Thinking Machine is an AI and data consulting firm that builds custom automations, data pipelines, and AI integrations for small and mid-sized businesses. The company specializes in connecting disparate tools—even those without APIs—using browser-based automation and reliable data flows. Their approach eliminates manual data entry and workflow friction by engineering practical, monitored solutions tailored to each client's existing software stack.
Funding
Funding not disclosed
Founders
Product
Problem
Business teams waste hours daily copying data between apps, exporting CSVs, and manually re-entering the same information across multiple systems. Many tools are too niche, locked down, or outdated to support native integrations or off-the-shelf automation templates, leaving critical workflows stuck in repetitive manual processes.
Solution
Thinking Machine builds custom automations, data pipelines, and AI integrations that connect the tools a business already uses, even when those tools lack APIs. The company designs reliable integrations between CRM, billing, scheduling, and other platforms using webhooks, native connections, or intelligent browser automation that mimics human actions like logging in, navigating, and syncing data. They also construct data pipelines that extract, transform, and load business data for everything from one-off migrations to scheduled daily syncs, and apply AI for document processing and intelligent routing where it adds practical value. Every solution includes proper error handling and monitoring to ensure workflows run without intervention.
Target Audience
Primary customers are small and mid-sized businesses that rely on niche, legacy, or locked-down software tools and need custom automation and data integration to eliminate manual work.
Features
- API and platform integrations using webhooks and native connections with proper error handling and monitoring
- Browser-based automation for tools without APIs, performing human-like actions such as logging in, navigating, exporting, and syncing data
- Data pipeline design for extract, transform, and load workflows, from one-off migrations to scheduled daily syncs
- AI integration for document processing and intelligent routing applied as a practical layer in existing workflows
- Data transformation and reporting capabilities to convert raw business data into usable formats