CONTACT / Sales + partnerships

Want to solve a financial problem
with Treasurer AI?

ESTIMATE / Project estimate

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Story/Media
STORY · MEDIA

Faster than breaking news:context, already organized

Reporting, research, story production — scattered filings, news and data gathered into one layer, with the tools your journalists use built on top.

Explore Workflow
01
AGENTS
Agents built
02
MODULES
Modules composed
03
PACKAGE
Package complete
AGENT · A1
News Collector
AGENT · A2
Filing Analyst
AGENT · A3
Company Research
AGENT · A4
Article Writer
AGENT · A5
Report Builder
MODULE · M1
News Intelligence
Company news collection
Industry trend monitoring
1 AGENTS
MODULE · M2
Company Research
Filing analysis
Company analysis
2 AGENTS
MODULE · M3
Report Generation
Article drafting
Report generation
2 AGENTS
PACKAGE
READY
Market Intelligence
News Intelligence
1 agents
Company Research
2 agents
Report Generation
2 agents
3 MODULES5 AGENTS
Groups into
Assembles
EXAMPLE

Reporting, production, publishing — every screen
a newsroom uses, on one data layer.

Trade

Automated into the shape the trader wants, delivering market and holdings data in real time.

treasurer · trading desk
LIVE · Market|
PMS·EnfusionOMS·FidelityNYSE·FIX● UP
NAV $ 482.6M · Day +0.84%
#1GameStopGME
28.40
ReversalVol 38.2×+27.50%
#2RivianRIVN
14.20
NeutralVol 31.4×+12.60%
#3PalantirPLTR
31.50
AcceleratingVol 27.9×+18.30%
#4SoFiSOFI
12.80
NeutralVol 25.1×+8.10%
#5AMCAMC
6.05
NeutralVol 24.0×+9.40%
#6LucidLCID
3.10
DeceleratingVol 22.3×-7.20%
HOW WE BUILD IT

We build the data first, not the tool.

Most solutions put a screen on top of someone else's data and models. We own the data layer, and build your newsroom's tools on top of it.

0.1 · DATA LAYER · OWNED OUTRIGHT

We do not borrow data — we own it

Filings, news, prices and archives collected and refined from the source into a single layer we own. Every reporting tool runs on our data, not licensed data.

0.2 · ONTOLOGY · STRUCTURE

Unstructured data into a digital twin of the newsroom.

People, companies, events and statements tied together in a news ontology — an archive asset that deepens as it accumulates.

PR · #284ready
apps/
pms/
·rebalance.pyM
·policy_gate.pyM
tests/
·test_gate.pyM
lineage/
·writer.py
+146 / −38 · 4 files
harden policy gate · raise cosign pathsha 6c91…ab
12@@ apps/pms/policy_gate.py @@
13 def evaluate(plan, ctx):
14- if plan.notional > 5_000_000:
15- raise PolicyBlock()
16+ if plan.notional > ctx.limits.notional:
17+ return Gate.require_cosign(plan)
18 return Gate.ok()
ci · passcoverage · 94%risk · low
Reviewers · your side first
Y
yujin · quant
owner
M
minho · pm
code
T
treasurer / ax
pair
Squash & merge · your hand on the trigger
0.3 · REUSE · 10× FASTER

Once the first AX lands, everything after is 10× faster

We do not rebuild reporting, desking and publishing workflows from scratch each time. Modules and ontology built once get reused, so new tools ship 10× faster than conventional development.

0.4 · SECURITY · COMPLIANCE

We meet your security and compliance standards as written

Private VPC, isolated deployment and network separation put it safely inside the newsroom network. Software standards through to data-privacy requirements — every internal compliance and security bar met.

A DAY AT THE DESK

A day in the newsroom,
screen by screen

KST · publishing day
07:00
Morning items
AI summarizes overnight filings and foreign news
09:30
Intraday detection
Live alerts on sharp moves and unusual filings
11:00
Reporting research
Cross-checking archive against data
14:00
Story drafting
Review the AI draft · verify sources
16:30
Desking
Fact-check · automated copy-editing pass
18:00
Publish & report
Published automatically · performance tallied
INSIDE ONE FIRM

Not eight tools.
Eight modules inside one newsroom.

A single financial media outlet runs every module below — reporting, production and publishing do not drift apart. Same data, same sources, same verification record.

01
One data layer

Every module runs on filing, price and news data we collect and own. No dropped external feeds, no licensing gaps.

5 countries · owned outright
02
One lineage

Every number in a story traces back to its origin — filing, price, press material. You can reopen the same source a year later.

Event → action · hash
03
One signed ledger

Desking, edits and corrections all land in a single ledger. Reproduce a story exactly as it stood at any moment, and export the evidence bundle in one go.

Sign · replay · export
8 modules · 1 desk
01
Live item detection
Sharp moves · unusual filing alerts
02
Filing source reading
DART · key sentence extraction
03
Story archive search
Past coverage · context links
04
Fact-check assist
Figures · quote source matching
05
Story draft generation
Source citation · lede suggestions
06
Desking & copy-editing
Style · automated sentence review
07
Publishing & distribution
Per-channel publishing · status tracking
08
Performance reporting
Views · referral traffic, tallied automatically

Design the package that fits your firm,
together with Treasurer.

Through a free PoC or a project quote, we propose the AX direction that suits your organization.