Research-driven AI for financial well-being

Where behavioral science meets intelligent finance

Cogninance builds AI systems grounded in behavioral economics research. Our flagship product, FIONA, is an AI financial wellness advisor that helps people make better decisions and build lasting resilience.

Behavioral Economics
PSD2 Compliant
Real-time AI
GDPR & Bank-grade Security
0%
Reduction in financial anxiety
0x
Better savings consistency
0%
Users report improved well-being
0/7
Behavioral monitoring & nudges

A research lab building
AI that understands people

We are a research-driven startup at the intersection of behavioral economics, cognitive science, and artificial intelligence. We don't predict markets — we optimize the decision-maker.

Every system we build is grounded in peer-reviewed research. Our mission is to translate decades of behavioral science into technology that genuinely improves financial lives.

Research-first

Every feature grounded in behavioral economics

Conversational AI

Natural dialogue over static dashboards

Empathetic design

Technology that understands human emotion

Privacy-native

Federated learning, GDPR, bank-level security

Meet FIONA

FIONA is our AI Financial Wellness Advisor — intelligence that cares about your financial well-being. She lives inside your banking app, observes behavioral patterns, detects stress, and delivers timely nudges grounded in science.

Conversational AI Behavioral Nudges FRI Scoring Early Warning Federated Learning
FIONA
Available
Good morning. I noticed your spending pattern shifted this week. Would you like to talk about how things are going financially?
Yeah, I've been stressed. I'm thinking about pulling money from my savings.
Behavioral Nudge
I understand the impulse. Research shows decisions made under stress tend to cost 2-3x more long-term. Let's look at your buffer together before deciding.
Your Financial Well-being score is 847. Your emergency buffer covers 4.2 months. You have room to manage this without touching savings. Want me to show you three options?
Type your message...

Behavioral science, operationalized

Every feature is grounded in peer-reviewed research. We don't predict markets. We optimize the decision-maker.

Dynamic Bias Detection

Identifies present bias, overconfidence, and loss aversion in real-time using NLP sentiment analysis on financial conversations.

Financial Stress Detection

Detects language patterns correlated with financial anxiety, triggering empathetic interventions to prevent panic-driven decisions.

Intelligent Nudging

Choice architecture powered by Thaler and Sunstein's nudge framework. Reinforces habits through low-friction behavioral interventions.

Well-being Trajectory

Forecasts financial well-being 3-12 months forward, shifting mindset from reactive to proactive financial planning.

Cognitive Co-Pilot

Semi-autonomous conversational agent that monitors transactions and initiates de-biasing interventions through natural dialogue.

Adaptive Equity Engine

Adjusts recommendations based on income volatility and employment type. Behavioral insights that work across all demographics.

Real-Time Monitoring

Automatic transaction categorization and instant FRI updates. Know how each financial decision impacts your well-being score.

Privacy-First Architecture

Bank-level encryption with federated learning. Your data stays secure with full GDPR compliance and PSD2 integration.

Early Warning System

Predict potential financial distress 30-90 days in advance. Proactive support before issues become crises.

847
FRI Score

A behavioral measure of financial health

Unlike static risk questionnaires, the FRI is a dynamic behavioral benchmark. It measures how you actually respond to financial stress — not what you say you'd do.

Security

Buffer adequacy, income stability, emergency preparedness, debt trajectory

Freedom

Life choice flexibility, financial independence, career change readiness

Pleasure

Discretionary spending insights, life enjoyment metrics, guilt-free zones

From connection to lasting well-being

Four steps between your current financial habits and lasting behavioral change.

01

Connect via Your Banking App

FIONA lives inside your banking application. She connects via PSD2-compliant APIs and analyzes transaction patterns to build a behavioral profile of your financial habits.

02

Get Your FRI Score

Within minutes, receive your Financial Resilience Index across Security, Freedom, and Pleasure. Understand where you truly stand today.

03

Engage Through Conversation

Receive proactive, empathetic nudges through natural dialogue. FIONA adapts her tone and timing to your emotional state and financial context.

04

Build Lasting Habits

Watch your FRI score improve as behavioral patterns shift. Our AI reinforces positive changes through science-backed feedback loops.

Grounded in behavioral science

Our platform is built on decades of peer-reviewed research in behavioral economics, cognitive psychology, and financial decision-making.

01

Prospect Theory

People feel losses 2x more intensely than equivalent gains. Our system detects loss-aversion-driven decisions and reframes choices to reduce emotional bias.

Kahneman & Tversky, 1979
02

Nudge Architecture

Small changes in choice architecture produce outsized behavioral effects. FIONA delivers micro-nudges at the exact moment of financial decision-making.

Thaler & Sunstein, 2008
03

Financial Well-being Theory

Financial health is driven by behavior, not just income. Our FRI measures perceived security, capacity, and freedom as behavioral outputs.

CFPB Framework, 2015

Ready to rethink financial health?

Join the institutions and individuals using behavioral science and conversational AI to build real financial well-being.