Rivac LabsVertical Data Intelligence Feeds
Regulated industries generate huge volumes of public filings, disclosures, and records that are technically public but practically unusable — scattered across agency websites, inconsistently formatted, and full of duplicate or conflicting entries. This service builds a subscription data feed for a specific regulated vertical (healthcare, finance, legal, government contracting, and similar) that ingests those messy public and regulatory sources, resolves entities across them, and delivers a clean, structured, queryable feed your customers can actually build on. It's a data product in its own right: something you can license, sell, or use internally as a durable competitive asset built once and monetized repeatedly. It solves the problem of an entire industry re-scraping and re-cleaning the same messy public data independently instead of buying it clean from a single, maintained source.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Scope the specific regulatory or public sources, the target vertical, and the entities and fields the feed needs to cover
- 2
Pilot ingestion and entity resolution against a subset of sources, validating accuracy against known records in that vertical
- 3
Review data quality and coverage gaps with domain experts before committing to the full source list and refresh cadence
- 4
Build the production feed with a refresh schedule, quality monitoring, and a delivery mechanism (API, file feed, or database) ready to license or operate
What You Get
Deliverables from this engagement
- Production data feed covering the agreed vertical and source set
- Entity resolution logic documented and validated against known records
- Delivery mechanism (API, scheduled file feed, or database access)
- Refresh cadence and ongoing data-quality monitoring
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about Vertical Data Intelligence FeedsMost engagements like this start as a $500–$2,500 pilot — see full pricing.