Most AI today
A better guesser
AI works each job out from scratch on every run. Newer models guess better, but each run is still a fresh guess, and small misses add up.
Your team checks every line.
Platform
Not an app. Not an agent. A different way to use AI.
Nexhelm sits on top of the systems you already run and hands back finished work: the deliverable, the list of anything that didn't fit, and the trail behind every figure.
What arrives
Finished work, the exception list and the audit trail.
Choose a part to see what lands on your side after each run.
The deliverable, finished
The packet, report or file your team would otherwise assemble by hand, built from the systems it draws on and delivered where you already work.
Doe household, Q3 2026 review.pdfSharePoint / Client Reviews / Doe · 06:19
Sample data.
Exceptions, named
Anything outside what your team approved is set aside with a reason and an owner, so it surfaces before the work goes out.
New account opened 9/17. Outside what you approved. Held for your review.
Address change. Needs your sign-off before it enters the packet.
Every figure, traced
Each number in the deliverable points back to the record it came from, so review starts from the source.
$3,956,180Custodian positions · 9/30 06:00
$9,8602025 return · Schedule D
3 open itemsCRM notes · email since 6/18
Your systems stay as they are
Custodians, CRM, documents and portals stay as they are. Nexhelm connects with the access you grant, and works with any AI model, so a better model makes the service better without changing your setup.
Custodianread
CRMread · write with approval
Document storagewrite
From reliability to certainty
Certainty, not a better guess.
AI does the work. Nexhelm makes it certain, by checking every run against the answer your firm already approved.
Nexhelm
The answer key
AI does the job. Nexhelm holds it to a result your firm already signed off on, ties every figure to the source your firm trusts, and checks each run against it.
- Built on the latest AI models, and improves as they do
- Every figure traced to its source
- Anything that doesn't match is flagged
Your team reviews what's flagged, then signs off.
See it on one day of trades
Trade reconciliation, 8 Oct
Answer key onRun 141Allocated quantityCheckMatchSources differ
2Trade priceCheckMatchSources differ
3Clearing and regulatory feesCheckMatchSources differ
4Settlement dateCheckMatchSources differ
5Executing brokerCheckMatchSources differ
6Open breaks carried forwardCheckMatchSources differ
Each line is one figure in your deliverable; the dot shows which system it came from. Sample data.
You check every line.
The dots move because each run picks its own source.
You review what's flagged, then sign off.
5 matched1 flagged
Stop paying people to check the AI.
Technology
A protocol, not a model.
Nexhelm sits above whichever AI model is best today and holds it to what your firm decided correct looks like. The model does the work; the protocol decides what counts as done.
Built from your intent
Your operators define the result the workflow has to produce. The run is bounded by that definition: it cannot quietly decide for itself what good enough means.
Model-agnostic, with no fine-tuning
Nothing is trained on your data and nothing is tuned to one task. Each step routes to the cheapest model that still passes, so every model release makes the service better without a migration.
One pass, not twenty
Building this in-house against a frontier model means ten or twenty rounds of iteration to find the process. The protocol absorbs your procedures and converges in one, which is where the time and the token cost go.
Your knowledge never leaves
The workflow runs against your systems with the access you grant, and can run entirely inside your own environment. We do not need to hold your domain knowledge for it to work.
Same inputs, same approved result, every run.
Who does what
Your judgment stays in charge. The busywork doesn't.
You
Your team
- Decide what a correct result looks like
- Review what's flagged and sign
- Say when your process changes
The Nexhelm team
- Maps the workflow with you, live in two days
- Handles the setup; no new software to learn
- Keeps it current as your world moves
AI
The system
- Runs the job the same way each time
- Ties each figure to your records
- Flags anything that doesn't fit
How Nexhelm compares
Everyone else sells a better guess. We deliver the result you already approved.
Already use a copilot? Keep it. Nexhelm works alongside it and hands back finished work.
| What you get | CopilotsDraft and suggest | AI agentsDo tasks, unverified | Scripted automationRepeats scripted clicks | NexhelmFinished, checked work |
|---|---|---|---|---|
| Does the whole job | No | Partly | Partly | Yes |
| Checked against your records | No | Grades itself | No | Every figure |
| Runs the same way every time | No | No | Until something changes | Yes |
| Tells you what doesn't fit | No | Not reliably | Breaks when things change | Flags it |
| What your team reviews | Every draft | Every output | Every break | The exceptions, then signs off |
Integrations
Your stack, already connected.
CRM, custodians, documents, calendars and email, wired in with no rip-and-replace.
Charles Schwab
Salesforce
Notion
Pershing
Black Diamond
Bring your hardest weekly workflow.
See how it runs with an answer key, on a call with the people who build it.