SCOUT | Multi-Agent Local-Market Research for an Investment Firm

BACKGROUND

The firm evaluates local-market businesses, building assessments almost entirely by hand. An analyst would pick a company, pull competitive listings, piece together demand signals, and benchmark pricing before the team could form a view. The work was sound, but it was serial. The team could only hold as many opportunities in view as its analysts had hours to research, and each finished file began going stale the day it was completed. In practice, research throughput was the binding constraint on sourcing.

THE OPPORTUNITY

The bottleneck was structural. Diligence at this altitude repeats the same motions for every company: identify the competitive set, read demand, test pricing, and weigh the evidence into a verdict. Those motions are exactly what a system of specialized agents can run in parallel across an entire geography at once, applying one consistent standard to every file. If discovery could start from the full local market, and if the research could refresh itself on a schedule, the firm's coverage would finally track its thesis, with the calendar no longer the binding constraint. This would allow the firm to screen many more opportunities and speed up the pace of decision-making, increasing revenue as a result.

Ajaia built Scout as a configurable multi-agent research platform, delivered in five stages.

THE SOLUTION

Scout: a configurable multi-agent platform that finds companies in any target area and scores them for investment.