Financial services & investment | Cognethics
INDUSTRIES · BANKS, ASSET & WEALTH MANAGERS, FUNDS, FINTECH, AND CORPORATE FINANCE.

Put AI to work across finance — and prove every action to an examiner.

The A4 Platform runs your books, your risk, and your deals as governed, AI-native software: agents do the reconciliation, matching, and diligence legwork, a named person signs off on anything consequential, and every action lands on a tamper-evident, SHA-256 hash-chained record built to satisfy an auditor, an examiner, and the board.

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Put an agent on financial services & investment work — the answer arrives with the governed record behind it.

THE PROBLEM IN YOUR SECTOR

AI everywhere, impact nowhere — and an examiner about to ask you to prove it.

Nearly every firm is piloting AI, but most pilots stall at the governance line — the work lives in tools that cannot reconcile, the data is fragmented across systems, and when a regulator asks you to reconstruct a decision, the trail is not there.

AI pilots stall before they reach production: the capability ships without the governance, and a model you cannot document or audit cannot go live in a regulated process.
Your ledger, deal pipeline, models, and documents live in separate systems, so the data that should feed AI is fragmented and siloed — the single biggest blocker to putting agents to work.
One model now has to answer to model-risk validation, EU AI Act high-risk duties, DORA third-party rules, and privacy law at once — tracked in spreadsheets that fall out of date the moment they are written.
When AI touches the ledger, a credit decision, or a deal, it runs outside any boundary you can show an examiner — with no record of what it did, or under whose authority.
ONE GOVERNED RECORD — THE WORK AND THE PROOF TOGETHER

The work and the proof, on one governed system.

Because accounting, risk, deals, and documents run on one permission model and one tamper-evident record, the AI does the work and the evidence accumulates as it goes — so pilots reach production, and every action has an answer when an examiner asks.

An always-balanced double-entry general ledger, with accounts payable that reads each invoice on arrival and three-way-matches it to the order and the receipt — agents do the legwork, a person signs off, and every posting lands on an append-only finance audit trail.
Model and AI risk, vendor and third-party risk, and data-privacy exposure on one shared inventory — so what spans your models, your suppliers, and your data rolls up into a single risk view, not four disconnected ones.
FAIR cyber-risk quantification puts your real exposure in board dollars — the full range of likely losses, not an average — against a risk appetite set once, with a regulatory breach clock that has the SEC filing deadline built in.
The full venture and growth deal lifecycle — stage-gated pipeline, structured diligence, cap-table and multi-method valuation, and fund economics with TVPI, DPI, and MOIC computed live — on the same record as the books behind it.
A treasury and investment desk where agents test multi-strategy portfolios against value-at-risk and stress scenarios in a simulated, paper-trading account — not real money — on resilient, multi-source market data.
Every agent is bound to a named person, capped by a hard dollar-and-scope budget, and stops anything consequential in a human-oversight queue — and each refusal is shown in plain language as proof the guardrails fire.
SEE IT IN THE PRODUCT

The financial services & investment workspace, screen by screen.

Not mockups — the actual product surfaces, every record and AI action on one governed system. Click any frame to see it full size.

BANKING & CASH

Banking and cash on one treasury view

Every account, balance, and cash position on a single governed view.

Cash across every account and how it moves month to month sits in one place — and it is the same record the books are built from, not a spreadsheet reconciled after the fact.

app.cognethics.com/finance/dashboard
THE LEDGER

A governed double-entry ledger

Every journal entry posts to an always-balanced double-entry general ledger where debits and credits tie out on the record.

Agents do the reconciliation and categorization legwork and a named person signs off, so the ledger stays balanced by construction — and every posting lands on an append-only trail, attributable rather than a number someone could quietly change.

app.cognethics.com/finance/journal-entries
ACCOUNTS PAYABLE

Invoices read and matched on arrival

Each vendor invoice is read on arrival and three-way-matched to the order and the receipt — from receipt to approval on one trail.

The intake reads every bill as it lands and matches it against the purchase order and goods receipt, so the legwork is done for you and a person approves before a payment is scheduled — every cost tied back to what it was actually for.

app.cognethics.com/finance/vendor-invoices
THE DEALS

The deal lifecycle, stage by stage

Your venture and growth deals on a stage-gated pipeline — sourcing, screening, diligence, IC review, and term sheet on one board.

Each deal carries its sector, score, and check size and moves across configurable stages with structured diligence, cap-table, and multi-method valuation behind it — so partners see exactly where every opportunity stands, on the same governed record as the fund behind it.

app.cognethics.com/vc/pipeline
MODEL & AI RISK

One inventory for AI and model risk

Every AI system and model your firm runs on a single inventory, each classified by risk and tracked against the obligations you answer to.

A central registry classifies each system into the EU AI Act risk tiers, tracks versioned deployment history, and rolls model, vendor, and privacy exposure into one view — so what spans your models, suppliers, and data is something you can evidence for model-risk management, the EU AI Act, and DORA, not four disconnected spreadsheets.

app.cognethics.com/grc/ai-systems
THE INVESTMENT DESK

A simulated AI investment desk

Agents test multi-strategy portfolios against value-at-risk and stress scenarios in a paper-trading account — simulated, never real money.

Orders are placed and executions tracked on resilient, multi-source market data, with every agent bound to a named person and a hard budget — so you can put AI on the desk and watch exactly how it behaves before a single real dollar is ever at stake.

app.cognethics.com/finance/trading
THE PROOF

Prove every action to an examiner

Every posting, approval, and AI action lands on a tamper-evident, SHA-256 hash-chained record — alter one entry and the chain breaks.

A field-by-field before-and-after trail records who changed what, when, and from what to what on any financial record — so when a regulator or an examiner asks you to reconstruct a decision, the evidence is already there, captured as the work happened rather than assembled afterward.

app.cognethics.com/finance/audit-trail
SAME GOVERNANCE, YOUR SECTOR’S PROOF

Evidence-ready for the frameworks you already answer to.

Financial services runs on the same governed platform — every action on a tamper-evident record, with the controls a regulator, an auditor, and the board expect.

Every posting, approval, and AI action lands on a tamper-evident, SHA-256 hash-chained record — alter one entry and the chain breaks — so you can reconstruct who did what, when, and under whose authority.
It helps you evidence the frameworks your firm already answers to — model-risk management (SR 11-7), the EU AI Act, DORA third-party risk, GDPR, and SOX-style controls — from one shared inventory with the audit trail attached.
Each firm's data is sealed under its own key with two-level tenant isolation, runs on our own infrastructure, and is never used to train AI — and you keep provider neutrality across models, with no lock-in.
FINANCIAL SERVICES & INVESTMENT

See the platform on your sector’s work.

Bring a real close, a live deal, or your AI inventory, and we'll run it on the platform — every figure tracing to its source, every AI action on the record.