An assistant that getssmarter every day.
Defcor needed to accelerate team operations and knowledge management — without adding headcount or adding complexity. Jacob is the result — the same AI assistant who answers every call and routes every request across our support channels.
The system compounds in capability with every interaction.
Before
The challenge
As a growing operation, Defcor's team was spending significant time on repetitive productivity tasks, answering the same internal questions, and managing customer feedback manually.
Knowledge was scattered. Processes existed but weren't being followed consistently.
The work
What we built
Jacob — a proactive AI assistant embedded into the full Defcor team operation, not a chatbot sitting in a corner, but a system woven into daily workflows.
He handles productivity automation, customer satisfaction feedback loops, and internal knowledge capture and retrieval, and he's the voice on the line for every inbound call. Designed to compound in capability from every interaction.
The approach
How it's engineered
The key design principle: self-improving. Every interaction Jacob handles makes him more accurate and capable on the next similar task — rather than staying static at deployment.
Feedback loops are built into the core, not added as an afterthought.
Outcome
The result
Embedded across the full Defcor team. Productivity workflows handled autonomously. Customer satisfaction loops running without manual management.
Jacob grows sharper with every interaction — on the phone and across the back office.
Technologies & Architecture
The system compounds in capability with every interaction.
More work
Other things we've shipped.
The next case study here could be yours.
Talk to the live AI phone agent — it presents the business and answers your questions in real time. That's the demo.