AI agents that connect business knowledge, tools, APIs, and approval rules into one reliable workflow.

This service is for startups, SaaS teams, agencies, and growing businesses that need more than a chatbot. The system can retrieve relevant context, reason across business rules, generate structured recommendations, request human approval, and execute actions through connected platforms.

• Lead qualification and CRM updates • Internal operations copilots • Customer-support automation • Research and reporting workflows • Document intake and processing • Task routing and follow-up automation • Knowledge retrieval and decision support • Multi-step workflows across business tools

• Workflow discovery and system architecture • AI agent logic and prompt orchestration • RAG and business-context retrieval • Structured outputs and decision rules • CRM, database, and third-party API integrations • Human approval and escalation stages • Workflow state and memory management • Logging, retries, fallback handling, and monitoring • FastAPI, n8n, or custom backend orchestration • Testing, deployment, and technical handoff

Map the current workflow, users, data, and business rules

Define where AI should recommend, decide, or take action

Identify integrations, approval points, and failure conditions

Build one focused first version of the workflow

Test outputs, tool execution, recovery, and edge cases

Prepare the system for deployment and future expansion

I normally begin with one high-value workflow so the reasoning, integrations, and controls can be validated before the system grows.

• A description of the workflow or process • Current tools, APIs, and data sources • Required outputs, decisions, or actions • Business rules and approval requirements • Existing documentation or process maps • Preferred deployment environment, where applicable

Final scope and pricing depend on workflow complexity, integrations, data access, and deployment requirements.