Static models
Equity research relies on static spreadsheet frameworks that do not respond to market changes in real time.
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AIBNKO replaces static spreadsheet models with a dynamic, multi-agentic framework that operates with the precision of a high-performance investment committee - covering 10,000+ global stocks, 24/7, free of cognitive bias.
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Equity research relies on static spreadsheet frameworks that do not respond to market changes in real time.
Recommendations are influenced by market consensus and relationships with company management.
The average time to update a recommendation after a material event is 24–48 hours.
Depth of coverage is fundamentally limited by analyst headcount.
A completely independent framework that goes beyond monitoring global markets and summarizing financial statements - it learns and improves continuously from real-time events.
A dynamic AI framework coordinates hyper-specialized agents for every dedicated equity-research task - data gathering, modeling and valuation at machine speed.
Built to comply with the highest institutional research requirements, from P&L analysis to credit health and cash-flow generation.
Every recommendation is battered against diverse strategies and severe bear-case scenarios before it is ever published.
Specialized agents operate like an investment committee - each rigorously filtering every call against strategies and comparative benchmarks.
Continuous, 24/7 capture of global market data, filings and real-time events.
Agents build P&L, valuation and credit models, refreshed on real time.
Each thesis is challenged against diverse strategies and bear-case scenarios.
Large-scale Buy-Side & Sell-Side report generation and white-label delivery.
Closed-loop monitoring. A continuous performance auditor refines the underlying methodology based on real-world market hits and misses.
| Capability | ![]() |
Legacy platforms Bloomberg, Capital IQ |
Generic AI Claude, ChatGPT, Gemini |
Human analyst |
|---|---|---|---|---|
| Multi-stage AI analysis | Hyper-specialized agents | Limited | Single-pass | Manual |
| Automatic model updates | Real-time refresh | Static | None | 24–48h |
| Closed-loop monitoring | Self-auditing | None | None | Bandwidth-bound |
| Report distribution capacity | +10k stocks | High | Medium | Limited |
| Operating cost | Low · subscription | High | Medium | High |
| White-label solution | Yes | No | No | No |
“AIBNKO is not just a replacement for an analyst team; it is the investment committee of the new era - FASTER, SMARTER, and UNBIASED.”
Zvika Fine, CPA
Launch AIBNKO