Core service offering
Business automation
We map the repeatable work inside your business, then build automations that move information, trigger follow-ups, and keep work flowing without someone manually pushing every step.
Quick answer
Business automation uses software to move repeatable tasks through a defined workflow, such as routing enquiries, updating records, sending follow-ups, and preparing reports. Glass Half Full AI builds these automations around the tools a team already uses, with approvals and audit trails where people still need control.
Built around your stack
PostgreSQL
Reliable relational database for durable workflow data and audit trails.
Pydantic
Data validation and typed decision logic across every automation step.
Prefect
Observable workflow orchestration with retries, scheduling, and run history.
Workflow automation, engineered to fit
We build automation as custom software around the way your team already works: intake, validation, approvals, CRM updates, reporting, agent steps, and handoffs. PostgreSQL, Pydantic, and Prefect give those systems durable data, typed decision logic, and observable workflow orchestration, with reliability, audit trails, and human control designed in from the start.
What we build
- Workflow automation across forms, inboxes, spreadsheets, CRMs, and internal tools.
- Lead routing, reminders, status updates, quote follow-ups, and approval flows.
- Human-in-the-loop checkpoints where a staff member still needs final control.
What this helps with
- Fewer missed follow-ups and less manual admin.
- Cleaner internal process without forcing the team into a new system overnight.
- More time back for client work, sales, and service.
Common questions
What work should a business automate first?
Start with a task that repeats every week, has a clear definition of done, and creates measurable drag for the team, such as enquiry triage, quote follow-up, status updates, or reporting.
Do we need to replace our current systems?
Usually no. We normally connect to the tools already in use, then add automation around the handoffs, checks, and updates that currently happen manually.
Next step
Bring this into your business
If this maps to a bottleneck in your team, we can scope the smallest useful version, connect it to your current tools, and test it against real work before expanding it.
Talk to the team