AI & Automation

AI & automation
that scales
your business

Every hour your team spends on a task that a machine can do better is an hour stolen from growth. We build the AI automation systems that give you that time back.

What we automate

AI automation is not about replacing people. It is about removing the repetitive, time-consuming tasks that prevent your team from doing their best work. At Labo 22, we identify the processes that consume disproportionate time relative to their value, then build automated workflows that handle them faster, more reliably, and at a fraction of the cost.

The scope of what we automate ranges from simple but high-frequency tasks — like data entry, report generation, and email routing — to complex multi-step workflows that span multiple tools and require decision-making logic. We work with businesses across industries, and the pattern is consistent: most teams are spending 30 to 40 percent of their time on work that should be automated.

As an AI automation agency, we do not just connect tools together. We design systems that are robust, maintainable, and adaptable. When your business processes change — and they will — your automations should evolve with them, not break.

Workflow automation with Make & n8n

Make and n8n are the two most powerful visual workflow automation platforms available today, and we have built hundreds of workflows on both. Make excels at connecting SaaS applications with complex conditional logic, while n8n offers unmatched flexibility for self-hosted environments and custom integrations.

Typical workflows we build include: lead routing from form submission to CRM to Slack notification, automated invoice processing, content repurposing pipelines that turn a single article into social posts, email sequences, and podcast clips, client onboarding flows that create accounts, send welcome sequences, and schedule kickoff calls automatically, and reporting dashboards that aggregate data from multiple sources and deliver weekly summaries.

Every workflow is documented, tested with edge cases, and built with error handling so failures are caught and reported before they cause problems. We also train your team to manage and modify workflows independently, so you are never dependent on us for day-to-day changes.

Custom AI agents

A custom AI agent is an autonomous system that can perform complex tasks on your behalf — researching, analyzing, writing, deciding, and executing based on rules and goals you define. Unlike simple chatbots that follow scripts, AI agents can handle ambiguity, make judgment calls, and complete multi-step processes without human intervention.

We design and deploy custom AI agents for specific business functions: sales research agents that qualify leads and prepare briefing documents before calls, content agents that draft, edit, and schedule posts based on your editorial calendar, support agents trained on your documentation that resolve customer questions accurately, and analysis agents that monitor competitors and market trends and surface actionable insights.

LLM integration

If you have an existing product or internal tool, adding AI capabilities does not require building from scratch. Our LLM integration service connects large language models — Claude, GPT, or open-source alternatives — directly into your existing stack. We handle model selection, prompt engineering, API integration, response processing, and cost optimization.

Common integrations include AI-powered search within your product, automated document analysis and summarization, natural language interfaces for databases and dashboards, intelligent form processing that extracts and categorizes unstructured data, and content generation features embedded in your CMS or publishing workflow.

AI Persona Builder

Understanding your ideal client is the foundation of every growth strategy. Our AI Persona Builder uses artificial intelligence to create detailed client profiles that go far beyond basic demographics. By analyzing market data, competitor positioning, and behavioral patterns, we generate personas that include motivations, objections, preferred communication channels, trigger events, and the exact language your prospects use when searching for solutions.

These personas inform everything — from website copy to ad targeting to sales conversations. Businesses that target precisely outperform those that target broadly, and AI-generated personas give you the precision that manual research cannot match at the same speed or depth.

How AI automation compounds over time

The most powerful aspect of AI automation is that its value increases over time. A workflow automated today saves hours every week, every month, for years. An AI agent deployed this quarter handles more queries next quarter as its training data grows. A content pipeline built once produces output indefinitely.

This compounding effect means that early adopters of AI automation gain a structural advantage that is difficult for competitors to close. The businesses that automate now are not just saving time — they are building operational leverage that will define their competitive position for the next decade.

At Labo 22, we help you identify the highest-impact automation opportunities, build them correctly, and create a roadmap for expanding your AI capabilities over time. The goal is not to automate everything at once — it is to start with the workflows that deliver the most value and build from there.