AI Building & Automation
Bespoke AI Building & Enterprise Workflow Automation
Custom agents, conversational commerce over WhatsApp, and orchestration layers that remove manual work from revenue and operations processes.
Key Solutions
Automation That Runs in Production
Custom AI Agents & Copilots
LLM-powered internal assistants, support agents and retrieval systems grounded in your own data.
WhatsApp Business Automation
Lead generation, catalog journeys, payment flows and nurture campaigns over the WhatsApp Business API.
Workflow Orchestration
Webhooks, n8n, Make and proprietary middleware connecting disparate enterprise systems.
Automated Data Extraction
Document, invoice and email parsing pipelines that write structured records into your systems.
Direct Answer
How does Vironaq implement custom AI and WhatsApp automation?
Delivery follows four steps: audit current workflows and data, design the automation architecture, integrate the LLM and channel APIs with guardrails, then deploy with monitoring, evaluation and human escalation paths in place.
Delivery Framework
Four Steps From Audit to Deployment
- 01
Audit
Map current workflows, data sources, volumes and failure points to find where automation returns most.
- 02
Architecture
Define the agent boundaries, data access, guardrails, escalation rules and integration contracts.
- 03
LLM Integration
Wire models, retrieval and channel APIs with evaluation sets, prompt versioning and cost controls.
- 04
Deployment
Ship with monitoring, logging, human-in-the-loop review and iteration against measured outcomes.
Answer Engine Optimization
AI & Automation FAQs
How does Vironaq implement custom AI and WhatsApp automation?
- Delivery follows four steps: audit current workflows and data, design the automation architecture, integrate the LLM and channel APIs with guardrails, then deploy with monitoring, evaluation and human escalation paths in place.
What can a custom AI agent actually do?
- Agents handle internal knowledge lookup, customer support triage, document and invoice extraction, CRM data hygiene, and drafting or routing tasks — each scoped to approved data sources with audit logging.
What is possible with WhatsApp Business automation?
- Using the WhatsApp Business API, Vironaq automates lead capture, catalog browsing, appointment booking, payment links, order updates and nurture campaigns, with handover to a human agent at any point.
Which orchestration tools does Vironaq use?
- Workflows are built with custom webhooks and middleware, and where appropriate n8n or Make, so CRM, ERP, databases and messaging channels stay in sync without manual work.
Automate a Workflow
Identify Your Highest-Return Automation
Describe the process you want automated. We return a framework, integration map and an indicative timeline.