AI-Native Application Development
Enterprise OpenCLAW Automation
AI-native agentic workflow automation for the enterprise — standalone or layered on the Samvyo voice/video gateway to trigger, orchestrate, and resolve enterprise processes from live conversations.
Core Capabilities
- Agentic workflow orchestration with multi-step LLM reasoning
- Real-time voice/video conversation workflow triggers
- Native integration with Samvyo AI gateway
- Standalone mode: REST / webhook / event stream ingestion
- Tool-use agents with enterprise system connectors
- Human-in-the-loop escalation with full context preservation
- Full on-premise deployment for regulated industries
How It Works
Event Ingestion & Intent Classification
Events arrive from voice commands (via Samvyo gateway), webhook triggers, scheduled jobs, or user inputs. An LLM classifies the intent and routes to the appropriate workflow agent.
Multi-Step Agent Execution
The workflow agent reasons through the required steps, queries connected enterprise systems, executes actions (create record, update status, send notification), and handles exceptions with configurable retry and escalation logic.
Audit, Monitoring & Human Escalation
Every agent action is logged with full decision context. Confidence-gated checkpoints can require human approval before irreversible steps. The observability dashboard shows workflow success rates, latency, and common failure patterns.
What We Build
Standalone OpenCLAW
Independent automation platform ingesting events from webhooks, message queues, scheduled triggers, or user-facing interfaces. No Samvyo dependency required.
OpenCLAW on Samvyo Gateway
Deployed as the automation layer above the Samvyo voice/video gateway. Spoken instructions during a call automatically trigger structured enterprise workflows.
Hybrid Mode
OpenCLAW handles voice-triggered flows via Samvyo while simultaneously processing background system events — unified orchestration across all automation surfaces.
Enterprise Connectors
Pre-built integrations with Salesforce, SAP, ServiceNow, Jira, Workday, and custom REST/SOAP APIs. Agents read, write, and act across connected systems.
Configurable LLM Backbone
GPT-4o, Claude, or on-premise Llama3/Mistral as the reasoning engine. Domain-specific prompting and RAG grounding per workflow type.
Full Observability
Real-time audit trail, per-step decision logging, success/failure analytics, and SLA monitoring per workflow class.
CentEdge vs The Alternative
Traditional RPA (UiPath, Automation Anywhere)
- Brittle screen-scraping breaks on UI changes
- No natural language understanding — rule-only
- Cannot handle unstructured inputs (voice, documents)
- Expensive per-bot licensing at enterprise scale
- No voice/video trigger integration
CentEdge OpenCLAW
- API-first integrations — robust to UI changes
- LLM reasoning handles unstructured and ambiguous inputs
- Voice, video, chat, and webhook triggers all supported
- One-time build cost, no per-bot licensing
- Native Samvyo voice gateway integration built-in
Who This Is For
- BFSI: Loan Approval & KYC Flows
- Healthcare: Patient Intake Automation
- ITSM: Incident-to-Ticket Automation
- HR: Onboarding Orchestration
- Sales: Voice-Triggered CRM Updates
- Manufacturing: Field Service Workflows
- Legal: Contract Review Pipelines
- Enterprises with Complex ERP/CRM Stacks
Technology Stack
LLM Agents (GPT-4o / Claude / Llama3)
LangGraph / CrewAI
RAG / pgvector
Samvyo Voice Gateway
WebSocket / SSE
Salesforce / SAP / ServiceNow APIs
FastAPI / Node.js
Redis Streams
PostgreSQL
Docker / K8s
Frequently Asked Questions
What enterprise systems can OpenCLAW connect to?
OpenCLAW includes pre-built connectors for Salesforce, SAP S/4HANA, ServiceNow, Jira, Workday, Microsoft Dynamics, and HubSpot. Any system with a REST or SOAP API can be connected via a configurable connector — including internal legacy systems with API wrappers. Database-direct connectors for PostgreSQL, MySQL, and Oracle are also available for systems without REST APIs.
How is OpenCLAW different from RPA tools like UiPath?
RPA tools like UiPath rely on screen-scraping and fixed rule sequences — they break when UIs change and cannot handle ambiguous or unstructured inputs. OpenCLAW uses API-first integrations (robust to UI changes) and LLM reasoning (handles ambiguity, natural language, and unstructured inputs like voice commands or document extracts). OpenCLAW can also adapt its approach mid-workflow based on intermediate results, which RPA cannot.
What happens if an AI agent makes a mistake?
OpenCLAW includes confidence-gated checkpoints — if the agent's confidence in a proposed action falls below a configurable threshold, it pauses and requests human approval before proceeding. All actions are logged with full decision context, making auditing straightforward. Irreversible actions (financial transactions, record deletions) always require human confirmation regardless of confidence level. Rollback mechanisms are built in for reversible workflows.
Do I need to use Samvyo to use OpenCLAW?
No. OpenCLAW is fully functional as a standalone enterprise automation platform without Samvyo. The Samvyo integration is an optional enhancement that adds voice and video trigger capability — allowing spoken instructions in a meeting or call to fire structured workflows. If you have an existing video or telephony platform, CentEdge can build a custom integration layer to connect it to OpenCLAW.
How are agent workflows defined and customised?
Workflows are defined using a combination of natural language system prompts, structured YAML workflow specifications, and tool definitions that describe available API actions. Non-technical business analysts can define new workflows via a configuration interface. Developers have access to the full workflow API for complex custom logic. CentEdge provides workflow templates for common enterprise patterns as a starting point.
GET IN TOUCH
Let’s Build This
Together
Tell us about your project and we’ll return with an architecture overview and engagement proposal within 48 hours.
- hello@centedge.io
- +91 6362 814071
- T-Hub, Hyderabad, India