DevTools · Data Platforms · 50–200 · North America #b017_11

Context

We run a managed relational database service for engineering teams, operated by a small group of database specialists.

Industry

DevTools & Software · Data Platforms

Size

50–200 employees

Region

North America

Tools budget

$1K–5K per month

Needs

Internal AI agents & automation. Manual chores around on-call, onboarding and support triage slow our small team down and we want agents to handle them.

Today: an internal tools engineer building bots and agents on paging and messaging systems · Urgency: now

Support automation. Technical support questions about queries and schema changes take senior engineers away from product work.

Today: technical support engineers answering database questions through tickets and shared chat channels · Urgency: now

Who decides

cto · team trial

Expects from suppliers

Integrates with our chat and paging tools; Lets us bring our own model provider; Ships value within weeks

Not a fit

Heavy platforms needing a dedicated admin; Generic support bots lacking database depth

Stack

LLM APIs in production, cloud: AWS-class hyperscaler, ticketing / issue tracker

Buying triggers

AI adoption push, rapid team growth