CASE STUDY · FINANCIAL SERVICES

PORTFOLIO MONITOR | Daily Portfolio Intelligence for a Venture Firm

Automated daily portfolio monitoring: classified news, sentiment scoring, and board-meeting prep every morning

Client

A venture capital firm managing a multi-company portfolio

Industry

Financial Services · Venture Capital

Engagement

Product build

Services

Full-stack build · AI automation

Tech & Compliance

Daily scans · Classification · Summaries

BACKGROUND

The firm holds a multi-company venture portfolio, and its partners carried the monitoring load the way most firms do: informally, in the gaps between board work, diligence, and fundraising. Each partner watched their own companies by hand, checking websites, scanning news, and relying on founder updates to fill the rest. The gaps showed at predictable moments. A partnership meeting would surface a development someone had missed. A board meeting would arrive with prep assembled in a scramble the evening before. The information was spread across dozens of company sites, news feeds, and update channels. No one at the firm had the hours to read all of it every day.

THE OPPORTUNITY

Portfolio monitoring is a coverage problem, and no partner can solve the coverage gap by working harder. A system can read 80 sources a day, and the judgment a partner adds, deciding what a development means for the company and the fund, takes only minutes once the raw material is gathered, classified, and scored. If the firm could push the gathering and sorting to automation, partners would spend their time on interpretation instead of manually gathering updates, and no material development would depend on someone happening to look in the right place on the right day.

OUR APPROACH

Ajaia built the monitoring platform in four stages, from source mapping through automated meeting preparation.

1. Map the monitoring load. Ajaia documented how each partner actually tracked their companies: which sources they checked, how often, and where updates had been missed. That audit defined the coverage the platform had to deliver and the moments it had to serve, board meetings above all.

THE SOLUTION

An automated intelligence layer that watches every portfolio company and briefs every partner.

Daily Automated Monitoring. Scans every portfolio company's website and news coverage daily across 80+ integrated sources, with no manual checking.

Classified, Scored Updates. Sorts developments by type, partnerships, launches, leadership changes, and scores sentiment so partners read only what matters.

Summaries & Meeting Prep. Generates concise summaries and surfaces the questions worth asking before each board meeting.

RESULTS

Every portfolio company is scanned daily across more than 80 integrated sources, and a partner reading the morning brief reaches insight on a development in about 20 minutes, about an 98% reduction in time that used to be spent monitoring portfolio companies. Roughly 4 hours of weekly monitoring and research effort per partner has been returned to the partnership. Board meetings now open from a shared, current picture of the company, built from the same data every partner sees, and the evening-before prep scramble is gone. The platform gathers and sorts the material so partners can focus on what each development means for the company and the fund, empowering them to invest smarter.

98%

reduction in time to portfolio insight

hours per partner per week returned to higher-value work

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