[ Free and independent ]
Your one stop
for everything Jev.
Keep up with all things Jev: what it is, what people are building with it, its use cases and much more.
[ Example: one email ]
[ Input ]
From Dana Lee · dana@acme.io
Invoice #4471 charged twice
Jev
3 questions, one request
[ Decision ]
What kind of email is this?
- Needs reply91%
- Updates5%
- Newsletter3%
- Spam1%
- Cost
- ≈ 2.4¢ per 1,000 emails
- Speed
- 70–500 ms per request
- Output
- Typed decisions with confidence
- Limits
- No text generation, by design
[ Use cases ]
Start with your problem.
Can Jev do it, and for how much?
Each page covers one workload: whether Jev fits, the questions to ask, what it costs and how to get started.
Can Jev score and route inbound leads?
Rank inbound leads by fit and intent before a human looks at them.
Can Jev triage an inbox?
Sort mail into categories, rate urgency and flag what needs a reply.
Can Jev route support tickets to the right team?
Send each ticket to the right queue and flag frustrated customers.
Can Jev moderate user content and catch prompt injection?
Flag spam, abuse and prompt injection before content goes live.
Can Jev filter papers, articles and news for relevance?
Surface only the papers and headlines that match what you care about.
Can Jev classify keywords by search intent?
Label keyword lists by intent and relevance, at any volume.
[ How it works ]
Three question types.
Every answer comes with a probability.
Jev doesn't generate text. It evaluates your input against the questions you define and returns typed answers with calibrated probabilities.
Fig.1 · Choice
Choice: one option from a list
Route a ticket, label an email, pick the next action. You define the options.
Fig.2 · Score
Score: a position on a scale
Urgency, lead fit, quality. Anything with a natural order from low to high.
Fig.3 · Noul
Noul: a yes/no probability
Is it spam? Does it need a human? Built for gates and flags.
[ Costs ]
What it actually costs.
Real workloads, real bills.
Published runs and what they cost, as reported by the people who ran them.
3¢
to triage 1,000 emails
Reported by Syed Fazle Rahman
9¢
to score 700 leads
Reported by Romàn
8¢
to classify 1,018 research papers
Reported by Hassan El Mghari
An inbox receiving 200 emails a day costs about 15¢ a month to triage with Jev, at list price.
Work out your cost[ Limits ]
Where Jev doesn't fit.
Know when not to use it.
Jev returns choices, scores and probabilities, never prose. The common pattern is to let Jev triage everything and route only the items that need writing to a slower, pricier language model.
- Writing replies, summaries or any generated text
- Explaining its reasoning
- Coding, planning or multi-step reasoning
- Images, audio or video