Service pitch
Jev implementation
Integrate TypeSafe AI’s Jev into routing, classification and evaluation. The result feeds a defined branch in your application or agent harness.
Jev Decision Integration
For teams choosing a model, classifying requests, reviewing agent output or deciding when a workflow needs escalation.
A tested Jev integration for a specific decision in your system.
What you receive
- A defined decision schema and representative test examples
- Jev API or supported LangChain integration in the application or harness
- Thresholds, routing branches and fallback behavior
- Evaluation results and documentation for maintaining the integration
What the engagement can include
Model and task routing
Classify an incoming task and use the result to select the next model, worker or workflow branch.
Classification and prioritization
Turn context into typed decisions your software can act on, such as request category, priority or whether a review is needed.
Agent evaluation
Apply defined criteria to agent output or traces. Compare the decisions with reviewed examples before using the results to control a workflow.
Thresholds and fallback
Define how confidence affects the next action and what happens when the result is uncertain or the provider is unavailable.
Ways to work together
Jev decision integration
One defined decision, its application connection and a representative evaluation set.
Delivery and handover
- Choose the decision and define the possible results.
- Prepare examples and review the expected decisions.
- Connect Jev and implement thresholds and fallback paths.
- Evaluate the integration and document the operating tradeoffs.
What we need to begin
Representative inputs, expected decisions, application access and a TypeSafe AI account with the required access.
Scope and terms
Jev returns structured decisions rather than generated text or media. We measure suitability on your examples; vendor speed and cost claims are not a project guarantee.
Optional care and improvement retainers are scoped separately. The final proposal confirms deliverables, review rounds, price, timeline and third-party costs.
Tell us what you
want to build.
Bring your current site or product, what needs to change, and your target date. We will put the proposed scope, milestones and price in writing.