Living data infrastructure

Turn scattered public information into products people can use.

Faves collects, normalizes, verifies, and publishes changing information—from community interests to local activities and retail offers.

  • Source-backed
  • Change-aware
  • Built to publish
Faves platform Active
Websites Feeds Documents APIs
F
Living data layer

One source of usable truth

CommunityContent sites
LocalActivity feeds
CommercePrice signals

One repeatable operating model

The useful information is everywhere. The usable data is not.

Public information lives across websites, PDFs, calendars, catalogues, registration systems, and feeds. Faves turns that fragmentation into a dependable product layer.

01

Collect

Map authoritative sources and monitor the information each one publishes.

02

Normalize

Turn inconsistent formats into stable records, relationships, and identities.

03

Verify

Preserve provenance, track changes, surface gaps, and keep review explicit.

04

Publish

Deliver focused websites, searchable feeds, exports, and APIs from one layer.

Update lifecycle

Freshness without blind automation.

KIDO uses the Faves platform to detect meaningful source changes every day, run deterministic updates, and keep production publishing under explicit review.

KIDO update lifecycle Daily detection, targeted refreshes, validation, and an admin-controlled production push.
Input Public source content
Daily worker Lightweight source poll Check for a meaningful source change
Decision Meaningful source change detected?
No
No refresh Recheck tomorrow
Decision Update logic available?
No
Bounded AI review Propose code or configuration Human review and implementation, then return to ingest; no machine or repository access
Deterministic step Run source ingest
Dates and times Prices and locations Duplicates and removals
Quality gate Validation and approval checks pass?
No
Needs review Reason and evidence shown to an admin; resume after approval
Production Apply approved changes Record the freshness clock

The platform in practice

One platform.
Different useful products.

Each product uses the same collection, normalization, verification, and publishing system. The audience, sources, rules, and experience change.

01

Community content

Faves Communities

Turn public preferences, products, media, and topics into living fandom, editorial, and commerce experiences.

Explore K-pop Faves
AudienceProfilesTopics
02

Local discovery

Local Activity Data

Make events, camps, programs, organizations, and venues searchable through source-backed data APIs and managed local feeds.

Plan a local pilot
GeographyAgesActivities
03

Commerce monitoring

Retail Signals

Connect changing catalogues, offers, and receipts to sale discovery and personal price-drop tracking.

Talk about commerce data
RetailersStoresOffer cycles

Built for information that moves

More than a snapshot.

Faves models what people need to decide and what products need to stay synchronized.

Stable identities

Persistent records for people, listings, organizations, places, products, and sources.

Structured relationships

Clear connections between topics, occurrences, providers, locations, and ownership.

Change history

Know what appeared, changed, disappeared, or needs review—and when.

Rights-aware delivery

Separate factual index data, enriched fields, and distribution-ready content.

Start focused

From source landscape to live product.

Begin with one audience, market, or data problem. Faves builds the source map and a practical path to production.

  1. 01
    Define

    Choose the audience, sources, coverage, and useful output.

  2. 02
    Connect

    Configure collection and normalize the records that matter.

  3. 03
    Review

    Set evidence, quality, rights, and publication rules.

  4. 04
    Launch

    Publish the product and keep its underlying data current.

Build on Faves

What useful product is hiding in scattered information?

Bring an audience, a market, or a data problem. We’ll map the source landscape and outline a focused pilot.

Design a pilot