Take control of your business intelligence pipeline using our plug-and-play ML infrastructure. Transform fragmented newsroom updates, market reports, and customer data into actionable insights that drive revenue growth.
Map unstructured data sources into usable records with prompting and instant validation. Obtain feedback on the quality of insights that can be extracted out of your data sources.
Complete data pipeline from ingestion to delivery. Connect any data source, apply intelligent processing, and export insights directly to your inbox or database.
No black boxes. Each insight is traceable from source data through every Lens to the final view, packaged with suggestions on how to improve your pipeline.

Johannes Gutenberg’s movable-type printing press sparked an information
revolution five centuries ago by making printing modular and
scalable—unlike previous presses that required skilled craftsmen to
carve each page.
In the same spirit, we’re building modular, transparent ML
infrastructure that turns today’s specialized business intelligence
offerings into reusable systems, realizing LLM's
tremendous potential to deliver tailored revenue-generating insights across businesses of every size and niche.
| Capability | Imprint | Thomasnet | Xometry / MFG | Paperless Parts | ProShop ERP | HubSpot / ZoomInfo |
|---|---|---|---|---|---|---|
| Private contract sourcing (OEM/Tier-1 signals, RFQs) | ✅ | ⚪︎ Static listings | ⚪︎ Job postings | ❌ | ❌ | ❌ |
| Niche buyer discovery (hidden OEMs, med/defense/aero) | ✅ | ⚪︎ Broad filters | ❌ | ❌ | ❌ | ⚪︎ Generic lead lists |
| Compliance-aware qualification (AS9100, ITAR, NADCAP) | ✅ | ❌ | ⚪︎ Cert badges only | ⚪︎ ITAR/secure comms | ✅ Built-in QMS | ❌ |
| Market sizing & vertical analytics | ✅ | ❌ | ❌ | ❌ | ❌ | ⚪︎ NAICS code only |
Competitors serve slices of the workflow: directories (Thomasnet), marketplaces (Xometry/MFG), quoting (Paperless Parts) or ERP/QMS (ProShop). We streamline both discovery and qualification through an agile and customizable data pipeline.
Flexible plans designed for scale, transparency, and trust.
⚡ Early design partners receive preferred pricing and priority support. Contact us to learn more.
$400 / mo
$1,200 / mo
Custom
Every early customer is paired with an Imprint consultant who helps design and validate your first pipelines. We don’t just drop in software—we co-create workflows with you to ensure quick ROI and lasting adoption.
We are on track for SOC2 Type 1 compliance by Q4 2025. Our audit trail is zero-copy: we log proofs, not payloads. Every recommendation is traceable back to your own evidence vault via pointers and hashes, and engineers at Imprint never see your proprietary content.
We integrate directly with your internal systems (CRMs, ERPs, warehouses) while also pulling from vetted external sources such as market news and industry databases. External scraping and enrichment are abstracted away—you only see clean, structured signals.
Pipelines can run on both schedules and event triggers. New data is pulled automatically from connected sources, transformed through Lenses, and dispatched as highlights via notifications or feeds. You see the right updates at the right time, without manual refreshes.
Tell us about your use case and we'll get you onboarded.