Leanware relaunches as an AI engineering company with four fixed-scope services

Bogotá-based Leanware has relaunched with a productized AI strategy built around a two-week ROI Assessment and four fixed-scope service lines. The move is aimed at midmarket companies and startups that need clearer answers on where AI can drive measurable value before committing to builds.

Why it matters: - Leanware is packaging AI work around measurable business value, not open-ended experimentation. - The two-week AI ROI Assessment is designed to help midmarket operators identify where AI can pay off before they invest in development. - The relaunch targets a common failure point in AI adoption: projects that stall because companies do not first scope the business case.

What happened: - Leanware announced a relaunch as an AI Engineering Company and reorganized its offering into four fixed-scope service lines. - The company launched the AI ROI Assessment as a standalone product. - Leanware is based in Bogotá and has built software for startups and businesses worldwide since 2020.

The details: - The AI ROI Assessment is a two-week engagement that produces a ranked list of AI opportunities, ROI projections and an implementation roadmap. - Clients keep the assessment deliverable even if they do not build with Leanware. - Managed Custom AI Agents handle operational tasks such as invoice processing, lead enrichment and support triage. - Leanware builds, runs and maintains those agents in production for a monthly fee. - AI Product Engineering is aimed at startups shipping AI products. - That service uses milestone-based builds with a defined endpoint that clients can test against progress. - Dedicated AI Engineering Teams are monthly-retained engineers who work on the client’s roadmap. - Clients interview each engineer before they join. - Across all four service lines, the same people who scope the work also write the production code. - Leanware says there is no handoff between a discovery team and a delivery team. - The company has worked with more than 25 startups and businesses since 2020. - Leanware holds a 5/5 client satisfaction rating across 24 verified reviews on Clutch. - Published work includes a multi-model AI grading agent in production with the University of Colorado. - Leanware also built a cross-platform AI fitness app for GloFlow that moved from concept to launch in roughly four months. - A four-engineer Leanware team has been embedded with US computer vision company Groundlight since 2022. - The AI ROI Assessment is available now at the AI readiness assessment. - Leanware says the company works US hours from Bogotá and bills senior, AI-augmented teams against testable milestones. - Leanware says its core audience includes businesses trying to identify where AI pays off and startups building AI products.

Between the lines: - The relaunch turns Leanware from a general software firm into a more focused AI services shop. - The fixed-scope model reduces ambiguity for clients that want a clearer budget, timeline and expected return. - The emphasis on scope-first assessment suggests Leanware is trying to separate practical AI adoption from hype-driven builds. - Keeping discovery and delivery inside the same team may reduce the risk of handoff errors and mismatched assumptions.

What's next: - Leanware is now selling the assessment as the entry point for new client work. - The company is positioning the assessment to lead into production builds, managed agents or embedded teams depending on the client’s needs. - The next signal to watch is whether the productized model attracts more midmarket operators looking for faster AI ROI decisions.

The bottom line: - Leanware is betting that companies want AI execution only after they know where the returns are, and it is structuring its business around that first step.