufacturing side, staring at RTF files full of garbage, trying to figure out what a tool was actually telling me. That's the problem we solve — we make your tools' output make sense, so your team can stop decoding files and start using the data.
Pross Solutions — Built by someone who's lived it.
Practical reads for
small business owners.
Turning Messy Tool Output Into Clean Data
Why manufacturing tools emit unstructured RTF, TXT, and log files — and how to turn that mess into clean, structured data.
Read more ParsingTurn RTF & TXT Tool Files Into Structured Data
A practical look at parsing messy RTF and TXT tool exports into clean rows — control codes, shifting layouts, and corrupt lines included.
Read more AnalyticsFrom Tool Data to Yield & Scrap Analytics
Once your tool data is clean and structured, yield, scrap, and SPC analytics get straightforward. Here's the path.
Read moreHave tool data that
needs wrangling?
Send us a sample of the ugliest file your tools produce — a machine log, a CMM export, a molding-press dump — and we'll show you what clean, structured data looks like on the other side. We also build affordable custom software for small business beyond the factory floor.
Get in Touch