S // Skill · Hedge Funds

Filings & Transcripts Monitoring Skill

The Skill that reads every filing and transcript for your coverage list the day it lands, flags the deltas that matter, and drops them into the analyst's morning.

Problem

Analysts either read every filing in full or skim and miss things. Both fail at scale.

Outcome

Every filing and transcript is summarised in house shape, with material deltas flagged.

Skill spec

What this Skill needs and what it returns

Inputs
  • Coverage list
  • Filings feeds
  • Prior filings for the same name
Outputs
  • Filing summary
  • Delta report
  • Suggested follow-ups
Firm Memory scopes
  • Coverage list
  • Past filings
  • House thesis per name
Guardrails
  • No forward view generated without an analyst block
  • Sources cited
Eval criteria
  • Delta catch rate on known events
  • Analyst adoption
Sector

Hedge Funds

OS layer

skills

Analysts either read every filing in full or skim and miss things. Both fail at scale.

The Skill's job inside your AI-First OS is to make every filing and transcript is summarised in house shape, with material deltas flagged.. It reads from the Firm Memory scopes listed above, calls the Model Router with policy-appropriate models, and returns outputs in the firm's own shape — with the guardrails and evals the compliance team can sign.

Ship this Skill

This Skill is one of several we build inside a KJ Capital AI-First OS. Engagements start with a two-week £15k AI Diagnostic. We audit your systems, design the OS across the six layers, and ship the first version of Skills like this one inside the following six to twelve weeks.

FAQ

How is this different from a filings alert service?

Alerts tell you a filing dropped. This Skill tells you what changed against the last one and against your thesis.

Ship this Skill inside your firm

Every KJ Capital engagement begins with a two-week £15k AI Diagnostic. We design your AI-First OS end-to-end, cost the build, and name the first three Skills to ship.