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Articles grouped by business problem, industry, and system type.

AI Implementation in Manufacturing

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.

MCP: Model Context Protocol for Business

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.

How long does AI agent implementation take?

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.

agentsbusiness guide

How much does an AI agent cost? From €3,000

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.

agentsbusiness guide

How to choose an AI implementation partner

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.

agentsbusiness guide