Client results
A selection of systems we've built across client delivery, sales, property operations, and software. The operating problem, the implementation, and the result.
clients, with no added delivery headcount
Ecommerce email marketing agency
Role-based routing and a shared operating view helped the agency take on more clients without adding delivery headcount.
Read the case studyannual impact: $200K revenue + $72K costs removed
Light manufacturer · Residential and commercial
A rebuilt CRM, automated contracts, and an embedded ERP developer gave a manufacturer a connected sales operation.
Read the case studyparcels processed each month by three VAs
Real estate acquisitions company
A staged due-diligence pipeline and AI-assisted listing generation connected property intake to resale.
Read the case studyfrom contract to working platform
Software platform · 175 subscribing customer organizations
One AI-native developer rebuilt an aging platform from its database backup and product requirements, then migrated the legacy data.
Read the case studyClient identities are kept private. Each case describes a specific engagement; results depend on the business and the work involved.
Your next step
Start with the operating bottleneck or the technical build. Combine the roles as your needs grow.
An AI-native operations specialist embedded in your team to improve workflows and own adoption. Explore AI Operators →
An AI-native engineer embedded in your team to own technical implementation and ongoing development. Explore AI Engineers →
See how embedded Operators and Engineers can support marketing agencies and MSPs.
Let's talk about the work
We'll talk through the problem, the systems involved, and the capability you need.
