A solution built for each desk's own artifacts and its own definition of done. All of them stand on one operating system, included rather than licensed.
More desksComing soon
01 · PUBLIC FINANCE
The desk's week goes to work products, not to deals.
Market updates, pitch books, pool RFQs, transaction RFPs, refunding analyses, every one issuer-specific and every one built before a fee is earned. Starch produces the whole set from your own precedent and prior submissions, so those hours go back to the bankers.
02 · HEALTHCARE
Winning the mandate is where the work starts, not where it ends.
The CIMs, board materials and diligence summaries never stop, and every one starts with someone hunting the drives for the closest precedent. Starch finds it and drafts in your firm's format, leaving the judgment to the people hired for it.
03 · FINANCIAL INSTITUTIONS GROUP
Banks and insurers don't model like anything else.
Debt is the raw material here, not the financing, so enterprise value has nothing to hold onto. The work runs on tangible book, regulatory capital and an earnback inside three years, and Starch ties every mark back to the filing it came from.
04 · INCLUDED WITH EVERY DESK
The operating system everyone else sells you.
Everyone else charges a platform licence for this and leaves you to build the workflows. For us it is the floor, not the offering.
Chat
Ask the desk's documents anything, with sources.
Agents
Work run end to end, handed back for a person to sign.
Automations
Work that starts on a schedule or a trigger, not a reminder.
Browser use
The portals the desk lives in, worked as a person would.
Memory
Precedent from past mandates, carried into the next one.
Modelling
Calculations and schedules you can check line by line.
Chat
Ask the desk's documents anything, with sources.
Agents
Work run end to end, handed back for a person to sign.
Automations
Work that starts on a schedule or a trigger, not a reminder.
Browser use
The portals the desk lives in, worked as a person would.
Memory
Precedent from past mandates, carried into the next one.
Modelling
Calculations and schedules you can check line by line.
Chat
Ask the desk's documents anything, with sources.
Agents
Work run end to end, handed back for a person to sign.
Automations
Work that starts on a schedule or a trigger, not a reminder.
Browser use
The portals the desk lives in, worked as a person would.
Memory
Precedent from past mandates, carried into the next one.
Modelling
Calculations and schedules you can check line by line.
How we work
Software is the easy half.
Nobody automates desk-specific work because nobody sits with the desk long enough to learn it. We do that first, then write the software.
Forward deployed, in pairs
A banker who has done the work and an engineer who builds it, staying until it runs.
Single-tenant by default
Your own tenant, in your cloud or ours. Nothing is pooled, nothing trains a model.
Connected to what you already run
SharePoint, Outlook, Teams, the CRM, the data room. They stay the systems of record.
The judgment stays with the banker
Agents prepare and check. Anything client-facing waits for a named person.
Every figure carries its source
Numbers come from the tool your firm validated. Conflicts block rather than resolve.
The work compounds
Every response leaves precedent behind. The desk's memory becomes an asset.
Questions
Before you ask.
How is this different from a horizontal finance AI platform?
Horizontal platforms sell the toolkit and leave your team to build the workflows. The build never finishes, and the licence is charged either way.
We build the workflows for one desk and include the platform. You are buying finished work, not a toolkit.
What does forward deployed actually mean?
A banker and an engineer assigned as a pair. The banker knows where the artifact goes wrong; the engineer builds against that, not a spec.
They stay until it runs on your own documents, which is where most deployments stall.
Where does our data live, and does it train a model?
Single-tenant deployment, in your cloud or ours. Your data is never pooled with another firm's, and it is never used to train a model.
Access is scoped per person and per team, with an exportable audit trail.
Who approves what the agents produce?
Your team, always. Agents do the preparation and surface it for review. Nothing reaches a client, an issuer, or a regulator without a named person approving it.
Once routed for approval an artifact is read-only, so what is approved is what gets sent.
Do we have to replace the systems the desk runs on?
No, and we would rather you didn't. SharePoint, Outlook, Teams, the CRM, the data room, and the desk's own modelling software stay the systems of record.
That boundary is deliberate: client-facing numbers should come from the tool your firm validated.
Our desk isn't one of the three. Can you still help?
Sometimes. The question we ask is whether your work reuses the same evidence graph and approval engine, or whether it needs a new one built from scratch.
If it is close, we can help quickly. If not, we will say so.
See the hours come off.
Watch manual finance desk work run end to end in minutes, then see how Starch
could do the same for you.