Build AI into your SaaS
Codapult gives your product one production path for chat, agents, tools, retrieval, guardrails, model routing and usage-aware operations.
One gateway · Provider control · Production metering
ai-request.trace
One execution path
Request
Chat, agents and background jobs start from the same typed gateway instead of separate provider calls scattered through the app.
One execution path
Start with a chat response. Grow into agents, tools, retrieval and asynchronous work without creating a second AI architecture for every feature.
Ship responsive AI experiences with persisted conversations and one gateway.
Let models call product logic through typed, permission-aware tools.
Bring tenant-scoped knowledge into requests when retrieval is enabled.
Keep validation, authorization and policy checks inside every execution path.
See tokens, cost, latency and organization usage before surprises reach production.
Compare prompts and models, then move repeatable work into asynchronous jobs.
AI inside the product
The dashboard gives your team a real surface to configure prompts, agents, models, guardrails and usage — while the gateway keeps runtime behavior consistent.
Model catalogue with explicit IDs
Organization-aware quotas and metering
Playground before production release

Safe context, deliberate defaults
Enable retrieval when your product is ready. Index by organization, enforce admin permissions and keep embedding cost visible instead of turning context into a blind spot.
RAG stays off until you configure the providers and enable it.
Documents and search results stay inside the active organization.
Limits for documents, chunks, scores and batches remain explicit.
1
Gateway
Chat, Agenten, Batch und Playground verwenden denselben Ausführungsvertrag.
5
Kontrollflächen
Core, Chat, Agenten, Batch und Playground lassen sich unabhängig aktivieren.
0
Provider-Bindung
Modellkatalog und Adapter halten Provider-Entscheidungen am Rand.
Build AI into a system you still control.
Inspect the gateway, flags and implementation in the docs.
Works with the model providers and coding agents your team already uses.