AI Automation Services
Darwinbark builds AI-powered automation that plugs into the tools a business already runs on - WhatsApp, a web widget, a CRM - rather than asking a business to switch platforms to get the benefit of automation.
Where Automation Actually Pays Off
The businesses that get the most value from AI automation share a pattern: high-volume, repetitive conversations - the same FAQ, the same order-status question, the same initial lead-qualification questions - that don't need a human the first time they're asked, only when something genuinely unusual comes up.
How We Build It
Every automated conversation, whether it arrives through WhatsApp or a web widget, gets normalised into one internal message format and passed through an intent layer. Predictable, high-volume questions get an instant scripted response; open-ended questions go to an AI-generated response. Sentiment analysis runs on support conversations specifically, so a frustrated customer gets escalated to a human before they've had to ask for one.
CRM and Workflow Integration
Qualified leads and flagged conversations sync into the CRM your sales team already uses - HubSpot or Zoho - through queued background jobs, so a slow third-party API integration never delays the customer-facing reply.
Case Study
Full technical breakdown: AI Automation & Chatbot Integration - including how we avoid the "obviously a bot" feel and the results clients saw in support workload and lead response time.
Get Started
If your team is spending hours a day on questions that follow the same handful of patterns, we can scope what an automated first-response layer would look like for your business.