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

Tenant-scoped retrieval
Add retrieval and embeddings with explicit provider, tenant and usage boundaries.
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, agents, batch and playground share the same execution contract.
5
control surfaces
Core, chat, agents, batch and playground can be enabled independently.
0
provider lock-in
Model catalogue and adapters keep provider decisions at the edge.
Production AI you can inspect.
Explore the controls, workflows and product surfaces behind Codapult’s AI foundation.
Works with the model providers and coding agents your team already uses.