Jev classifies. Your LLM generates. We wire it together
Jev by TypeSafe AI returns typed values with no hallucinations at $0.042 per million tokens. But it is not a plug-and-play product: it needs to be integrated into a pipeline with LLMs, your business logic and your systems. That is what we do.
Jev where it classifies. LLM where it generates
We design and deploy pipelines that combine Jev (classification, scoring, routing) with Claude or GPT-6 (text generation, reasoning) and your existing stack.
We assess whether Jev fits
Not every task needs Jev. If your pipeline already works well with an LLM and cost is not an issue, we will not recommend changing it. We evaluate the parts of the pipeline where Jev brings a real improvement: high-volume classification, scoring and routing.
We design the mixed pipeline
Jev for the classification and evaluation steps (cheap, fast). An LLM for the text generation steps (more expensive, only when needed). Your business logic connecting both.
We integrate with your stack
Jev has no SDK or predefined integrations: it is a pure API. We connect its API with your CRM, your ERP, your databases and your messaging systems.
We monitor and optimise
Dashboards for classification quality, per-step costs, latency and throughput. We review quarterly whether the architecture is still optimal.
Related resources
Does Jev fit your pipeline?
Tell us about your current pipeline and we will honestly tell you whether Jev brings a real improvement or whether your current architecture is already the right one.
Request a free assessmentTell us your challenge. We'll propose a solution.
No commitment. Within 24 hours, you'll receive a proposal with scope, timeline and budget. No fine print.