What we build
How DBAI builds the AI operating layer
DBAI designs, builds, deploys and operates production AI systems that connect business data, software, people and workflows. Every engagement is one system, expressed four ways.
The system
One model, applied across every engagement
Data becomes structured input. Models, retrieval and business rules turn it into decisions. Agents own the process. Actions execute in your real systems. Outcomes come back complete, traceable and auditable.
DATA
Your systems of record, normalized into structured input.
INTELLIGENCE
Models, retrieved knowledge and your business rules.
AGENTS
Task-specific workers assigned to a defined process.
ACTIONS
Execution against your real systems and interfaces.
OUTCOMES
Finished work, visible and auditable end to end.
- SVC-01
AI Agents
Task-specific agents that qualify leads, process orders and route approvals inside the tools you already run — with state, logging and escalation built in.
- SVC-02
AI Automation
Managed data and workflow pipelines that keep catalogs, records and reports in sync — supplier feeds to storefronts, calls to dashboards, without babysitting.
- SVC-03
Custom AI Applications
Production software built around your operation: live dashboards, customer portals, internal tools — designed, shipped and operated by DBAI.
- SVC-04
Knowledge Systems
Retrieval pipelines and internal assistants grounded in your own documents and data, so answers cite your business — not the open internet.
How we work
From discovery to operated system
- 01
DISCOVER
Map the workflow, the systems it touches, and where judgment lives. Output: a concrete system design, not a slide deck.
- 02
DESIGN
Specify agents, integrations, data flows and escalation paths against your real stack and constraints.
- 03
DEPLOY
Ship to production in review mode first — humans approve while the system earns trust, then it runs autonomously.
- 04
OPERATE
We monitor, maintain and improve the system in production. You own the outcome; we keep it running.
Real proof
Systems in production
Related
Bring us the workflow that eats the most of your team's time.
We'll show you which of these four the answer is built from — and what the system looks like.
Book a Discovery Call