Types of System Integration: Methods, Patterns and When to Use Each
Compare ways to connect business systems. Use Sandline's examples to choose a route, plan for failures and decide who fixes them.
Guides
Business technology, explained properly
How the systems behind a business really work: AI, integration and data, explained with one example company and built on Beezr.
Pick a learning path
Integration →
AI and automation →
Data and trust →
Choosing and owning software →
Integration →
What Is an API? How Business Systems Exchange Data
Follow an approved order into accounting. Learn API calls, endpoints, keys, field mapping and what to ask when a request fails.
How to Integrate a System That Has No API
Plan integration without API access: compare five routes, then follow a checked stock-file handoff in Beezr.
Webhooks vs APIs vs Polling: How to Keep Two Systems in Sync
Compare webhooks and polling through one order: late deliveries, duplicates, missed events and the reconciliation check that catches gaps.
AI and automation →
What Is Agentic AI? How It Works, Examples, and Agentic AI vs AI Agents
Learn what agentic AI does, how its action loop works, and when a workflow with an AI step is enough.
AI Agents vs Workflows: Which Does Your Business Process Need?
Compare AI agents vs workflows on one purchase order. See who chooses each step, what needs review and how to test the result.
What Is MCP? Model Context Protocol and MCP Servers Explained
MCP explained in plain English: what it connects, how hosts, clients and servers work together, and why it's a plug, not a plan.
MCP vs API: What Changes When AI Uses Your Business Systems
Compare MCP vs API through one purchase-order request, with clear checks for access, errors and approval.
AI Document Processing: From a PDF Purchase Order to a Valid Sales Order
Follow AI document processing from a PDF to checked order lines. See how to match products, handle scans and send price questions for approval.
Data and trust →
What Is Data Governance? Roles, Rules and Controls in a Working Business
See what data governance means through one supplier bank change: who decides, which controls enforce it and what history to check.
What Is a Data Model? Build One from Customers, Orders and Products
Build a data model from customers, orders, lines and products. See how links, lookups and shared records give each team its own screen.
Data Ownership vs Residency vs Sovereignty: What Control Do You Actually Have?
Learn data residency vs data sovereignty, separate rights from control and test vendor answers on access, keys, exports and exit.
When a Spreadsheet Becomes a System: Signs, Risks and Next Steps
Spot when a spreadsheet runs more than sums. Test your process, fix sharing issues, and plan a move to linked records with clear rules.
How to Set Up Inventory Management: Products, Locations and Stock Movements
Set up products, bins, stock movements and reorder points. Follow Sandline's stock from opening count to shipment, return and count adjustment.
Choosing and owning software →
Is Vibe Coding Good for Business Software? A Production-Readiness Guide
Learn when a quick AI prototype is enough, and use Beezr’s Ownership Test to plan what a shared business tool needs.
Software Total Cost of Ownership: How to Calculate It Before You Commit
Count software costs beyond the first bill. Use a calculator, Hana’s five-year example and a check of the assumptions that could change your choice.
How to Map Your Business Before You Automate It
Start business process mapping with your data, channels and handoffs. Use Sandline's worksheet to choose one process to automate first.
Meet Sandline
Sandline Supplies is our fictional example company. Follow its orders, approvals and records through the guides.
Your process, made concrete.
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