Autonomous
Workflows & Pipelines
Deploy multi-step LLM pipelines that autonomously monitor for data drift, fact-check claims against the Knowledge Graph, and push bi-directional patches directly into your production CMS and repositories.
Interactive Multi-Step DAG Engine
Select an enterprise workflow pattern to inspect how autonomous agents traverse each step, query the Knowledge Graph, evaluate policies, and publish patches.
Resolved drift on Webflow Pricing Page. Synced Enterprise Tier from $999/mo to $1,250/mo.
The Certainty & Update Gateway
WUF never blindly mutates production systems without policy validation. Adjust the certainty score below to watch the autonomous decision gateway adapt in real time.
Certainty exceeds 0.90 threshold. WUF automatically applies the bi-directional diff to the source CMS without human intervention.
Specialized Agent Personas
WUF Autonomous Flows deploy specialized AI agents that collaborate across deterministic pipelines rather than relying on a single, hallucination-prone prompt.
The Researcher
Queries internal databases, code diffs, and Slack conversations via MCP to collect raw ground truth and compute hashes.
The Fact Verifier
Cross-references all extracted claims against canonical knowledge facts. Attaches immutable evidence paragraph pointers.
The Technical Writer
Drafts comprehensive documentation, whitepapers, or release notes matching your enterprise voice and style guidelines.
The CMS Publisher
Dispatches verified artifacts to Webflow, WordPress, Ghost, or GitHub PRs according to organizational approval policies.
Declarative Pipeline Definition
Flows are defined as deterministic JSON schema specifications. Store them in git or dispatch them via the WUF REST API.
{
"$schema": "https://wuf.ai/schemas/flow-config-v2.json",
"flow_id": "flow_price-drift",
"name": "Weekly Price Drift & CMS Auto-Patch",
"config_schema_version": "2.4.0",
"schedule": {
"cron": "0 17 * * 5",
"timezone": "UTC",
"max_drift_tolerance_hours": 24
},
"policy": {
"auto_patch_threshold": 0.9,
"grace_period_days": 2,
"escalate_on_critical_sla": true,
"source_authority_ranking": [
"legal",
"product_spec",
"sales_marketing"
]
},
"pipeline_steps": [
{
"step_id": "step_1",
"operation": "Ingest Source of Truth",
"connector": "Stripe MCP + Salesforce Connector",
"timeout_seconds": 60,
"retry_policy": {
"max_attempts": 3,
"backoff_multiplier": 2
}
},
{
"step_id": "step_2",
"operation": "Crawl Public Marketing CMS",
"connector": "Webflow Headless API Connector",
"timeout_seconds": 60,
"retry_policy": {
"max_attempts": 3,
"backoff_multiplier": 2
}
},
{
"step_id": "step_3",
"operation": "Relation Cross-Reference",
"connector": "Knowledge Graph Consistency Engine",
"timeout_seconds": 60,
"retry_policy": {
"max_attempts": 3,
"backoff_multiplier": 2
}
},
{
"step_id": "step_4",
"operation": "Evaluate Update Policy",
"connector": "WUF Policy Engine (Org Rule #PR-102)",
"timeout_seconds": 60,
"retry_policy": {
"max_attempts": 3,
"backoff_multiplier": 2
}
},
{
"step_id": "step_5",
"operation": "Bi-Directional CMS Patch",
"connector": "Webflow Patch Dispatcher",
"timeout_seconds": 60,
"retry_policy": {
"max_attempts": 3,
"backoff_multiplier": 2
}
}
]
}How WUF Outperforms Legacy Automation
Traditional iPaaS tools move data blindly. WUF Autonomous Workflows understand, verify, and ground every byte against canonical truth.
| Capability | WUF Autonomous Flows | Legacy iPaaS (Zapier, Make) | Raw LangChain Scripts |
|---|---|---|---|
| Knowledge Graph Verification | Automatic fact-check before action | None (blind data piping) | Manual coding required |
| Drift Detection & Auto-Patching | Native Bi-directional Diff engine | Impossible | Fragile ad-hoc scrapers |
| Update Policy Gateway | Certainty scores (0.90 auto / 2-day grace) | Binary yes/no webhooks | Unregulated |
| Model Context Protocol (MCP) | Native Client with live tools | Proprietary closed connectors | Partial community adapters |
| State Persistence & Checkpoints | Immutable flow_step_runs | Ephemeral execution | Custom Redis/DB needed |
Automate The Truth.
Eliminate Silent Drift.
Give your autonomous content teams the power to research, draft, fact-check, and publish without human babysitting.