DevTools · B2B SaaS Apps · 50–200 · Europe #b024_24

Context

We provide live chat, help desk and an AI support agent for small online businesses and e-commerce stores.

Industry

DevTools & Software · B2B SaaS Apps

Size

50–200 employees

Region

Europe

Tools budget

$1K–5K per month

Needs

LLM evaluation & testing. Our AI agent answers end customers directly, so wrong answers hurt our merchants and we need systematic testing.

Today: a machine learning lead and AI squad tune the support agent against reported resolution rates · Urgency: this year

Cloud cost optimization. Model usage rises with every resolved conversation while our plans stay cheap for small shops.

Today: engineering guilds share hosting choices for a chat-heavy product · Urgency: later

Who decides

cto · team trial

Expects from suppliers

Offline and online evaluation of support answers; Model cost tracking per customer; Simple integration with our existing stack

Not a fit

Enterprise contact-center suites; Pricing based on seat counts

Stack

LLM APIs in production, ticketing / issue tracker

Buying triggers

AI adoption push, cost pressure