Economic intelligenceSource-backed01

Evidence-backed economic intelligence for financial decision-making.

Provarion helps financial decision-makers understand how portfolios, markets, companies, macro forces, filings, news, and risks connect.

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SYS: ANANKEGRAPH: EVIDENCEMODE: ANALYTICALBUILD: ADVISORX:042 Y:118N-02RatesMACRON-03FilingsSOURCEN-01PortfolioCLIENTN-06Cash FlowENTITYN-04EnergySECTORN-05CreditRISKFO_SRC:04MA_SRC:03MA_SRC:07AD_SRC:01CO_CONF:0.82TRA_TRACE:YESENTITYRELATIONSHIPREL-042PortfolioRatesEXPOSED_TOFilingsSource packetDERIVED_FROMEnergyCash FlowAFFECTSCreditScenario riskCORRELATED_WITHEVIDENCEPACKETSEV-118PCKT-17CONF 0.86Filing entity matchPCKT-22CONF 0.82Macro exposure framePCKT-31CONF 0.74Advisor review notePROPERTYTABLEPT-009TIMESTAMPT+00:42SOURCES14UNCERTAINTYVISIBLEADVICE MODEOFF

Problem

Finance does not need another disconnected dashboard.

Financial professionals already have data, charts, news, PDFs, filings, client portfolios, research notes, and market alerts. The hard part is connecting what matters.

What is this portfolio really exposed to?
Which market events matter to this client?
Which relationships are supported by evidence?
What changed, and why does it matter?
What is signal, and what is noise?

Source graph

What Provarion connects.

The intelligence problem is not a lack of inputs. It is the absence of a structured layer that connects them into financial context.

NODE-01

Portfolios

NODE-02

Issuers

NODE-03

Sectors

NODE-04

Macro series

NODE-05

Filings

NODE-06

News

NODE-07

Risks

NODE-08

Client workflows

NODE-09

Scenarios

NODE-10

Explanations

Ananke

Ananke powers the intelligence layer.

Ananke turns raw financial inputs into a structured system of entities, relationships, evidence, exposures, scenarios, provenance, and reasoning.

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Inputs

SRC
Portfolios
Issuers
Sectors
Macro series
Filings
News

SYS: ANANKE

Intelligence layer

Entity registry
Ontology
Evidence graph
Exposure engine
Scenario engine
Provenance
Evaluation
Reasoning

Product surfaces

OUT
Metis
Themis
Kairos
Nemesis

Workflow

From fragmented inputs to advisor-ready intelligence.

Provarion is built for financial workflows, not generic chat. Portfolio context, economic relationships, source evidence, and communication boundaries are part of the system design.

STEP 01Data inputs
STEP 02Entity resolution
STEP 03Evidence graph
STEP 04Exposure analysis
STEP 05Scenario framing
STEP 06Advisor-ready explanation

Metis

Client-ready portfolio intelligence for modern advisors.

Metis helps advisors turn portfolios, market events, exposures, and scenario risks into advisor-ready explanations and client review packets.

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01

Client portfolio

02

Exposure analysis

03

Market relevance

04

Scenario risks

05

Advisor-ready explanation

06

Client review packet

Product family

One intelligence layer. Multiple financial workflows.

Provarion's product family turns the same source-backed intelligence layer toward advisor, investor, market, and integrity workflows.

Intelligence layer

SYS / ANANKE

Ananke

The ontology, evidence graph, data, exposure, scenario, provenance, and reasoning layer beneath Provarion.

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Advisor intelligence

SYS / METIS

Metis

Wealth management intelligence for portfolio exposure, market relevance, scenario risk, and client review workflows.

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Investor intelligence

SYS / THEMIS

Themis

Everyday investor intelligence for understanding holdings, hidden exposure, ETF overlap, concentration, and market-event relevance.

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Market intelligence

SYS / KAIROS

Kairos

Commercial market analysis for regimes, sector shifts, company positioning, competitor movement, and economic timing.

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Integrity intelligence

SYS / NEMESIS

Nemesis

Market integrity intelligence for suspicious activity, abnormal behavior, manipulation risk, and investigation workflows.

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Guardrails

No intelligence without evidence.

Provarion is designed around traceability, provenance, uncertainty, and financial-advice boundaries.

G-01

Traceable outputs

Source, method, timestamp, confidence, and uncertainty stay visible.

G-02

Structured reasoning

Models explain over structured intelligence; they do not create financial facts.

G-03

Evidence boundaries

Unsupported relationships, prices, risks, or recommendations are out of bounds.

G-04

Advisor-safe language

Communication support respects compliance-sensitive boundaries.

G-05

Uncertainty-aware

Uncertainty is shown as part of the intelligence, not hidden behind fluent text.

Team

Built for evidence, workflow, and trust.

Provarion is being built by a team combining financial ambition, market-practitioner insight, and product discipline.

TEAM-01

CEO

Rocco Stoney

Ross School of Business student focused on building Provarion into an evidence-backed economic intelligence company for financial workflows.

TEAM-02

CPO

Jake Szczechowski

Professional quantitative intraday trader focused on market structure, workflow design, and translating complex trading intelligence into usable product systems.

TEAM-03

CFO

Cooper Donovan

Ross School of Business student focused on finance, operating discipline, capital planning, and building Provarion's commercial foundation.

Advisor pilot

Join the advisor pilot.

Provarion is beginning with wealth management workflows. Advisors, investors, and partners can reach out below.