Case Study: Takara AI
Executive Brief
Half Your Cloud Costs With Automation
Corithos is for enterprises who want to optimise their backend code without code rewrites or workflow disruption
The Problem
Modern web development prioritizes rapid iteration, often at the cost of efficiency and performance. Takara AI's tldr.takara.ai application, serving over 1,000 daily active users, experienced:
- High server-side latency exceeding 4 seconds on critical routes
- Excessive compute usage on the most used routes
Results at a glance
Results compare baseline to Corithos optimised deployments
Compute Use Reduction
The Corithos optimised deployment reduced route-specific memory usage by an average 88.4% compared to baseline. Translating directly to reduced cloud costs.
The most used route api/paper
had memory usage reduced by 90%


Response Time Reduction
The Corithos optimised deployment reduced route-specific response time by an average 36% compared to baseline.
The highest latency route, /api/og
, had already received target manual optimisation. The Corithos optimised deployment was able to reduce latency by a further 58% compared to baseline, despite preexisting manual optimisation.
Business Outcomes
- Indicative savings of more than 50% on applicable workloads
- Lower latency improving engagement and user experience while reducing timeouts
- Same budget, more headroom for growth and innovation
Estimate Your Savings
Book a 15 minute demo to estimate your savings and learn about the Enterprise Design Partnership program or join the waitlist to be notified when Corithos is publicly available.
Limited Design Partnerships Available. Closes 10th October.
What you'll get from a demo
- A review of your workload and estimated savings range
- An overview of the Enterprise Design Partnership program and whether you qualify
- Clear next steps and timeline
- An opportunity to ask questions and get answers
What Corithos Does
Corithos is a hosting platform that optimises your code pre-deployment. It analyses server-side routes and dependencies, then emits optimised server artefacts that are deployed to the cloud.
Corithos requires no code rewrites, no workflow changes, and delivers immediate impact with lower latency and resource use from the next release.
Compatibility
This case study presents Corithos used on a Next.js project. Alongside Next.js, Corithos is compatible with:
- All major JavaScript frameworks
- AWS Lambda
- Serverless functions
If Corithos is not yet compatible with your framework, we will tailor a solution to your needs with our Enterprise Design Partnership program. To lean more contact us
Get the Full Whitepaper
Download the full case study white paper including methodology, detailed metrics, route-specific improvements, and implications for enterprise cloud optimisation.
Takara AI Case Study
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