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Our work

Client projects we've built — case studies and capability walkthroughs.

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Media & News AI

Papernews

Agentic news aggregation that searches the web and writes comprehensive, sourced news articles in seconds from user-defined topics.

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Media Technology

SYNQABL

An AI agent that automates music licensing, metadata tagging, and licensing workflows—cutting processing time by 80%.

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Matchmaking AI

SmartMatchAgent

A conversational matchmaking agent that turns natural-language intent into ranked matches with compatibility scoring.

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Retail Technology

AURA

Adaptive music for retail spaces that responds to crowd density and energy in real time to optimize atmosphere and dwell time.

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Productivity AI

Thyme

An AI-powered project management agent that prioritizes tasks, tracks dependencies, and answers project queries in natural language.

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Jump to case study

01
Media & News AI

Papernews

Agentic news aggregation that searches the web and writes comprehensive, sourced news articles in seconds from user-defined topics.

Challenge

  • Keeping up with news across multiple topics is time-consuming
  • Traditional aggregators lack depth and sourcing transparency
  • Readers want comprehensive coverage with verifiable sources
  • Manual research and article assembly doesn't scale

Solution

  • Built agentic news aggregation app with web search
  • Users type keywords for one or more topics
  • AI searches the web and writes comprehensive, sourced articles
  • Articles generated in seconds with tone options (Neutral, Concise, Analytical)

Results

  • Instant multi-topic news coverage on demand
  • All articles AI-written and sourced from the open web
  • Streamlined research and synthesis workflow
  • Transparent sourcing for reader trust
Try the demo
02
Media Technology

SYNQABL

An AI agent that automates music licensing, metadata tagging, and licensing workflows—cutting processing time by 80%.

Challenge

  • Manual music licensing process was time-consuming
  • Complex metadata tagging required extensive expertise
  • Inconsistent tagging quality across team members
  • Scaling the team wasn't economically viable

Solution

  • Built AI-powered music licensing agent using GPT-4
  • Integrated with existing music library systems via API
  • Created automated metadata tagging and classification
  • Delivered real-time licensing workflow automation

Results

  • 80% reduction in licensing processing time
  • Consistency increased from 65% to 98%
  • Team productivity increased by 400%
Try the demo
03
Matchmaking AI

SmartMatchAgent

A conversational matchmaking agent that turns natural-language intent into ranked matches with compatibility scoring.

Challenge

  • Matchmaking involves many variables that are hard to express in rigid forms
  • Users must manually search, filter, and compare candidates across multiple screens
  • Agencies rely on spreadsheets/CRMs and fragmented notes to track recommendations
  • Compatibility is interpreted manually without system guidance

Solution

  • Introduced a conversational interface for matchmaking requests in natural language
  • Parsed intent to interpret preferences, constraints, and compatibility signals
  • Generated dynamic match cards directly in the chat for faster review and action
  • Used conversational onboarding to build or refine profiles over time
  • Ranked matches with compatibility scores to guide introductions and next steps

Results

  • Faster discovery compared to manual browsing and profile comparison
  • Reduced onboarding friction via guided, conversation-based data collection
  • More consistent matching workflows for users and matchmaking agencies
  • Improved visibility and tracking across introductions and engagements
04
Retail Technology

AURA

Adaptive music for retail spaces that responds to crowd density and energy in real time to optimize atmosphere and dwell time.

Challenge

  • Shopping centres use static playlists that do not respond to real-time environmental conditions
  • Music is scheduled manually or via fixed playlists with no awareness of customer experience
  • Atmosphere may become overstimulating during busy periods or feel empty during quiet periods
  • No feedback loop between shopper behavior and the music environment

Solution

  • Built interactive dashboard simulating environmental conditions with adjustable sliders
  • Created real-time classification of space state (Calm, Social, Busy, Overstimulated)
  • Developed dynamic music recommendations based on crowd noise, density, and energy
  • Integrated Spotify-linked song recommendations with artwork and analytics
  • Delivered transparent, controllable rules-based decision engine for operators

Results

  • Improves customer comfort and overall shopping experience
  • Increases dwell time and likelihood of purchases
  • Enhances tenant performance and retail revenue potential
  • Provides operators with visibility and control over the environment
Try the demo
05
Productivity AI

Thyme

An AI-powered project management agent that prioritizes tasks, tracks dependencies, and answers project queries in natural language.

Challenge

  • Project managers struggling with complex task coordination
  • Existing tools lack intelligent prioritization
  • Difficulty tracking dependencies and deadlines
  • Need for proactive project insights

Solution

  • Created AI-powered project management agent
  • Built intelligent task prioritization and scheduling
  • Developed conversational interface for project queries
  • Integrated calendar, tasks, and team collaboration

Results

  • 70% higher visibility into project progress
  • Improved team coordination and visibility
  • 95% user satisfaction rating

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