Solutions

Explore what you can build with KDB.AI

From AI assistants to market intelligence to image recognition and processing, these use cases show how developers are building real-time, explainable AI systems with kdb.ai.

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AI Research Assistant

Build a natural language assistant for financial market trade research

Build a chain-of-thought assistant that retrieves, computes, and explains insights from unstructured sources like SEC filings, internal research, and market sentiment all through a natural language interface.

You can:

Turn unstructured documents into query-able knowledge in seconds
Surface multi-source insights with full citations and audit trails
Compress the research cycle from days to minutes without sacrificing depth

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AI Personalized Portfolio Manager

Modernize portfolio management for wealth teams with explainable AI agents

Design and deploy a real-time, AI-powered assistant that continuously monitors client profiles, portfolio performance, and market data then proactively adjusts allocations, flags risks, and recommends trades.

You can:

Automate portfolio rebalancing based on real-time risk and exposure drift
Embed client preferences, ESG mandates, and risk policies into every decision
Generate explainable recommendations with full audit and rationale

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Real-Time Alpha & Beta Extraction

Surface alpha and suppress beta drift in real time

Build intelligent agents that analyze market structure, detect emerging patterns, and alert on regime shifts, all without relying on labels or lagging indicators. With kdb.ai, you can surface alpha early and react to risk drift in real time.

You can:

Run similarity search across billions of rows in sub-second latency
Detect market regime shifts with shape-based time-series matching
Automate signal detection across multiple assets and timeframes

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Image Processing and Recognition

Turn visual and sensor data into explainable, real-time decisions

Ingest and analyze image streams alongside diagnostics and telemetry from the edge. Whether tracking factory equipment or assets in the field, kdb.ai helps you detect faults, monitor environments, and act decisively on critical signals with visual evidence and timestamped data.

You can: