Orchestration
Compose multi-agent workflows with graph-based routing, conditional branching, parallel execution, and retry logic.
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Autonomous Agent Platform
Ship AI agents that actually run in production
Diaflow is the autonomous agent platform for engineering and ops teams. Orchestrate multi-step agents, wire tool calls, and monitor every run — without stitching together five open-source libraries.
Trusted by engineering teams at
Vertech Payments
Nexalogic
Orionstack
and more
10,000+ agent runs per month on Diaflow
One platform. Four capabilities.
Everything production agent systems need — observability, memory, orchestration, and integrations — in a single coherent platform.
Memory
Long-context retrieval, vector store integration, and session state — built for multi-turn agents that need to remember.
Learn moreTool Calling
80+ pre-built connectors for APIs, databases, and SaaS tools. Extend with your own tools via the Python or Node SDK.
Learn moreObservability
Trace every LLM call, tool invocation, and agent decision. Debug any run step-by-step with the visual timeline.
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Python SDK
Build in code. Run in production. Debug in seconds.
Diaflow's Python SDK gives you full control over agent topology. The visual debugger replays any run step-by-step — token counts, tool calls, latency per hop.
support_agent.py
from diaflow import Agent, Tool, Memory
agent = Agent(
name="support-triage",
llm="gpt-4o",
memory=Memory(backend="pinecone"),
tools=[
Tool("lookup_ticket"),
Tool("search_knowledge_base"),
Tool("escalate_to_human"),
]
)
# Deploy and observe every run
result = agent.run(ticket_id="TKT-4821")
trace = result.trace # full step traceWhat teams build on Diaflow
From customer support to DevOps incident response — agents running reliably in production.
Autonomous Customer Support Agents
Agents that triage, route, research, and resolve — escalating only when they need a human. A Singapore-based fintech team cut first-response time by 60% using Diaflow support agents.
Classify and route tickets automatically
Search knowledge base + CRM in parallel
Draft responses with LLM reasoning
Smart escalation with full context handoff
Live agent trace
Ticket received — severity: medium
Tool: search_knowledge_base → 3 results
LLM: drafting response...
Resolved — 340ms total
AI-Powered Data Pipelines
Agents that ingest, clean, enrich, and route data — with LLM reasoning at every step. An analytics team at a logistics company automated 80% of weekly report generation.
Ingest from APIs, databases, and files
LLM-powered data enrichment at each hop
Deduplication and schema validation
Webhook or database output routing
Pipeline run
Ingested 1,240 records from API
LLM enrichment: 1,180 classified
Dedup: 60 duplicates removed
Routed to PostgreSQL — 4.1s
DevOps & Incident Response Agents
Agents that monitor alerts, diagnose incidents, open tickets, and page the right on-call — autonomously. A platform team reduced MTTR by 40% with Diaflow.
Ingest alerts from PagerDuty, Datadog, or any webhook
Read logs and metrics to diagnose root cause
Create Jira tickets with full context
Page the right on-call with an AI summary
Incident P1
PagerDuty alert: high latency p99
Agent reads Datadog metrics + logs
Jira ticket created: INC-2041
On-call paged with AI summary
Research & Synthesis Agents
Multi-step agents that search, read, summarize, and produce structured reports at ops scale. An investment research team processes 200+ documents per week through Diaflow.
Ingest documents, PDFs, and URLs
Vector search for relevant chunks
LLM summarization and cross-referencing
Structured report output to any format
Research run
Queue: 14 documents to process
Vector search: 340 relevant chunks
LLM summarization: 14 summaries
Report generated — 2.8s
Connects to your stack
OpenAI, Anthropic, Gemini, Mistral, Pinecone, Weaviate, PostgreSQL, Slack, GitHub, Jira, and 70+ more.
OpenAI
Anthropic
Gemini
Mistral
Pinecone
Weaviate
PostgreSQL
Slack
GitHub
Jira
MongoDB
Redis
Webhooks
AWS S3
70+ more
Start free. Scale when you need to.
No credit card required for Starter tier.
Free
Starter
$49/mo
Builder
$199/mo
Pro
Ready to deploy your first autonomous agent?
Join engineering and ops teams shipping agents in production with Diaflow.