Production AI systems
DBAI designs, builds, deploys and operates production AI systems — agents, automation and custom applications that connect your data, software, people and workflows, and complete real work end to end.
DATA → INTELLIGENCE → AGENTS → ACTIONS → OUTCOMES
Systems we've shipped run on
What we build
Task-specific agents that qualify leads, process orders and route approvals inside the tools you already run — with state, logging and escalation built in.
Managed data and workflow pipelines that keep catalogs, records and reports in sync — supplier feeds to storefronts, calls to dashboards, without babysitting.
Production software built around your operation: live dashboards, customer portals, internal tools — designed, shipped and operated by DBAI.
Retrieval pipelines and internal assistants grounded in your own documents and data, so answers cite your business — not the open internet.
The DBAI operating layer
Data becomes decisions, decisions become agents doing defined work, and that work lands back in the systems you already run.
DATA → INTELLIGENCE → AGENTS → ACTIONS → OUTCOMES
SELECT A NODE
DATA ↓ INTELLIGENCE ↓ AGENTS ↓ ACTIONS ↓ OUTCOMES
DATA
INTELLIGENCE
AGENTS
ACTIONS
OUTCOMES
Every layer feeds the next. Select any node to trace what reaches it and where its output goes — the same routing your systems follow when work actually runs. Hover works too.
Real business work
Concrete processes running in production systems we've built — not demos.
Real proof
Named clients, named stacks, real deployments.
CS-01
CUSTOM APPAREL
DEPLOYED
CS-02
CALL OPERATIONS
DEPLOYED
CS-03
PRINT PRODUCTION
DEPLOYED
Digital Workers
A digital worker for multi-step business processes
Erica executes defined business processes end to end — reading documents, emails, forms and system data, deciding against your business rules, and acting across your systems with every step logged.
See how Erica worksPERCEPTION
Normalizes inputs: documents, emails, forms, records, API payloads.
REASONING
Decides against your business rules and current process state.
EXECUTION
Acts across systems: API calls, data entry, documents, workflow steps.
Operating philosophy
DBAI runs its own operation on the same agent and automation architecture we deploy for clients. The tooling that routes our work, tracks our builds and reports our progress is the tooling we sell — so when we say production-ready, we mean tested on ourselves first.
Process
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.
DBAI Labs
Labs is where DBAI exposes selected products, experiments and systems we've built and run — production technology, documented as it ships.
Templates
Assistant and pipeline templates our team actually uses — free to take, built to show how we structure real systems.
Workshop
A one-day, hands-on operating-system workshop: leave with working workflows, a CLAUDE.md architecture, and a 1:1 implementation call.
Insights
Bring us the workflow that eats the most of your team's time. We'll show you the system that takes it over.
Book a Discovery Call