Should our leadership team hire an outside software agency to build custom AI tools for our core business, or can we run AI-powered operations using existing no-code platforms and off-the-shelf APIs?

Question

Tyler Smith · Accepted Answer

Unless you are an enterprise software company selling proprietary intellectual property, do not hire an agency to build custom AI software from scratch. Custom software development is a massive capital drain that creates permanent technical debt, requires ongoing maintenance contracts, and distracts leadership from running the business.

Ninety-nine percent of operating companies with ten to two hundred employees can achieve massive operational leverage using off-the-shelf APIs stitched together with proven integration tools like Make, Zapier, or n8n.

Building your operational automations on existing infrastructure offers three distinct advantages:
- Speed to value. A custom software build takes six to twelve months before your team sees a working prototype. A no-code workflow using an existing foundation model can be tested, refined, and deployed inside a single EOS quarterly Rock cycle.
- Flexibility and maintenance. When an underlying language model upgrades or your Core Process evolves, modifying an API prompt in a visual builder takes an afternoon. Updating custom code requires hiring expensive external developers.
- Clean exit valuation. Prospective buyers discount companies that run on idiosyncratic, custom-coded internal software maintained by third-party contractors. Buyers love companies running on clean, documented SOPs powered by standardized, industry-accepted integration platforms.

Focus your capital on simplifying your operational processes. Hire an automation specialist to wire your existing software stack into modern language model APIs, keep human accountability clear on your Accountability Chart, and stay away from custom software traps.