We build infrastructure for AI teams who take cost seriously.
Jimla is self-hosted, enterprise-grade, and built on the belief that you shouldn't have to choose between powerful AI tools and predictable costs.
The AI bill shouldn't be a black box.
Teams adopting AI tools — Claude Code, Cursor, Cline, custom agents — face a common problem: costs that are hard to see, hard to control, and hard to optimize. The providers don't tell you which team is spending what, or which requests could have been cheaper.
We built Jimla to sit between your tools and the upstream APIs. It captures everything, optimizes automatically, and gives you a real-time view of where the money goes.
It's self-hosted because your prompts contain your most sensitive work. Nothing is routed through our servers. Your data stays in your environment, always.
Self-hosted by default
Your prompts never touch our servers. Jimla runs in your infrastructure, your VPC, under your control.
Measurable, not aspirational
Every claim — 47% token reduction, 10× routing savings — comes from real logged data visible in the dashboard.
Built for teams, not demos
Per-team budgets, isolated caches, workload-aware tuning, audit logs. This is production infrastructure.
Gets better over time
The proxy learns your team's patterns and continuously improves its optimization strategy. No manual configuration.
A complete AI cost governance stack.
Not a single tool, but a full pipeline — from the API call to the finance report.
The proxy
Drop-in API gateway compatible with OpenAI and Anthropic. Zero rewrites in your application code.
The optimizer
Compression, caching, routing, and image optimization all running in parallel on every request.
The dashboard
Real-time spend per user, per team, per model. Savings projections. Quality signals. All in one place.
Continuous tuning
Proprietary optimization engine that learns your team's patterns and improves automatically, week over week.
Budget enforcement
Hard limits per team with graduated responses — tighten as limits approach, block at 100%. No surprises.
Audit & compliance
Every request logged. Upstream key encryption at rest. Admin access requires a separate credential.
Your data never leaves your infrastructure.
Jimla runs entirely within your environment. Prompts, responses, and API keys are never routed through our servers. Upstream credentials are encrypted at rest. Admin endpoints are access-controlled separately from team traffic. You own your data, completely.