Build & embed·8–12 weeks
Build & embed
embedded AI consulting
We build the copilots and internal tools that live where work already happens—grounded, observable, and owned.
Embedded AI beats bolted-on chat when the interface sits inside CRM, ERP, support, or internal ops tools operators already trust.
We ship thin products: retrieval grounded in your data, actions with permissions, and UX that respects how teams actually work.
Builds are consulting-led: clear success metrics, handoff documentation, and a path for your team to extend what we leave behind.
Who this is for
Organizations ready to ship a real AI-assisted tool after (or alongside) readiness and integration work.
What you walk away with
- Production copilots or internal tools
- Grounding and action patterns your team can reuse
- Adoption measured by usage—not slideware