AI Workflows

Pipelines that reason, route, and ship.

Compose language models, retrieval, transforms, and human review into workflows you can version, test, and monitor like code.

Overview

Where prompts grow up.

AI Workflows takes a scattered set of prompts and turns them into a reliable, observable pipeline — with types, tests, and rollbacks.

  • Node‑based editor with a Git‑friendly YAML source of truth
  • Automatic evaluations on every deploy
  • Parallel branches, map/reduce, and human review nodes
  • First‑class caching and streaming
Key capabilities

Everything you need to run AI Workflows in production.

Branch & merge

Fan out to specialists, reconcile with a reviewer node.

Traces & spans

OpenTelemetry traces on every run — drill into any step.

Eval on deploy

Golden datasets block a bad model swap before it ships.

Reusable blocks

Publish sub‑workflows and reuse them across the org.

Feature grid

Thoughtful features, not feature bloat.

Model router

Route to fast, cheap, or capable models based on the input.

Retrieval nodes

Vector, keyword, hybrid, and rerank — all first class.

Human‑in‑the‑loop

Pause for review, collect feedback, resume automatically.

Code sandbox

Run TypeScript with npm packages inside a workflow node.

Latency budgets

Set per‑step timeouts and see p95 on every deploy.

Private by default

Your data is never used to train foundation models.

See it in action

AI Workflows, at a glance.

A live‑looking preview of what your team gets on day one.

Workflow · doc‑extract v3
Ingest
Chunk
Embed
Retrieve
Rerank
Generate
Validate
Review
Return
p95 1.4s
Latency
98%
Eval pass
$0.004
Per run
Benefits

Results your CFO will love.

Faster iteration

Ship a change in a branch, evaluate, and merge — same day.

0
Silent regressions

Every deploy runs your evals before flipping traffic.

40%
Lower spend

Model router cuts cost without changing outputs.

Use cases

Where teams put AI Workflows to work.

Document processing

Extract, classify, and enrich contracts, invoices, and forms.

Search & Q&A

Retrieval, rerank, and answer — with sources, always.

Back‑office

Automate KYC, onboarding, and compliance reviews.

Integrations

Plays well with your stack.

Connects to the tools your team already uses.

OpenAIAnthropicGoogleMistralPineconePostgresS3Snowflake
FAQ

Common questions about AI Workflows.

Still curious? Talk to our team.

Buy credits · From $5

Give your team the calm, powerful workspace they deserve.

Join 24,000+ teams using Carto Catral to grow revenue without the busywork.