Custom AI App or SaaS: Which Should You Buy?
SaaS usually starts faster. A custom AI app earns a business case when the process is stable, company rules matter and recurring licence costs exceed ownership costs.
Articles grouped by business problem, industry, and system type.
SaaS usually starts faster. A custom AI app earns a business case when the process is stable, company rules matter and recurring licence costs exceed ownership costs.
Compare practical AI agent process patterns by input, first deliverable, human owner, and stop condition. Use the map to choose one pilot from your own workflow.
A practical guide to selecting a manufacturing AI pilot by data readiness, process ownership and operational response, with office and shop-floor paths kept separate.
Compare automation and agents for repeatable work in a service company. Use your own process, review time and ongoing costs to assess a first project.
Compare ChatGPT Business and Claude Team on your team's work. Current prices, purchasing differences and a method for assessing quality and cost.
MCP standardizes how compatible AI applications discover tools and context. Decide whether the protocol reduces integration work for your systems and define security outside the protocol.
A practical guide to the conditions that derail AI work: unclear process, weak data, missing ownership, unmanaged risk and no decision point for stopping.
n8n connects applications and runs defined steps. Use this guide to choose Cloud or self-hosting, understand the operating cost and identify cases that need interpretation and human escalation.
Syntalith’s published planning range is 6 to 16 weeks for a full AI agent implementation and about 3 to 6 weeks for a limited pilot. A project-specific schedule depends on process scope, data readiness and integrations. The pilot is part of the route to production, so the two ranges should not automatically be added together.
An AI agent’s cost depends on the work it must complete and who is responsible when that work goes wrong. To compare proposals, also establish the integrations, data preparation, acceptance criteria and ongoing operating costs. A product label alone cannot define a comparable purchase.
Choose an AI implementation partner by examining how it connects your business problem with a deliverable, evidence of performance and responsibility after launch. Ask the team to walk through a comparable process, its evaluation approach and the operating agreement. You can assess these points even without an internal AI engineering team.