Research
Diagnose the real question, map the evidence, benchmark the field and validate what matters.
- Data & AI strategy
- Market intelligence
- Experiment design
HCS / 00 Applied Research Studio
From unclear signals
to useful systems.
We turn messy data, hidden rules and emerging signals into systems people can understand, trust and use.
48°51′N2°21′E
08 sec / loop
StrategyData systemsMarket intelligenceAI governanceProducts
HCS / 01 Selected work
Questions worth
building around.
Research is only useful when it changes a decision, a process or a product.
01
Market intelligence · Research
Where is category growth really coming from?
Turning fragmented TikTok Shop data into a strategic view of market structure, creator dependency and emerging demand.
View the field study ↗Signal
+38%
+38%
02
Knowledge systems · Product
Can financial research keep its sources attached?
FinBrief turns scattered documents into structured, traceable and decision-ready financial knowledge.
Discover FinBrief ↗FIN
BRIEF
BRIEF
03
Decision infrastructure · Systems
What happens when hidden business rules become explicit?
Applied data systems that encode expertise, connect entities and make complex decisions repeatable.
Explore the system ↗HCS / 02 Operating method
See the structure.
Then make it useful.
- 01Observe
Start with the system as it is—not as the deck says it is.
- 02Isolate
Separate robust signals from noise, habit and assumption.
- 03Reveal
Make the hidden rule, market mechanism or opportunity legible.
- 04Model
Turn understanding into a method that can be tested.
- 05Build
Ship the interface, pipeline or product that makes it repeatable.
HCS / 03 Capabilities
Think, test,
then ship.
Engineering
Turn the model into reliable pipelines, tools, interfaces and decision infrastructure.
- Applied models
- Data products
- Automation & observability
Products
Package repeatable expertise into focused tools that keep their logic and sources visible.
- FinBrief
- Hocus Lens
- Specialised interfaces
HCS / 04 Current publication
Hocus Scrolls #001
TikTok Shop:
the signals behind
category growth.
A field study on where GMV is created, who captures it and which signals deserve attention next.
ConfidenceHigh / 0.86
Read the Scroll ↗HOCUS
SCROLLS001
JUL 26
SCROLLS001
JUL 26
The signals
behind category
growth.
behind category
growth.
TIKTOK SHOP / FRFIELD STUDY
HCS / 05 About
Founder-led by design. Built with a trusted network when the problem asks for more disciplines.
How HOCUS works ↗HCS / 06 Start here
Bring us the problem that does not fit the standard playbook.
Start a conversation ↗Confidential by default · Direct founder contact · Reply within 2 working days