ContextMay DifferLabs

Automate the work that slows your business down.

AI engineering for startups and small businesses. We build automations and integrations around your existing systems, and help your team use AI in everyday work.

Automate repetitive
operations

Reduce the time your team spends processing documents, handling requests, and preparing approvals. We build workflows that extract information, check it against your records, and route the next action — with human review where mistakes would be costly.

Connect your
business systems

Keep your CRM, email, billing, and internal tools in sync without copying information between them. We build integrations around the software you already use, so requests, records, and updates reach the right place without another manual handoff.

Put AI into
daily operations

Give your team a clear way to use AI for real tasks. We assess where it can help, select suitable tools, and establish workflows, data-handling rules, and review standards. Then we work with your team to put them into practice.

Start with the business case

We start with your process, not a preferred model. We identify where work slows down, how information moves, and what needs a person’s judgement. That gives us a clear scope: what to automate, what to connect, and what to leave alone.

Our background is in AI engineering. We use that expertise to choose where models add value and where conventional software is the better fit. We focus on a well-defined workflow your team can use and trust, rather than a broad system that needs constant double-checking.

Tell us what
you’re working on.

Tell us where your team loses time and which systems are involved. We’ll help you identify what to automate, what to connect, and whether AI is the right tool. No technical brief required.