Daily Digest

Problem

Most “daily briefing” experiences are either generic digests or siloed apps that never learn what matters to you. Users wanted a calmer morning ritual: fewer tabs, fewer redundant headlines, and more signal where it affects decisions.

Mobile constraints meant personalization had to be fast, battery-aware, and resilient across flaky networks.

Approach

• Designed mobile-first flows for iOS and Android with push as a first-class channel—not an afterthought.
• Integrated AI-assisted ranking with transparent guardrails: relevance without opaque black-box churn.
• Built segmentation and preference surfaces that users can understand and correct—critical for trust.
• Operationalized content pipelines with monitoring on freshness, failure rates, and downstream latency.

Outcome

• A shipped consumer product with a coherent daily loop: open, scan, act, done—without endless scrolling.
• iOS app approved and live on the App Store; Android distribution alongside the web product.
• A major product update in final release prep—expanded personalization and content surfaces.
• Personalization that improves from feedback instead of fighting the user’s stated interests.
• A platform posture that supports new verticals without rewriting the personalization spine each time.

Technology

Product posture

Daily Digest treats “personalized” as a responsibility, not a slogan. The product aims for relevance users can explain—why an item showed up, and how to tune it—because morning routines fail quickly when the app feels random.

Delivery realities

Push notifications and offline-friendly patterns change how backends fail: partial success is common, and the UX must degrade gracefully. Engineering focused on idempotent jobs, clear retries, and user-visible freshness cues.