Wrong-answer risk
Evidence contracts make answer readiness explicit before final synthesis.
Generic chatbots let the model run the loop. Prodis lets the model interpret intent while your backend verifies plans, access, evidence, computation, and answer readiness.
A working assistant quickly. Correctness controls from day one.
Add the open-source host adapter, point Prodis at your existing API, and get a usable assistant without rewriting your service around an AI framework.
A Prodis assistant does not answer just because the model sounds confident. It answers when the runtime has verified the question, plan, permissions, evidence, computation, and final answer readiness.
The important difference is not whether an assistant can call tools. It is who owns control when production data, permissions, and answer correctness are on the line.
The difference is control. In a chatbot loop, the model owns too much of the runtime. In Prodis, the model proposes and the backend verifies.
Production assistants need more than fluent responses. They need access control, traceable evidence, deterministic computation, and clear refusal paths when the data is missing, ambiguous, or unauthorized.
Evidence contracts make answer readiness explicit before final synthesis.
API execution stays behind your application's existing authentication and permissions.
Every answer has a trail: plan, endpoint calls, evidence, computation, and synthesis.
The assistant fails closed when the request cannot be safely answered.
High-leverage primitives for teams building customer-facing and operator-facing assistants over production APIs.
Understand live APIs through framework adapters instead of brittle manual prompt inventories.
Capture request and response semantics in machine-usable contracts the planner can trust.
Reject invalid or unsupported plans before execution instead of repairing bad tool calls after the fact.
Make answer readiness explicit so the system knows when evidence is complete and when it is not.
Use controlled computation for rankings, grouping, and synthesis over API data instead of prompt-side guesswork.
Support reliable answers across customer and operator contexts without collapsing correctness into style.
Centralize contracts, runs, evidence, and policy in one service while keeping host APIs first-class.
Trace every answer at the most granular level so teams can spot mistakes, inspect derivation, and debug with confidence.
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