Automation
LeadLoop CRM Automation
Follow an enquiry from intake through ownership, pipeline movement, and accountable follow-up.
View LeadLoop CRM Automation →Sunbot Labs
A Sun Cluster Inc. Lab
Explore what we build and how modern software systems work.
Projects, tutorials, and practical software engineering ideas from the team behind Sun Cluster.
Looking for custom software development? Visit Sun Cluster →
Featured projects
Working interfaces and software examples.
Each project has one detailed walkthrough covering its workflow, interface, functionality, technical choices, and current boundaries.
AI & Support
ExtractFlow AI Document Intake
Inspect a document queue built around field review, exceptions, and export preparation.
View ExtractFlow AI Document Intake →
AI & Support
AssistFlow AI Support
See how customer conversations connect to staff review, tickets, knowledge, and human handoff.
View AssistFlow AI Support →
Automation
FlowOps Automation Dashboard
Explore an operations workspace for tasks, approvals, automation runs, and failure review.
View FlowOps Automation Dashboard →Latest tutorials
Practical guidance for planning software.
Trading Systems5 min read
Turning Trading Strategy Rules Into a Test Table
A test table exposes ambiguous strategy language by pairing known inputs with one expected software decision.
Read Turning Trading Strategy Rules Into a Test Table →Web Apps & Software5 min read
From Manual Workflow to Web App: Mapping Users, States, and Handoffs
A web app plan becomes concrete when each record, state transition, owner, and handoff is visible before screen design begins.
Read From Manual Workflow to Web App: Mapping Users, States, and Handoffs →Automation & Integrations5 min read
Mapping Events, Actions, and Owners Before Automating a Workflow
A dependable automation begins with an observable event and ends with an accountable state change, not merely a chain of app steps.
Read Mapping Events, Actions, and Owners Before Automating a Workflow →Websites & Commerce5 min read
Designing a Service Website Lead-Qualification Workflow
A useful lead path gives visitors enough context to describe the work and gives the business enough signal to route the enquiry.
Read Designing a Service Website Lead-Qualification Workflow →AI5 min read
Designing the Human Handoff Record for AI-Assisted Support
A handoff works when the person receives a reliable record of the request and can continue without asking the customer to start again.
Read Designing the Human Handoff Record for AI-Assisted Support →About Sunbot Labs
Projects provide examples. Tutorials explain the ideas behind them.
Sunbot Labs is the project, experimentation, and educational publishing arm of Sun Cluster Inc. It gives practical software work one place to be explored in detail.
About Sunbot LabsCommercial engineering
Building something similar for your organization?
Sun Cluster designs and develops custom web applications, business software, automation, integrations, and specialized trading systems.