What does an AI implementation agency actually build?
An AI implementation agency connects AI models to the systems a business already runs, so the AI does real work rather than just chatting. Koseti builds four kinds of AI work: voice agents that answer and make calls, chat and WhatsApp agents, LLM features inside existing software, and MCP servers that let assistants such as Claude act inside your system. Each one is built in Laravel with your own data, rules and authentication.
How long does an AI implementation take?
Koseti's AI projects typically take between 3 and 12 weeks from sign-off to live, depending on the type of work:
- LLM feature in an existing application: 3 to 4 weeks
- Chat or WhatsApp agent: 4 to 6 weeks
- Voice agent with integrations: 8 to 12 weeks
- MCP server: 4 to 8 weeks
What has Koseti built with AI?
Koseti designed and built Voco, an AI front office for UK businesses, from an empty repository to a live product. Voco answers calls, WhatsApp, web chat and email, keeps one memory of every customer, rings back missed callers and takes live actions in systems such as HubSpot, Jobber and Fixflo. Between June and September 2026, Voco's monthly search clicks quadrupled.
What is an MCP server, and does my business need one?
An MCP server is a small service that lets AI assistants use your system through a fixed set of tools, such as "look up a client" or "book an appointment", with your own login and permissions in front. A business needs one when it wants staff or customers to reach its data through Claude, ChatGPT or another assistant without exposing the whole database. Koseti builds MCP servers on Laravel's official MCP package.
How does Koseti keep an AI agent safe to run?
Koseti keeps AI agents safe with four controls: written rules on what the agent may do, a handover to a person for urgent or uncertain cases, a full log of every conversation and action, and spending limits. Voco shows all four in production: owners decide which calls count as urgent, approve email replies before they send if they choose, and set the most Voco can spend in a month.
How much does AI implementation cost?
Koseti quotes every AI project at a fixed price after a free scoping call. The price depends on the number of channels, the number of systems the AI must connect to, and how much the AI is allowed to do on its own. Running costs, such as per-minute voice charges from the providers, are estimated up front so you know the monthly figure before launch.
Related: Laravel development for the application around the AI, and data analytics for measuring what it does.