The route to a signature
The chase between desks
The Monday meeting
This is not a people problem. The shape is the ceiling, and hiring cannot raise it.
The work
We build agents for the functions that run the business. These six come up most.
The label on each one is the function that owns it. The first half of each paragraph is the job today. The second half is the job running.
CREDIT AND UNDERWRITING
The committee memo
A file lands, someone assembles the pack, spreads the financials, and the committee waits for the memo. The pack is pulled, spread and checked against policy as it arrives, and the memo is drafted and held for the committee’s signature.
ONBOARDING AND COMPLIANCE
The counterparty file
The licence, the registry extract and the UBOs are collected and checked, and everything downstream waits on the approval. The file is assembled and screened as documents arrive, what is missing is chased, and the approval is held for the person who signs.
FINANCE AND TREASURY
The payment run
The statement, the system and the payment list disagree, and someone explains every line before anything is released. Records are matched as they update, the run is assembled against your thresholds, and release waits for a signature.
REVENUE OPERATIONS
Lead to proposal
A request comes in, someone prices it against the exceptions one person knows, and the proposal goes out when there is time. The proposal is drafted in your format as the request lands, priced inside the rules you set, and followed up on a schedule.
FUND AND INVESTOR OPERATIONS
The investor report
The figures come out of systems that disagree, and the pack is assembled late by the person who signs it. The pack builds itself on your schedule, every figure carries the page it was read from, and it is held for the signature.
DOCUMENTS AND DEALS
The data room
Someone reads what there is time to read, and what was missed surfaces after signing. Every document is read, checked against your positions, and the exceptions come back cited to their page.
Nothing here waits for someone to remember. These are not the only six. If the job in your head repeats, and the calls behind it can be encoded, it gets built the same way, and nobody has to ask whether it was done.
The engagement
Most of what your business runs on was never written down. Writing it down is the first thing we do, and the agents run it from there.
Phase 01 · The AI audit
We map what actually happens
We sit with the people who make the calls, including the parts that are not in the SOP. You get it timed and costed.
Every step timed and costed
The exceptions named, including the customers who are one
A spec you can take elsewhere
Phase 02 · Build
The data layer first, then the workflows
Before anything can run, one layer has to read every system the work touches and keep it current. That is the first build and it is most of the engineering. The agents that do the work sit on top of it.
The data layer before the agents
What runs, on what trigger, into which system
What it does when it cannot be sure
Phase 03 · Run
We keep it running
We watch it and we extend it as the work changes. Failures are ours to catch and ours to fix.
Watched, with exceptions routed to a person
Extended as the work changes
Failures reach us before they reach you
The compound effect
An AI native operation does more every month, and nobody works longer for it.
Standard applied to every file
Files checked by sample
Every correction you make becomes a rule, and it applies to every job after it. The second workflow stands on the first, and the next part of the business starts higher than the last.
Your best person, on every file
The judgment that sits with one person reaches the files that person has time for. Encoded, it reaches all of them.
It does not keep office hours
Work moves in shifts, and every extra person adds a handoff. Encoded, it runs through the night and the weekend.
Speed you can win on
The biggest step in most jobs is the one where nothing is happening. Take the waiting out and the work reaches the customer while the decision is still live.
Extra headcount to run the work
What has to exist first
We build the layer that knows how your business actually works.
A product you buy has the same features for everyone and no idea what your systems hold. This one is built from what yours actually hold, and it goes in before any agent does.
Data Layer
The data layer
Everything the job touches, read into one layer that stays current.
WHEN IT STARTS
A pack arrives
WHILE IT RUNS
It retries, then it stops
WHEN IT ENDS
Release or return
Running
Workflow orchestration
The whole job, first step to last, with the handoffs between agent and person.
The schedule fired
The new statements read
Payments matched to invoices
This week’s report built
One number left with you
It runs without being asked
A document lands or the schedule comes round, and the work is already underway.
Task
Router
Anthropic
GPT
Kimi
DeepSeek
GLM
Model routing
Cheap models read, expensive models judge, and the bill shows which did what.
Integration
The result arrives where your team already works, not in another tab nobody opens.
a scanned pack with no text layer
a proposal revised three times over WhatsApp
a payment run with one line already part-paid
a UBO chart that arrives as a photo
a fee schedule with the tiers in merged cells
an ERP nobody has the password to
a licence that expires before the file is approved
the four customers who are an exception
a shared drive where nobody agrees which folder is current
a bank that changed its statement format overnight
a figure that has to be cited to its page
a limit one person waives on a call
a pack where two documents disagree
the step that waits three days for one reply
a spreadsheet named after the person who built it
an export nobody on the team has ever run
the cash position rebuilt every Monday from five files
The boundary
We put a mechanism behind every promise we make.
Your timezone
WhatsApp, not a form
Written down first
When it breaks at 2am, that is ours
Every workflow is monitored and the alert reaches us before it reaches you. You are told what failed, what happened to the work that was mid-flight, and what changed.
You own it. No seat bill
Your credentials and your data stay in your accounts. The runbook and the workflows are yours from the day we start, not at handover. No licence, and nothing billed per seat.
Nothing goes out unsigned
Every agent has a line it will not cross alone. You set where the line sits, and what stops there goes to a named person with the work attached.