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Inveto

AI-powered investment recommendation and forecasting platform

Industry:
Fintech
Location:
Australia
Duration:
April 2024 – December 2024
AI-powered investment recommendation and forecasting platform
About the client

Inveto is a financial analytics platform designed for investors who want deeper, faster, and more insightful market intelligence. By combining AI-driven analysis with real-time stock and crypto data, Inveto generates clear, actionable reports that help users understand market movement, anticipate trends, and make informed decisions. Its powerful blend of GenAI and machine learning transforms raw market signals into structured insights, giving users an edge in a rapidly shifting financial landscape.

At the core of Inveto’s business model is a simple and flexible pay-as-you-go system. Instead of locking users into subscriptions, Inveto allows them to top up report credits and use those credits whenever they want to generate analytics. Whether someone needs a quick overview, a deep technical breakdown, or a tailored AI-generated forecast, they can activate only what they need, when they need it. This credit-based approach makes advanced financial intelligence accessible, scalable, and cost-efficient for both occasional traders and active investors.

Business goal or challenge

Inveto approached Globaldev with a clear objective: to strengthen the accuracy, consistency, and profitability of investment decisions made by their users. Their existing process relied heavily on manual research, fragmented market data sources, and subjective interpretation of financial news — all of which slowed decision-making and increased exposure to risk.

To address these challenges, Inveto sought an AI-driven solution capable of:

  • processing historical and real-time pricing data at scale
  • evaluating financial news sentiment and market-moving signals
  • forecasting short- and long-term price trends for various trading strategies
  • generating personalized investment reports based on each investor’s risk profile and goals
  • improving long-term investment performance through automated, data-backed insights

Their business goal was to transition from intuition-based trading to a structured, intelligence-driven approach — one that would enable investors to react faster, reduce risk, and achieve higher profitability.

Solution

To help Inveto achieve these goals, Globaldev developed a fully integrated AI-powered investment recommendation platform that combines advanced machine learning, reinforcement learning, and LLM-driven market analysis.

The system ingests large volumes of historical data, live pricing information, and real-time financial news. News items are processed using ChatGPT-powered sentiment analysis, while supervised models such as linear regression and neural networks predict price movement across multiple horizons. A reinforcement learning loop continuously improves prediction accuracy as more market data becomes available.

These components are unified into a single decision engine that delivers:

  • AI-driven buy/sell recommendations
  • confidence scoring for transparency
  • trend forecasts across various timeframes
  • personalized investment reports aligned with user strategies

With this solution, Globaldev helped Inveto transform a traditionally manual, time-intensive workflow into an automated, data-driven decision-support platform that enhances investors’ ability to make timely, informed, and profitable trading choices.

Specialists provided for Inveto

Globaldev assembled a cross-functional team of 10+ specialists to deliver the platform end-to-end and continue enhancing its value through ongoing development, optimization, and AI model refinement.
AI/ML engineers
Data engineers
Backend engineers
Frontend engineers
Cloud engineers
QA engineers

Implemented features

AI-driven buy/sell recommendation engine with confidence scoring
News sentiment analysis using ChatGPT
Trend forecasting module for multiple investment horizons
Personalized investment reports based on trading strategies
Portfolio data processing across stocks and cryptocurrencies
Automated ML training loop using reinforcement learning
Apache Airflow orchestration for scheduled pipeline operations
Full insight & forecasting dashboard for investors
Video preview

FAQ

What is an AI-powered investment forecasting platform?
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How does the platform generate AI-driven investment recommendations?
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What role does reinforcement learning play in the system?
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How is news sentiment integrated into investment forecasts?
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What key technologies power the Inveto platform?
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How does the system ensure transparency in its predictions?
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How does Inveto’s AI platform improve decision speed for traders?
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What measurable benefits does the AI-powered approach deliver?
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