OpenClaw Agent Development — Custom AI Agents That Run Your Operations
Most AI tools answer questions. OpenClaw agents do work. They connect to your real systems, follow multi-step logic, and execute tasks end-to-end — without waiting for a human to click buttons.
What Is OpenClaw?
OpenClaw is an open-source agent framework built for production workloads. Unlike simple chatbot wrappers, OpenClaw agents can hold state, use tools, handle errors, and orchestrate multi-step workflows across your entire tool stack. Think of it as the operating system for your AI workers.
What We Build
Lead Qualification
An agent that monitors form submissions, enriches leads with public data, scores them against your ICP, and routes qualified leads to sales — all in under 60 seconds.
Customer Support Triage
An agent that reads incoming tickets, categorizes urgency, drafts responses for common issues, and escalates edge cases to the right team member.
Inventory & Reorder Management
An agent that tracks stock levels, predicts reorder points, generates POs, and notifies your operations team before anything runs out.
Data Pipeline Automation
An agent that extracts data from emails, PDFs, and spreadsheets, normalizes it, and pushes it into your database or dashboard — no human copy-paste required.
Custom Workflow Agent
Any multi-step process unique to your business. If a person currently follows a checklist across multiple tools, an OpenClaw agent can likely do it.
Development Process
Discovery & Scoping
- Map the target workflow end-to-end
- Identify inputs, outputs, tools, and edge cases
- Define success criteria and performance targets
Agent Architecture
- Design agent toolchain and memory strategy
- Select models and configure reasoning layers
- Define error-handling and fallback logic
Build & Test
- Develop the agent with full tool integrations
- Run against historical data and edge cases
- Iterate on accuracy, speed, and reliability
Deploy & Support
- Deploy to your infrastructure
- Monitor performance and refine over first 30 days
- Hand off documentation and training to your team
Technology Stack
| Component | Technology |
|---|---|
| Agent Framework | OpenClaw |
| Language Models | Claude, GPT-4o, Gemini, open-source |
| Tool Integrations | MCP servers, REST APIs, webhooks |
| Memory & State | Vector databases, Redis, PostgreSQL |
| Hosting | Your cloud (AWS, GCP, Azure) or managed |
| Monitoring | Custom dashboards, logging, alerting |
Investment
| Tier | Scope | Price (CAD) |
|---|---|---|
| Simple Agent | Single workflow, 2–3 tool integrations | $5,000 – $8,000 |
| Medium Agent | Multi-step workflow, 4–6 integrations, error handling | $8,000 – $15,000 |
| Complex Agent | Multi-agent orchestration, advanced logic, full monitoring | $15,000 – $30,000 |
Ready to Automate Your Operations?
Book a free 30-minute discovery call. We will map your workflow and scope what an OpenClaw agent could do for your business.