01
Estimate
Answer a short quiz about company size, industry, history, and data types. Receive an illustrative ballpark range—an estimate, not an offer.
Data valuation for operating companies
Your business already produces data. Clearworth helps you see what it may be worth.
AI labs and model builders pay for high-quality, domain-specific datasets. If your company has years of structured operational records—jobs, transactions, inventory, logistics, or customer workflows—that archive may have market value beyond internal analytics.
Estimates are directional only—not a quote or commitment. No data leaves your control until you choose to proceed under NDA.
How it works
Four steps. You stay in control at every gate.
Clearworth is a new, independent data brokerage run by Nick Hames—not a bulk scrape or a self-serve upload portal. This is the process we follow with every company. Serious buyers expect clean rights, clear provenance, and privacy hygiene.
02
Qualify
By email, using a short intake questionnaire, we map what you hold, what could be licensed, and what must stay internal. No files change hands yet.
03
Protect
Mutual NDA first (request a copy by email). Then an optional sample under your rules—de-identification, field redaction, and retention limits.
04
Transact
If the data looks marketable, we package it and present it to prospective buyers we identify—we are building those buyer relationships now. Nothing is licensed without your written approval of the buyer and terms, and Clearworth is paid only if a license closes.
What tends to matter
Buyers care about depth, structure, and real-world decisions—not screenshots.
The strongest packages are longitudinal, domain-specific, and already used to run the business. Personal identifiers and regulated secrets usually need redaction or exclusion.
Structured operational systems
ERP exports, job costing, work orders, inventory movements, CRM pipelines, scheduling, logistics, and ticketing—especially with multi-year history.
Domain documents with labels
Specs, estimates, inspection notes, SOPs, and catalogs that map cleanly to categories, outcomes, or dollar amounts.
Raw PII and closed-loop secrets
SSNs, payment card data, medical records, and anything you cannot lawfully license. We design around what you can responsibly share.
Where we start
Verticals with thick operational trails
Clearworth is starting with construction & trades, where Nick Hames has years of hands-on residential experience. We also welcome inquiries from adjacent industries that accumulate years of decision-grade records as a byproduct of serving customers.
Construction & trades
Estimates, change orders, material takeoffs, crew schedules, punch lists, and warranty history across completed jobs.
Real estate & property ops
Lease admin, maintenance tickets, unit turns, vendor performance, and portfolio-level operating metrics.
Distribution & light industrial
SKU velocity, fulfillment exceptions, supplier lead times, and warehouse event logs with durable identifiers.
Field services
Dispatch, visit notes, parts usage, first-time-fix rates, and equipment service histories.
Specialty manufacturing
BOMs, quality checks, scrap reasons, machine parameters, and lot/batch traceability—where export rights allow.
B2B professional services
Project plans, time/cost actuals, deliverable taxonomies, and engagement outcomes over many clients.
For data buyers
Scrubbed, consented construction datasets for AI labs and data buyers—now being assembled
Clearworth is working to source real project records from US residential construction companies, scrub them of personal and sensitive information, and license them on a non-exclusive basis. Our first datasets are in preparation. These are the data types we are sourcing—tell us what you need and we will tell you honestly what we can provide.
Estimates & bids
Multi-year line-item estimates and bids from real residential jobs.
Change orders
Field change orders showing how scope and cost moved after the bid.
Job photos
Site and progress photos from the same projects, from start to finish.
3D designs
Design models and plans tied to the estimates and builds they produced.
Linked project records
Multi-year records linked by project, so you can follow a job from design to bid to field changes to the finished build.
Scrubbed, consented, non-exclusive
Our standard: every dataset will be sourced with the company's written authorization, de-identified under our written policy, and offered under a non-exclusive license.
Privacy posture
Company-controlled data. NDA before export. De-identification by design.
Clearworth does not ask you to upload production databases on day one. Valuation starts with a questionnaire. Any transfer happens only after a signed mutual NDA and your written authorization, with fields you approve. Our mutual NDA and De-identification & Data Handling Policy are available on request by email.
You hold the keys
Exports stay on your systems until you authorize a package. We never require open VPN access as a starting point.
NDA before samples
Mutual confidentiality comes before schema reviews, sample rows, or buyer introductions.
Minimize what leaves
Prefer aggregated, hashed, or redacted fields. Drop columns that do not improve training utility.
Curious what a ballpark looks like?
The quiz takes about a minute. Results are labeled as estimates—useful for deciding whether a closer look by email is worth your time.