Use cases
Specific jobs, run end to end.
OpenHelm isn’t a do-everything chatbot. It runs the structured, repetitive work inside a team — with a human operator in the loop and your sign-off on anything that matters. Here’s where it’s live today.
Primary focus
Hedge funds & asset managers
The last mile of analysis, with a human operator in the loop.
Thesis-aware morning briefing
Overnight filings and news, scored against the thesis you hold per ticker.
Read the use case→Model maintenance
Actuals pulled from filings, drafted as a diff you approve. Formulas never touched.
Read the use case→Alternative-data triage
Messy alt-data feeds normalised, mapped to tickers, ready for Snowflake.
Filings & risk-factor monitor
Material risk-factor changes across your coverage, flagged with the page reference.
Earnings triage
Guidance changes and key management quotes surfaced the moment a transcript drops.
Comp-set refresh
Peer multiples kept current across your comparable universe.
Also live
SEO & GEO growth
Win search and generative-engine demand, end to end.
SEO & GEO keyword research
Search and generative-engine demand mapped to the terms worth winning.
Read the use case→Publish-ready content to your stack
Briefed, drafted and pushed straight to your repo, WordPress or Shopify.
Read the use case→Continuous improvement over time
Live pages monitored and refreshed as rankings and AI answers move.
Read the use case→Already in production with
I'll be honest, I was skeptical about AI-generated content. I'd seen too much generic fluff out there, but what OpenHelm has produced is a totally different ball game.
Dr Thom Van Every
Founder · Smoothie Wars
Not sure which fits?
Bring the job you want off your team’s plate. We’ll tell you straight.
Twenty minutes on a call. Walk us through the repetitive work that eats the week. We’ll show you whether OpenHelm — or none of it — actually replaces it, with the maths in front of you.
Book a 20-minute call