Lawrence Sundar

Ciel Labs

Clean, harmonized public-data feeds, built lean, priced in pennies.

What we build: actors that turn messy public sources into tidy, analysis-ready records. Official APIs over scraping theatre wherever they exist; transparent pay-per-record pricing with a free sample on every run - no subscriptions, no start fees.

Current lanes:

• 🇬🇧 UK public procurement - every tender from Find a Tender + Contracts Finder as one harmonized feed
• 🛍️ Resale price comps - sold-listing data for reseller pricing decisions

Data principles: honest status messages, records you can join and filter without cleanup, and pricing where you only pay for what lands in your dataset.