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Story/Finance
STORY · FINANCE

Everything asset managementneeds — built from the data up

Trading tools, research, back office — not licensed in. We collect and own Korean and Asian financial data ourselves, then build the tools your firm needs on top of it.

01
AGENTS
Agents built
02
MODULES
Modules composed
03
PACKAGE
Package complete
AGENT · A1
AlphaChat
AGENT · A2
Research DeepSearch
AGENT · A3
News Search
AGENT · A4
DART Filing
AGENTS
MODULE · M1
Company Intelligence
Research collection
News search
Domestic & overseas filings
4 AGENTS
MODULE · M2
Company Analysis
Financial analysis
AI report drafting
3 AGENTS
PACKAGE
READY
Corporate Research
Company Intelligence
4 agents
Company Analysis
3 agents
2 MODULES7 AGENTS
Groups into
Assembles
EXAMPLE

Trading, research, back office — every screen
an asset manager uses, on one data layer.

Trading Desk

System integration, live monitoring, signal detection — a trading desk’s day on a single screen.

  1. 01System integration
  2. 02Live portfolio monitoring
  3. 03Trading signal detection
System integration3 / 3 connected

PMS, OMS and trade data connected into one working environment.

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 firm's tools on top of it.

0.1 · DATA LAYER · OWNED OUTRIGHT

We do not borrow data — we own it

13 domains across 5 countries, collected and refined from the source into a single layer we own. Filings, news, prices, flows, property registers — every tool runs on our data, not licensed data.

0.2 · ONTOLOGY · STRUCTURE

Unstructured data into an institutional digital twin.

Companies, people, events and numbers tied together in a financial ontology — an 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 trading, research and back-office 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 your internal network. Software standards through to data-privacy requirements — every internal compliance and security bar met.

A DAY AT THE DESK

A day on the research desk,
screen by screen

KST · trading day
07:00
Morning briefing
AI summarizes overnight events and filings
09:30
Coverage scan
News and price moves across your watchlist
11:00
Research bench
Test the thesis · compare companies
14:00
Report drafting
Review the AI draft · check the evidence
16:30
Portfolio review
Refresh insight on current holdings
18:00
Weekly report
Generated automatically · shared with the team
INSIDE ONE FIRM

Not eight tools.
Eight modules inside one desk.

A single asset manager runs every module below — trading, research and back office do not drift apart. Same data, same lineage, same signed actions.

01
One data layer

Every module runs on financial data from 5 countries that we collect and own. No dropped terminal feeds, no licensing gaps.

5 countries · owned outright
02
One lineage

Every number on screen traces back to its source event — filing, tick, trade, report. The same hash points at the same row a year later.

Event → action · hash
03
One signed ledger

Approvals, overrides and escalations all land in a single ledger. Replay any date, and export the audit package as one signed bundle.

Sign · replay · export
8 modules · 1 desk
01
Portfolio decision queue
PM workflow · rebalancing proposals→
02
Factor & alpha research bench
Thesis · backtest · ship-or-kill→
03
Pre-trade compliance gate
Concentration · short-sell rules · delegation→
04
Daily P&L attribution
Factor + idiosyncratic · signed→
05
Regulator data room
FSS examinations · evidence on demand→
06
Counterparty & PB review
KYC refresh · exposure caps→
07
Client reporting operations
Letter drafts · cross-checks · sign-off→
08
Trade ops & break desk
Allocation · breaks · settlement tracking→

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.