# Automate any Process Visually The operating system for building, deploying, and governing production-grade AI agents ## From idea to production - on one OS Build, ground, test, deploy, and improve AI agents without stitching together a fragmented stack. ### 1. Define Your Agent LLM, instructions, knowledge, tools, guardrails - set your agent's identity on the canvas. ### 2. Expand Capabilities Flip the toggles that matter - memory, citations, voice, reflection, file uploads, browser. ### 3. Test & Refine Run test datasets, inspect evaluation scores, preview every version before promoting it. ### 4. Deploy & Monitor Publish to API, webhook, embed, or A2A. Watch run history in real time. Export data. ### 5. Iterate & Scale Continuous evaluation catches regressions. Version control owns every release. Sub-agents scale infinitely. ## Your entire process, drawn on one screen. The Workflow Builder canvas is where complexity becomes clarity. Every node is a step, every line is a decision. You see the whole automation at a glance - and change it just as fast. đŸŽ¯ **Visual building** Map the full workflow on one canvas so logic, branching, and dependencies stay visible as automation grows more complex. ⚡ **Fast iteration** Test step by step, inspect outputs beside each node, and refine flows without rerunning the entire workflow every time. 🔗 **Built to connect** Use pre-built integrations, HTTP requests, and reusable credentials to connect the tools, data, and systems your workflow depends on. 🤖 **Agentic execution** Add AI-powered steps anywhere in the flow so workflows can reason, generate, classify, summarize, and take action as part of the process. 🔀 **Flow control** Route, merge, loop, filter, and transform data so workflows can handle real-world branching, exceptions, and operational complexity. ## Every tool your workflow will ever need. Stop building connectors from scratch. Pick from a library of pre-built nodes across 25+ categories - and wire them into your flow in seconds. 🤖 **AI & Reasoning** Run LLM calls, generate embeddings, translate content, create images, and execute Python - the building blocks of intelligent automation. 📡 **Collaboration** Send and fetch emails from Gmail & Outlook, post to Slack, check calendars, schedule meetings, and handle voice call workflows end-to-end. 🗂ī¸ **Data & Files** Convert audio to text, extract content from PDFs and documents, transform JSON, generate artifacts, and move data between formats effortlessly. 📋 **CRM & ERP** Create contacts, update deals, and sync records across HubSpot, Salesflare, Close, Copper, Insightly, and more - without leaving your workflow. 🗄ī¸ **Databases** Query, insert, and update records in MongoDB Atlas and Databricks directly from any step - no separate data pipeline needed. 🛒 **Enterprise Platforms** Automate order management, fulfillment tracking, and customer operations with AppDirect and USPS integrations built right in. ## Every node is smarter than it looks. Execution rules, guardrails, retry logic, and error handling - baked into every single node. Not bolted on afterward. 🔄 **Foreach Loops** Run any node over a list automatically. Process a hundred records the same way you'd process one. No extra code. ⚡ **Trigger Rules & Conditions** Define exactly when a node runs. Set conditions on upstream outputs - skip steps that aren't needed, branch into parallel paths. 🛡ī¸ **Guardrails** Attach validators to any LLM node. Block toxic outputs, enforce format, and keep your workflows safe before results leave the step. ↩ī¸ **Retry on Failure** Toggle automatic retries per node. Set limits, define backoff - your workflows keep running even when third-party APIs hiccup. 🔴 **Error Handling** Choose what happens when a node fails: stop the workflow, continue with error, use a fallback value, or fail only that branch. đŸ”Ŧ **Scale & Burst** Click any node to see exactly what happened on its last execution. Inputs, outputs, latency, errors - full transparency, no guessing. ## Deploy AI agents anywhere - Zero compromise. Expose agents through APIs, webhooks, embedded widgets, MCP, and future interfaces – without changing how they run. 🔌 **REST API** Direct integration, full control POST/chat/send Send message GET/chat/reply Poll reply GET/conversation/{id} Full thread ```bash curl -X POST "https://api.simplai.ai/chat" \ -H "Authorization: Bearer $API_KEY" \ -d '{"message":"Hello","agent_id":"AGT_x"}' ``` 🔗 **Webhooks** Push-based, no polling SimplAI pushes results to your HTTPS endpoint the moment a run completes. No polling loops. No missed events. ```json // Payload hits your URL instantly {"event": "run_complete", "agent_id": "AGT_abc", "run_id": "RUN_xyz", "output": "Your answer...", "latency_ms": 1240 } ``` 🔒 **Embed Widget** One script tag. Any website. ```html ``` 🤝 **MCP & A2A** Enable seamless communication between agents using MCP and A2A protocols. Receive, delegate, and orchestrate tasks across AI agents with standardized, discoverable interfaces. ## Every conversation. Every run. Fully visible. Trace every interaction end to end including latency, cost, tool calls, and decision flow – so you can debug faster, optimize performance, and understand exactly how your agent behaved in production. ⚡ **Performance Metrics** Avg latency, cost per run, tool call time, steps taken, context utilization, prompt and completion token counts - all at a glance. 🔍 **Deep run inspection** Click any run to see the full conversation trace - inputs, outputs, tool calls, timestamps, and which version ran it. 📊 **Filter and export** Filter by status, user, or date range. Download your entire run history for offline analysis, compliance audits, or reporting. ## Test it before the world does. Two quality layers, working together. Test Datasets let you run structured evaluations before launch. Evaluate runs continuously after - catching regressions before your users do. ✏ī¸ **Test Datasets - pre-launch** Run your agent against a curated dataset. Use AI to generate test cases, set evaluator criteria (accuracy, structure, completeness), and measure before you ship. 📈 **Evaluate - continuous quality** Point the evaluator at past or future conversations. Get average, min, and max scores across thousands of traces - automatically. đŸ”Ŧ **Custom evaluators** Build scoring criteria specific to your use case - tone, policy compliance, factual accuracy. Your domain, your rubric. ## Every release, under your control. Label, preview, promote, and roll back any agent release with confidence – without losing visibility over what changed, when, and why. 📤 **Publish with confidence** Give every release a name and changelog. Your team knows exactly what changed and when. âĒ **Instant rollback** Promote any previous version to production in one click. Production incident? Fixed in under 30 seconds. 👁 **Preview before you publish** Chat live with any version before setting it as latest. Ship what you've tested - not what you hope works. ## Your next agent starts right now. The canvas is waiting. The features are ready. All that's missing is the idea you've been sitting on. ## Trusted by Industry Leaders SimplAI has fundamentally changed how we approach AI adoption inside the organization. Instead of running isolated experiments with different models and tools, we now have a unified platform to build, orchestrate, and govern AI agents across multiple business workflows. What stood out for us was the platform's ability to handle enterprise requirements - security, governance, and observability - while still allowing teams to rapidly prototype and deploy AI solutions. SimplAI helped us move from fragmented AI initiatives to a scalable AI operating model. ### FAQ ## Frequently Asked Questions What is SimplAI Workflow Builder and how does it automate business processes visually? SimplAI Workflow Builder is a no-code visual platform that lets enterprises design and deploy AI-powered workflows using drag-and-drop nodes — without writing code. It covers everything from loan processing and claims handling to customer service automation, making it practical for teams worldwide who need reliable production workflows fast. Can I test workflows before deploying them to production in SimplAI? Where can I deploy SimplAI workflows — cloud, on-premise, or private cloud? How does SimplAI track and monitor workflow performance in real-time? Can SimplAI Workflow Builder integrate with APIs, databases, and third-party tools?