115 people from 91 firms held a
place; 5
firms paid for the
evening, so no one in the room had to.
3 June 2026Harvest GroupeParis
Organised by
Who was in the room
115people held a place
91distinct firms
23speakers on stage, from 22 firms
Roster, not a door count. Paris predates first-party registration, so nobody was scanned on
arrival: 115 people held a place, and we do not claim
115 walked in.
115 registered · 1 excluded · 114 described. The record taken out
is
1 duplicate registration. Every figure below describes the remaining 114.
Attendees are only ever removed as duplicates, as our own or a host's
staff, as records that are not people, or as records carrying no
employer at all — never for being the wrong kind of attendee, and
never for which firm they work for.
32 of the 91 firms on the roster employ
1,000+ people or sent
2 or more of their own. Those are the ones
named here; the rest of the roster is not published. A count beside a
mark is how many of that firm's people were on the roster — firms that
sent one are unlabelled.
What kind of firms
Held a place115
Excluded from this report−1
Described here114
Named no employer−3
Named an employer111
No firm type held−3
Firm type on record108
The base. 108 of 114 people on the roster
(95%) work for a firm whose type we hold, and
every share below is quoted over those 108 — never
over 114.
The room
n = 108 classified attendees
Buy-side2422%
Sell-side98%
Technology & data4441%
Other sectors3129%
The stage
n = 22 speaker
firms
Buy-side523%
Sell-side314%
Technology & data1359%
Other sectors15%
Buy-side is capital being deployed; sell-side is capital being
intermediated; technology & data is what both of them buy.
The room is counted in people, the stage in firms — the two
rings share a definition, not a base.
22% buy-side — 24 of the
108 classified attendees:
Asset management — 19 people from 17 firms; PE — 2 people from 2 firms; Hedge fund — 1 person from 1 firm; Sovereign wealth fund — 1 person from 1 firm; VC — 1 person from 1 firm.
Asset management1917 firms
PE22 firms
Hedge fund11 firm
Sovereign wealth fund11 firm
VC11 firm
Bank87 firms
Investment bank11 firm
Fintech1815 firms
Data provider116 firms
AI / ML86 firms
Tech77 firms
Consulting1410 firms
Insurance44 firms
University43 firms
Advisory32 firms
Research21 firm
Agency11 firm
Automotive11 firm
Events11 firm
Other11 firm
20 firm types across the 108 classified
attendees, grouped by side and drawn against the largest single type.
Bar colours are the four sides above.
The programme
15sessions
23confirmed speakers
22speaker firms
3h 55mof sessions
Talk1h 20m22%
Demo1h 15m21%
Networking1h 10m19%
Panel1h 10m19%
Break, Ceremony1h 10m19%
19 scheduled items over 6h 05m door to
door, split by item type. The 15 that count as content —
everything but the breaks and the networking hour — account for
3h 55m of it.
25m
Arrival & Registration break
5m
Opening Remarks ceremony
1 spk
20m
Industry Talk: Decomposing, Forecasting & Trading Inflation — Using Machine Learning & Alt Data talk
1 spk
15m
Demo 1: The end of the wealth management advisor — or the beginning of their revolution? demo
1 spk
10m
Demo 2: Leveraging AI to drive Advisor efficiency and client engagement demo
1 spk
20m
Industry Talk: Machine Learning and AI at EvarInvest AM talk
1 spk
10m
Demo 3: Databricks & Neuralk demo
2 spk
20m
Industry Talk: Reading Microstructure with Temporal Fusion Transformers talk
1 spk
20m
Networking Break break
20m
CBOR and Semantics — a recipe for AI-ready client insights talk
2 spk
10m
Demo 4: Aisot Technologies demo
1 spk
10m
Demo 5: Zanista AI demo
1 spk
40m
Panel 1: Wealth Management x AI panel
6 spk
15m
Networking Break break
10m
Demo 6: Linkup demo
1 spk
10m
Demo 7 — Virgo: A Purpose-Built Language Model for Autonomous AI Agents demo
18 photographs published for this event — the first is
the one at the top of this page. These are the same files the public
gallery serves, so every frame can be checked against finteda.com/gallery.
Who backed it
23 organisations put their name to this
evening. 5 of
them paid for it; that is why the
115 people above paid nothing.
Sponsors 5
Databricks
Aisot Technologies
Linkup
Zanista AI
Neuralk
The firms that sponsored this
evening. Each mark is the firm's own artwork and links to its own site;
where we hold no mark the tile is set in type.
No sponsorship package is recorded against
any of them, so this
report says what they backed and not what they bought.
Partners 4
Organised by1Finteda
Contributors13FinciteFactSetHSBCTurnleaf AnalyticsAiviqQuantum SignalsDeutsche BankBerenbergRAM Active InvestmentsLEIW | Luxembourg Enterprise for Investment and Wealth ManagementEvarInvest AMLinqAlphaQuant AI Lab
Taken from Finteda's own systems when this page was generated. Nothing
on it is a target, a projection, or carried over from another event.
Excluded — 1 of the 115 are not described here:
1 duplicate registration. The counts above are over the remaining 114. No attendee can be removed for who they are, or for which firm they
work for.
Buy-side — capital being deployed, not intermediated:
Hedge fund, Asset management, Pension fund, Family office, Sovereign wealth fund, PE, VC.
How these numbers were counted
Roster — attendee records held for this event, deduplicated per person.
Excluded — 1 of the 115 roster records
is not described here: 1 duplicate registration.
The counts above are over the remaining 114. An attendee may be removed only as a duplicate of another record, as
Finteda's own or a host's staff, as a record that is not a person — a
shared mailbox or an import artefact — or as a record for which no
employer was ever captured. There is no reason available for removing
a genuine attendee because of who they are; the employer reason names
an EMPTY field and never a firm, so no attendee can be removed over
which employer they have. Every removal is recorded against the person
who made it. Where an exclusion applies it applies to THIS event only.
Distinct firms — unique employers on that roster, case- and
punctuation-insensitive, after three corrections applied by rule rather
than by hand. A trailing legal form or generic descriptor (Ltd, SAS,
GmbH, "Technologies", "Group", "Holdings", "International") is folded
onto the parent name, so one firm written two ways is counted once.
Words that genuinely distinguish two entities — Capital, Partners,
Management, Global — are never folded. A trailing qualifier describing
the person rather than the employer ("— Student", "— Intern") is
dropped. And an answer that states an employment status or a stage
instead of naming an organisation is not counted as a firm at all;
those people stay in every other number on this page, because they
attended.
The firms named above — every firm on the roster whose company
record reports 1,000 or more
employees, or that sent 2 or more people to this
event. 32 of 91 qualify. Each is named as its company
record spells it, which is also where its logo, headcount and website
come from; where we hold no logo the tile is set in type, and where we
hold no website it is not a link. Firms below that line are
not published, and no attendee is ever named, titled or counted
individually on a shared copy of this page.
Firm type — the employer's company record, matched by CRM link or
exact name. 108 of 114 attendees resolve to a record
carrying one; of the 6 that do not,
3 named an employer we hold no type for and
3 named none at all. That second group is the
ceiling rather than the shortfall: a roster row naming no employer can
never be classified by anyone, so 111 is the most that could
ever have been reached here, and 108 of those
111 were.
Buy-side — capital being deployed, not intermediated:
Hedge fund, Asset management, Pension fund, Family office, Sovereign wealth fund, PE, VC. No other type counts, whether or not it appears in
this room; banks, investment banks, brokers, exchanges, market makers and
vendors are counted out.
The four sides — a regrouping of those same firm types, not a
second classification of the same firm. Every type lands in exactly one
side and the four are exhaustive over the classified base, so the shares
add back to it. Sell-side is Bank, Investment bank, Private bank, Broker, Exchange, Market maker, Trading. Technology & data is Fintech, Tech, Data provider, AI / ML. Other sectors is every remaining type — consulting, insurance,
academia, regulators and the public sector among them: real parts of this
room, and none of them a buyer, an intermediary or a vendor. It is named
for the SIDE and not for the firm type also spelled "other", which is one
of the types inside it.
The stage — speaker firms are counted the same way attendee firms
are, so two speakers from one firm are one firm. 22 firms
put someone on this stage and 22 of them carry a
type; the stage figure is drawn over those 22, in
firms, against a room figure drawn in people. The two share a definition,
not a base.
Not reported — seniority and home city. 2 of
114 attendee records carry a seniority value and
43 carry a city, which is too thin a base to describe
either, so this report describes neither and names no value for them. 112 do carry a job title, but bucketing
titles into seniority would be a classification we invented rather than
one we hold.
Speakers — confirmed only; proposed and declined names are excluded.
Backers — each organisation appears under the role the CRM recorded
for this event, and sponsors are grouped by the package recorded against
them. The tier name and its entitlements are quoted from that record; none of the sponsors on this event has one, so
the section names who backed the evening and states that what they bought
is not recorded — it is never inferred from a logo or from the order the
marks appear in. No amount appears on this report. Marks and links are the company record's
own, resolved exactly as the firm wall above resolves them.
Sessions — agenda items excluding registration, breaks and networking.
Durations are as SCHEDULED and were never observed, so no figure here
claims when anything actually started; the allocation bar splits those
scheduled minutes by item type, and its segments sum to the door-to-door
total.
Photographs — the published gallery for this event, served from finteda.com.
Every report we send is built from the same query as this one. If a
number here does not survive your checking, tell us — that is the only
kind of correction this document takes.