# AI agents, carrying the work. > Agentic workflows run your hand-offs end to end: an AI agent reads the input, acts across your tools, verifies its output, and escalates only exceptions. An agentic workflow is a process where an AI agent, not a person, carries the work between your systems. The agent perceives what changed (a new lead, an inbound document, an order), decides what to do next based on rules and context you define, acts across your tools through their APIs, and verifies its own output before moving on. Verified output feeds the next cycle, and the loop runs until the work is done. Classic automation follows a fixed script and breaks the moment reality deviates from it. An agentic workflow works toward an outcome: it reads unstructured input, handles variations, retries when something fails, and escalates to a person only when it is genuinely stuck. [Book Free Call](https://calendar.app.google/QTaGVNQLgWooXE5x8) [Get a quote](https://automatics.dev/quote/) PERCEIVE DECIDE ACT VERIFY HUMAN verifies output the agents run the loop; a human at the center verifies output quality instead of doing the work by hand HUMAN verifies output PERCEIVE DECIDE ACT VERIFY the agents run the loop; a human at the center verifies output quality instead of doing the work by hand ## How it works in practice 01 ### Trigger A lead lands, a document arrives, an order changes status. The workflow starts itself: nobody presses a button. 02 ### Understand The agent reads the input (email, PDF, CRM record) and extracts what matters: who, what, how urgent, which account. 03 ### Act across tools It updates the CRM, drafts the reply, creates the invoice, schedules the follow-up, through the same APIs your team uses. 04 ### Verify Before anything ships, output is checked against your rules: does the invoice match the order, does the reply answer the question. Failures loop back. 05 ### Escalate exceptions Anything ambiguous or high-stakes goes to a person with full context attached. Your team handles the exceptions, the system carries the rest. ## Where do the hours leak? ### Copy-paste as a job The same data moved between tools by hand, every day. ### Chasing by email Documents and answers hunted across inboxes, one follow-up at a time. ### Silent failures A workflow errors at 2am and you find out from a customer. ### Hiring to keep up Volume grows and the answer is another person doing repetitive work. ## Automate once. Absorb the volume. The system carries the repetitive load, exceptions go to a person, and growth stops meaning headcount. ![Fiber strands carrying signal, one lit path per run](https://automatics.dev/assets/images/flow-signals-1600.jpg) ## The tools behind it Built on models and infrastructure proven in production, plugged into the stack you already run. ![Claude Code logo](https://automatics.dev/assets/techLogos/claude.svg) Claude Code ![AWS logo](https://automatics.dev/assets/techLogos/aws.svg) AWS ![OpenAI logo](https://automatics.dev/assets/techLogos/openai.svg) OpenAI ![LangChain logo](https://automatics.dev/assets/techLogos/langchain.svg) LangChain ![HuggingFace logo](https://automatics.dev/assets/techLogos/huggingface.svg) HuggingFace ![PostgreSQL logo](https://automatics.dev/assets/techLogos/postgresql.svg) PostgreSQL ![Redis logo](https://automatics.dev/assets/techLogos/redis.svg) Redis ![Claude Code logo](https://automatics.dev/assets/techLogos/claude.svg) Claude Code ![AWS logo](https://automatics.dev/assets/techLogos/aws.svg) AWS ![OpenAI logo](https://automatics.dev/assets/techLogos/openai.svg) OpenAI ![LangChain logo](https://automatics.dev/assets/techLogos/langchain.svg) LangChain ![HuggingFace logo](https://automatics.dev/assets/techLogos/huggingface.svg) HuggingFace ![PostgreSQL logo](https://automatics.dev/assets/techLogos/postgresql.svg) PostgreSQL ![Redis logo](https://automatics.dev/assets/techLogos/redis.svg) Redis ![Claude Code logo](https://automatics.dev/assets/techLogos/claude.svg) Claude Code ![AWS logo](https://automatics.dev/assets/techLogos/aws.svg) AWS ![OpenAI logo](https://automatics.dev/assets/techLogos/openai.svg) OpenAI ![LangChain logo](https://automatics.dev/assets/techLogos/langchain.svg) LangChain ![HuggingFace logo](https://automatics.dev/assets/techLogos/huggingface.svg) HuggingFace ![PostgreSQL logo](https://automatics.dev/assets/techLogos/postgresql.svg) PostgreSQL ![Redis logo](https://automatics.dev/assets/techLogos/redis.svg) Redis ![Claude Code logo](https://automatics.dev/assets/techLogos/claude.svg) Claude Code ![AWS logo](https://automatics.dev/assets/techLogos/aws.svg) AWS ![OpenAI logo](https://automatics.dev/assets/techLogos/openai.svg) OpenAI ![LangChain logo](https://automatics.dev/assets/techLogos/langchain.svg) LangChain ![HuggingFace logo](https://automatics.dev/assets/techLogos/huggingface.svg) HuggingFace ![PostgreSQL logo](https://automatics.dev/assets/techLogos/postgresql.svg) PostgreSQL ![Redis logo](https://automatics.dev/assets/techLogos/redis.svg) Redis ## See what an agent could carry for you. Book Free Call, or write to us about the workflow you want off your team's plate. [Book Free Call](https://calendar.app.google/QTaGVNQLgWooXE5x8) [Get a quote](https://automatics.dev/quote/) --- Markdown version of https://automatics.dev/solutions/agentic-workflows/ Agent guide: https://automatics.dev/llms.txt ยท Sitemap: https://automatics.dev/sitemap.xml