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.
Memo
Overnight: 3 thesis-relevant items
AAPL · supports thesis
Services guide raised; reinforces the margin-expansion call.
MSFT · watch
Capex step-up on AI; near-term FCF drag vs your model.
NVDA · neutral
Supply commentary in line; no change to the position.
Thesis-aware morning briefing
Overnight filings and news, scored against the thesis you hold per ticker.
Read the use case→Model update, drafted as a diff
Live
| Line | Model | Filed | Δ |
|---|---|---|---|
| Revenue | 94.9 | 95.4 | +0.5 |
| Gross margin | 46.1% | 46.4% | +0.3 |
| Opex | 14.2 | 14.0 | −0.2 |
| EPS | 1.52 | 1.55 | +0.03 |
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.
Keyword map
Live
| Keyword | Vol | KD | Intent |
|---|---|---|---|
| ai workflow automation | 5.4K | 34 | Commercial |
| llm cost calculator | 2.1K | 18 | Tool |
| mcp server setup | 1.3K | 12 | How-to |
| ai agent platform | 3.6K | 41 | Compare |
SEO & GEO keyword research
Search and generative-engine demand mapped to the terms worth winning.
Read the use case→Memo
AI workflow automation: the 2026 guide
Meta
Title 58 chars · description 152 · JSON-LD attached.
Body
1,840 words · 6 sections · 3 internal links · FAQ block.
Status
Opened as a PR against your repo, awaiting your merge.
Publish-ready content to your stack
Briefed, drafted and pushed straight to your repo, WordPress or Shopify.
Read the use case→growth
OpenHelmnow
Week of 16 Jun — organic up 12%
- ›Clicks 4,210 (+12% w/w)
- ›Avg position 14.3 → 11.8
- ›Shipped 3 posts, refreshed 2 pages
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