Case Studies

Real Results from
Real Operations

See how Singapore businesses transformed their workflows with Flame Source. Every project here was delivered in roughly one month through close, iterative collaboration.

AI resume screening dashboard Recruitment

AI Resume Screening for a Singapore Recruitment Consultancy

A traditional recruiter in Singapore spends roughly 80% of their working hours sourcing and screening resumes — at ~SGD 30/hr, that is over SGD 960 per week on work that never touches a candidate. We replaced that entire layer with an AI pipeline built on Brave Search API and Claude, bringing the per-resume screening cost down to about SGD 0.01. Consultants now spend their time where it actually matters: talking to people.

80%
of recruiter time freed up
~SGD 0.01
per resume vs SGD 30/hr human
Voucher processing workflow dashboard Voucher Ops · Workflow Automation

Cross-Platform Voucher Automation for UFriendMedia

UFriendMedia manages vouchers across multiple platforms every week — different formats, different currencies, different rules. That used to consume an entire week of manual work, every week. We didn't plug an LLM into their accounting software — financial systems can't tolerate that kind of non-determinism. Instead, we built custom AI-powered workflows that can be spun up, tested, and shipped in hours. Format conversion, currency handling, and platform-specific rules are now configured per workflow, not hardcoded per developer. This level of operational agility used to be reserved for enterprises with dedicated engineering teams. AI makes it accessible to any SME.

1 week → hours
weekly voucher processing
0 devs
needed to ship a new workflow
AR glasses for multilingual restaurant staff F&B · AR Smart Glasses

AR Glasses and AI Training for Multilingual Restaurant Staff

We deployed AR smart glasses that give Burmese service staff real-time subtitles for nuanced customer requests — “less oil”, “crispier”, “no chili”. An AI teacher app lets staff practise real phrases during breaks, turning the glasses from a dependency into a safety net.

~0
modifier-related wrong orders after deployment
AI sales coaching system Sales · AI Coach

Real-Time AI Coaching for Customer-Facing Sales Teams

We built a real-time AI coaching system using speech-to-text during live customer conversations. Deployed across a creative services studio, a study-abroad consultancy, and hair salons. New staff also get an AI practice partner to rehearse conversations before going live.

Days, not months
for new staff to handle live customer conversations
Music arrangement acceleration Music Production

Arrangement and Instrumentation Acceleration for an Emerging Artist

We helped an emerging Singapore musician — mentored by award-winning local producers — accelerate the arrangement and instrumentation process. The creative direction stayed entirely with the artist; the repetitive production work moved dramatically faster.

Weeks → days
arrangement turnaround per track