AI-First Portfolio Intelligence for
Serious Investors
AIDA is an AI-first Investment Operating System built around Operational AI.
It unifies the work of the Portfolio Manager, Analyst, Trader and Risk Manager in one platform — continuously connecting research, portfolio decisions, trading and risk control to reduce complexity, manual workload and fragmented systems while keeping the investment professional in control.
One Daily Check.
Your Portfolio Knows When Action Is Needed.
Why worry about your portfolio when everything is on track?
One daily portfolio check is enough. AIDA turns portfolio monitoring, research, macro awareness and risk control into one clear daily decision workflow.
When all positions perform well (Hold), you can stay out of the market. When AIDA detects Boost, Increase, Reduce or Sell signals, your next priorities become immediately visible.
The Problem
The Three Biggest Challenges in
Running Modern Portfolios
AIDA helps serious investors and professional teams reduce workload, reduce software cost and increase portfolio quality — in one AI-first workflow.
Reduce Workload
Four investment roles in one AI-platform.
- Portfolio Manager, Analyst, Trader & Risk Manager combined
- Less manual work across portfolio review
- Research & AI signals in one flow
- Faster trading preparation & risk control
Reduce Software Cost
Replace fragmented, expensive software.
- AI-Intelligence, -research & -screening
- Macro awareness & decision support
- No more disconnected tool subscriptions
- One cost-efficient platform
Increase Portfolio Quality
Decide with more consistency and discipline.
- AI-rated action signals
- Risk guardrails & bucket allocation
- Macro awareness & model-based logic
- More consistent, disciplined decisions
The Framework
Keep Your Strategy.
Let AI Align the Buckets.
AIDA is configured around your investment profile — including allocation logic, bucket structure, risk limits and portfolio rules. The AI works within that framework to monitor the portfolio, identify relevant signals and support structured decisions.
- Configurable investment profiles and portfolio rules
- Bucket-based allocation aligned with your strategy
- AI-rated signals within defined risk limits
- Macro-aware portfolio guidance
- Guardrails for exposure, drift and discipline
- Execution support with you in control
Manage Workflow
AI-Proposals Shaped by
Your Investment Profile
AIDA generates bucket, stock and ETF proposals based on your configured investment profile, portfolio logic, fundamental data and AI-supported analysis. This helps experienced traders, asset managers and family offices review portfolio changes within a defined strategic framework — with full control over every action.
Every proposal is evaluated through three rating layers, displayed as intuitive speedometer-style:
- General Rating: assesses the fundamental quality and long-term attractiveness of the idea.
- Tactical Signal: evaluates whether the current market and portfolio setup support the proposed action.
- Prediction Score: provides a forward-looking AI score for the expected strength and relevance of the proposal.
Configured Investment Profiles
Define the allocation logic, risk limits, bucket structure and portfolio rules AIDA should follow.
Profile-Aligned Proposals
Receive bucket, stock and ETF suggestions that are generated within your configured portfolio framework.
AI-Supported, Not Autonomous
AIDA uses AI to enhance research, ratings and proposal quality while staying aligned with your defined strategy.
Human Control at Every Step
Review, challenge and refine every proposal before making any portfolio change.
Daily Workflow
From market noise to
one daily decision
If everything is on track (Hold), there is nothing to do. When AIDA detects Boost, Increase, Reduce or Sell signals, you know exactly where to focus.
- 01
Check portfolio
One daily view of your whole book — value, allocation and health.
- 02
Review signals
AIDA flags where attention is needed with clear action signals.
- 03
Understand why
Every signal comes with reasoning from data and AI models.
- 04
Confirm actions
Approve, adjust or dismiss. Orders are prepared, not forced.
- 05
Stay in control
Nothing executes without your explicit decision.
The five action signals
On track. Nothing to do.
High-conviction opportunity — add with priority.
Underweight vs. target — top up toward the model.
Overweight or weakening — trim exposure.
Exit the position.
The AIDA Workflow
One structured path,
two possible outcomes
AIDA replaces the scramble with a single, repeatable sequence — then splits into exactly two clear paths, depending on what your signals show.
Open Portfolio Dashboard
Start the day with one consolidated view of the whole book.
Review Portfolio Health
Strength, resilience and position health at a glance.
Check Action Signals
See which positions are Hold and which need attention.
No Signals. Nothing to Do.
Everything is on track. No portfolio action is required today — and no need to waste time on market noise.
Just take another quick look tomorrow.
Back to Step 1 Tomorrow
The cycle resets. Start fresh tomorrow with Step 1.
New Signal Detected. Let AIDA Guide the Review.
A new portfolio signal appeared since your last check. Review the proposal, understand the rationale and move through the AI Guardrails before deciding your next action.
Understand AI Rationale
Read the reasoning behind each signal in plain language.
Review Risk & Guardrails
Check exposure, bucket limits and guardrail flags.
Confirm or Adjust Actions
You stay in control — accept, adjust or dismiss each action.
Prepare Execution
Turn confirmed decisions into ready-to-review orders.
Why It Saves Time & Cost
Four roles. One system.
AIDA brings the daily work of a portfolio manager, analyst, trader and risk manager together in a single platform — so what once required a full desk can now be run by a single person.
Portfolio Manager
Allocation and model alignment.
Analyst
Research and quality assessment.
Trader
Action prioritization and order prep.
Risk Manager
Exposure and guardrail monitoring.
Four functions, covered end-to-end — without four separate hires.
Platform
One Workflow for the whole desk
AIDA merges the roles of portfolio manager, analyst, trader and risk manager across one connected platform — linking signals, proposals, risk checks and execution into a single portfolio workflow.
Use Cases
One platform, built for serious market participants
From individual traders to family offices — AIDA adapts to how professional portfolios are actually run.
Experienced Traders
- Less screening, clearer watchlists
- AI-rated signals on every position
- Risk-first execution
Active Investors
- One daily check, not constant monitoring
- Portfolio-wide clarity
- Discipline over emotion
Asset Managers
- Scalable oversight of model portfolios
- Client-ready insights
- Mandate & guardrail conformity
Family Offices
- Total wealth clarity
- Multi-entity oversight
- Legacy-aligned risk control
Business Case
Improve operating leverage
with a leaner stack
AIDA helps professional investors reduce operating drag by making portfolio review, proposal evaluation and risk control easier to run inside one structured workflow.
More leverage per decision
Focus review time on proposals, signals and exceptions instead of repeating the same monitoring routines.
Fewer overlapping tools
Consolidate core portfolio intelligence, research and decision support before adding another point solution.
Cleaner operating model
Give teams one structured workflow for review, risk checks and action preparation without removing human control.
Architecture
AI at the Core
of the Architecture
Conventional platforms are built around legacy, manually-driven workflows, with AI often added as an additional layer. AIDA was designed AI-native from the ground up — with a model-independent, multi-model AI architecture at the center. Specialized models work together, validate each other and connect intelligence, data and workflows across the entire platform.
Conceptual architecture comparison — not an official system diagram.
Conventional wealth platforms
Legacy core, human-driven processes, AI often added as a later layer.
AI as an add-on
A legacy, human-driven core with AI bolted on as a later layer.
More silos & handoffs
Portfolios, rules, operations and research sit in separate systems.
Manual coordination at the center
Every decision waits on manual work before anything can move.
AIDA
Built from scratch as AI-native — a Multi AI Model with the AI Server at the center.
Multi AI Model at the center
Built from scratch as AI-native, with multiple AI models in the AI Server at the core.
Shared context across all modules
Copilot, execution, research and risk all build around one AI core.
One end-to-end AI-guided workflow
From proposal to rebalancing, every step stays connected.
Key message: While traditional platforms often add AI to existing workflows, AIDA was built AI-native from day one — combining specialized AI models, structured financial data, deterministic logic and integrated workflows in one architecture.
Quality
Your Portfolio Guard — built around your investment model
Instead of ad-hoc decisions, AIDA applies a consistent, model-driven process — combining fundamentals, AI ratings, bucket diversification and macro awareness into clear guidance.
- Works to defined investment models
- Uses fundamental data as its foundation
- Rates proposals with AI models
- Diversifies cleanly across buckets
- Reacts to macro-market changes
- Produces clear recommendations and next steps
Competitive Edge
A complete institutional
AI guided investment system
beyond just Do It Yourself AI agents
Where structure, intelligence and execution create real confidence
No comparable system on the market. AIDA vs. Claude for Financial Services — product features side by side.
| AI guided Feature | AIDA | Claude FS |
|---|---|---|
| Financial & Investment Research | ||
| Analysis of Reports, Statements & Factsheets | ||
| Structured Company & ETF Quality Analysis | ||
| Stock & ETF Screening | ||
| Integrated Macro & Market Intelligence | ||
| Individual Investment Profile per Portfolio | ||
| Integrated Portfolio Management | ||
| Deterministic Risk & Constraint Engine | ||
| Fully integrated Web- and Mobile trading platform | ||
| Integrated Broker & Order Execution | ||
| Trade management on your servers — full privacy for data & strategies | ||
| Multi-AI Model Architecture — Uses the Best AI-Model for your specific request | ||
| End-to-End: Research → Decision → Order |
✕ indicates no currently documented native product capability. Functionality may still be available through integrations, APIs, MCP, third-party systems or custom development.
I hate pointless market noise.
Let's turn complexity into portfolio clarity.
See how AIDA fits your desk, fund or family office. Book a demo or join the waitlist for early access.
