Financial Services / complete business applications

From filing change
to reviewed client brief.

Connect research, portfolio facts and human decisions in an application that completes the work.

Keep the financial systems you depend on. Build the workbenches, review queues, advisor experiences and client portals around them—with point-in-time context and evidence carried through the process.

Follow the portfolio caseDiscuss your application
PORTFOLIO INTELLIGENCEApplication
FROZIONExecution FabricGoverned from request to outcome
A source changes

New filing.
Relevant portfolio.

Changed language → affected holdings → an assigned investigation

Defined issuer exposure3.8%

Portfolio P-204
USD closing market value
Recorded inputs · as-of time

A reviewable outcomeEvidence → memo → review → brief

The client receives the permitted output.
The case retains how it got there.

01 / The complete application

The analysis is one step.
The work has to continue.

A useful finding still needs a portfolio, an owner, supporting facts, a decision and an appropriate place to go.

When those live in separate tools, people become the connection: carrying evidence into a memo, chasing review in email and reconstructing which version was approved.

Your existing financial architecture

Keep the sources and systems of record.

  • Issuer filings, licensed research and documents
  • Holdings, accounting and portfolio records
  • Client, household and legal-entity references
  • CRM, operational APIs and communication channels
The application you compose on Frozion

Connect the process around them.

Scoped facts and evidence, deterministic calculations, AI assistance, case state, rules, human review and permitted system actions.

Analyst workbench · PM and risk views · Review queue · Advisor workspace · Client portal · Management and audit views

One case can span employees, clients, data providers, service partners and management. Each participant gets the records and actions appropriate to their role.

Explore composite business applications
02 / Follow one decision journey

A filing change becomes
accountable portfolio work.

Follow one case from source comparison to a client brief. Then see what changes when holdings or the approved draft change before publication.

The application carries the financial context and the human work through each step.

Portfolio Intelligence & Risk WorkbenchCase S-104 / Portfolio P-204

The original evidence and reviewed proposal remain eligible through publication.

01 / Notice & compareChange identified

Make the filing change relevant to a portfolio.

A new filing contains changed risk language. The application compares it with the retained source revision and resolves the issuer and security relationships before creating portfolio work.

What people can do

The analyst sees the changed passage, source references and affected issuer, with a place to record whether the change warrants investigation.

What the application carries

Retrieve eligible source material and preserve its revision. Keep extracted or AI-inferred findings distinct from verified records.

Connected case record

Signal S-104 · filing F-17 r2 · prior revision r1 · issuer I-17 · comparison and source references

Next responsibility

Resolve the permitted holdings and the financial definition needed to assess exposure.

02 / Resolve exposureFinancial fact prepared

Calculate a defined exposure from scoped holdings.

For portfolio P-204, issuer market value of $9.5m divided by portfolio market value of $250m gives 3.8% exposure. Both use the same USD closing valuation basis and snapshot.

What people can do

The portfolio manager sees the portfolio, issuer, valuation basis and as-of time alongside the number. Missing or ambiguous definitions need resolution.

What the application carries

Use a deterministic calculation, record the inputs and version, and check freshness for this decision. Reuse the eligible calculated fact across the agent, policy and review.

Connected case record

P-204 · I-17 · holdings H-204 r1 · USD long market value · $9.5m / $250m = 3.8% · fact X-104 r1

Next responsibility

Assemble permitted research and operational facts into a reusable Evidence Pack.

03 / Open investigationAssigned to analyst

Turn the signal into owned, persistent work.

The filing comparison, exposure fact and supporting research become an Evidence Pack associated with the signal. The case has an owner, status, outstanding questions and a next task.

What people can do

An analyst can inspect citations, investigate the concern, request more information or escalate. The case can wait without losing its evidence or assignment.

What the application carries

The case brings together permitted context with each item's source, time and provenance. Its workflow state continues through supported waits and handoffs.

Connected case record

S-104 · Evidence Pack EP-104 r1 · fact X-104 r1 · assigned analyst · investigation state and tasks

Next responsibility

Prepare an internal memo or client-commentary proposal from the eligible evidence.

04 / Prepare the memoDraft for review

Let AI assist the analysis and preparation.

An agent prepares an exposure explanation and commentary draft using the case evidence. The analyst can correct it, follow the citations and resolve gaps before requesting review.

What people can do

Research notes and draft language remain in the internal workspace. The advisor can request an explanation without receiving unrestricted access to every underlying record.

What the application carries

Use the workload’s permitted model or deterministic capabilities. Retain the context, capability version and draft as application artifacts; generated text grants no publication authority.

Connected case record

EP-104 r1 · X-104 r1 · draft D-104 r1 · context and capability references · internal working artifact

Next responsibility

Present the exact draft, supporting facts and intended audience to the authorized reviewer.

05 / Review the proposalReview recorded

Approve a specific brief for a specific audience.

An authorized reviewer considers draft D-104 r1, its financial facts, cited evidence and intended client audience. In this path, that exact proposal is approved.

What people can do

The reviewer can approve, reject or request changes. The analyst and advisor see the decision and any obligations within the same case.

What the application carries

The approval applies to the reviewed draft, portfolio, audience and supporting context. Its reviewer, policy and application references remain connected through any subsequent wait.

Connected case record

Review RV-104 · D-104 r1 · EP-104 r1 · X-104 r1 · P-204 · client audience C-204 · approval recorded

Next responsibility

Recheck current authority, facts, obligations and proposal binding at publication.

06 / Publish & retainPublication confirmed

Close the loop on the permitted client output.

The exact reviewed brief remains eligible. The application revalidates the publication conditions, invokes the configured channel and records its confirmation that the brief was published.

What people can do

The advisor and permitted client see the approved brief. Internal drafts and unrelated records remain outside that experience.

What the application carries

Associate the operation and reported result with the case. A missing or uncertain channel result would remain an unresolved publication task.

Connected case record

S-104 · D-104 r1 · RV-104 · publication PUB-104 · channel confirmation retained · case history preserved

Next responsibility

Inspect the historical case or evaluate application changes without rewriting the original evidence or repeating the publication.

1 / 6

Review and publication do not authorize trading, payments or other financial operations.

03 / What was knowable then

A financial fact needs
more than a value.

“Issuer exposure” needs a portfolio, valuation basis, currency and time. “Current” needs a definition.

Inspect the facts that informed the original case. Later source corrections or calculations appear as new context, preserving the evidence behind the earlier decision.

Retained fact / X-104 r1

3.8% issuer exposure

$9.5m issuer long market value ÷ $250m portfolio market value

Portfolio P-204Issuer I-17USD · closing valuesHoldings H-204 r1
  1. Effective time21 Oct · 16:00

    When the source holdings and valuation apply.

  2. Observed time22 Oct · 08:05

    When that source revision became available to the application.

  3. Computed time22 Oct · 08:07

    When the defined exposure was calculated from those inputs.

  4. Decision time22 Oct · 08:25

    When the reviewer used the recorded fact and context.

Times in UTC, 2026. Temporal meaning, valuation conventions and freshness requirements are defined for the application.

Calculate once. Reuse the eligible fact.

The agent, policy and human reviewer can use the same recorded exposure and inputs. Avoid independent calculations that disagree on scope, time or meaning.

Feature Store

Check freshness before the next consequence.

A retained fact can explain the original decision and still be too old for a new one. Refresh and reassess material changes before proceeding.

Context Assembly

Investigate without rewriting history.

Inspect the source, calculation, context, review and reported outcome. Compare a proposed application change as a separate evaluation.

Historical inspection & replay
04 / Different experiences, explicit scope

Connect the client experience
to the review behind it.

A client can ask a question without deciding which internal records may be disclosed.

Keep portfolio, account, household, legal entity and purpose scope explicit across retrieval, AI assistance, review and publication. Participation in one case does not expose every related record.

Research, portfolio & risk

Investigate with the permitted evidence.

Work with source passages, financial facts, signals and internal notes. Assign work and prepare a proposal while unresolved questions remain visible.

Internal working context
Advisor & authorized review

Prepare and review the exact output.

See eligible portfolio context, the proposed brief, its intended audience and required obligations. Approve, return or request more information.

A decision on a specific proposal
Client experience

Receive the permitted explanation.

View approved commentary and eligible portfolio information. Ask follow-up questions through the same application’s scoped process.

Published material and permitted records
A client question can begin the same process

“Why did my technology exposure increase?”

Associate the client and portfolio, resolve the intended exposure definition, reuse eligible evidence or prepare new context, and route the proposed answer through the required review.

Portfolio and legal-entity scopeExact-proposal review and durable waitsPrivate and approved AI routes
05 / More financial application patterns

Different financial work.
Reusable application services.

Apply the same building blocks to another defined business purpose, with its own financial definitions, review responsibilities and operating boundaries.

Private wealth & advisor intelligence

Put the client relationship in context.

Connect household and account information, portfolio exposure, investment-policy context and research to advisor preparation and approved communication.

From a client question To a reviewed, contextual explanation
KYC / KYB document review

Carry document intelligence into onboarding.

Classify submitted documents, resolve entities, flag mismatches and assemble evidence for the review queue. Distinguish extracted information from verified state and human decisions.

From submitted documents To a reviewable case or explicit exception
Credit & financial document work

Keep the memo attached to its financial basis.

Connect statements, financial ratios, covenant information, analyst adjustments and source evidence to memo preparation and authorized review.

From borrower information To an evidence-backed review package
Financial operations & evidence

Know who authorized each consequential action.

Coordinate account changes, client instructions, publication or payment-related approvals, then inspect the request, authorization, operation identity and reported result together.

From a proposed operation To a controlled result or actionable exception

Application patterns, not claims of packaged products or customer deployments. Sources, supported operations, controls and ownership are scoped for each implementation.

Explore existing blueprints
06 / Define your first application

Start with one financial
decision journey.

Choose recurring work with a recognizable outcome and a team that owns it.

Agree how a complete case works before expanding to more portfolios, participants or operations.

  1. 01

    Name the purpose and participants.

    Define the trigger, owner, expected artifact or operation, external participants and completion criteria.

  2. 02

    Define the financial proposition.

    Identify authoritative sources, portfolio and entity scope, valuation basis, time semantics and required evidence.

  3. 03

    Exercise the operating boundaries.

    Walk through normal review, missing data, a changed proposal, a wait and an uncertain downstream result.

Choose process measures: time to a reviewable case, evidence completeness, review rework and unresolved publication or operational exceptions.

Discuss a financial application
Questions before you start

Fit the application
to your environment.

Keep system ownership, data boundaries and operating responsibilities explicit.

Yes. Existing portfolio, accounting, CRM, document and operational systems can keep their record and transaction responsibilities. The application connects supported interfaces and permitted operations; integration coverage is defined for the use case.

The application defines eligible context, participant scope, review requirements and the publication boundary. A generated answer is a proposal. Where review is required, only the permitted output proceeds after the relevant checks.

Private and approved hosted routes can coexist where the deployment supports them. Eligibility is defined per workload and includes retrieval, context, tools, persistence and evidence as well as the model. Data residency and provider constraints are scoped for the implementation.

Retained source revisions, financial facts, context, policy, review and application references support historical inspection. A counterfactual evaluation is a separate analysis; it does not change the original record or recreate the original financial operation.

These are application patterns built on Frozion’s reusable platform services. The business process, user experiences, sources, integrations, controls and operating responsibilities are defined for your implementation.
From financial information to completed work

Your financial systems.
A connected decision journey.

Build the application around the facts, people, review and outcome your process requires.

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