Valuation layerIs the price fair?
Support78%AI-powered investment intelligence
We do not just analyze your portfolio. We understand it.
BLS Prime uses a multi-layer transformer structure to read market data, weigh evidence, and turn complex portfolio signals into a clear next action.
How to read it
- Data
- Layers
- Decision
Decision enginePowered by multi-layer transformers
Live exampleClick any layer to inspect it
Final decision
Reduce risk. The rebound is still too fragile.
The layers disagree on valuation, but the attention layer gives more weight to risk, crowded flows, and your policy rules. The system stages a smaller action instead of a broad add.
Final callReduce
Confidence72%
Action statusStaged
2. Attention layers
The model finds what changed the decision.
In human terms: it pays less attention to noise and more attention to the few signals that actually change what you should do.
3. Layer outputs
Specialist layers test the same move.
Risk layerWhat can break first?
Warn62%Macro layerIs the regime helping?
Neutral55%Flow layerAre buyers real or crowded?
Warn71%4. Aggregation
Consensus forms only after the layers are weighted.
Valuation22%
Risk19%
Macro16%
Flow13%
5. Action plan
What the decision becomes in the real portfolio.
TrimReduce the fragile winner first
-1.5%WaitDo not add broad risk yet
24hReviewRe-run when flow and repair agree
NextTransformer operating model
Signals become decisions through layers.
No finance background needed. Each layer has a simple job: collect the evidence, find what matters, stress-test the disagreement, combine the views, and show the action.
The workspace reads many signals at once, then lets the important ones carry more weight.
Specialist layers test valuation, risk, macro, flows, and your own rules before a call is made.
Instead of showing every number, BLS Prime highlights the signals that changed the decision.
The final answer comes with the layers, weights, rule check, and next step that produced it.
Research layers
Many analytical layers. One accountable answer.
The system does not ask one model for an opinion. It routes the decision through layers for valuation, risk, macro, flows, and policy, then shows why the final call won.
BLS Prime
Move only when the layers agree enough.
Set your rules once, let the layers review every decision, and keep a record of which signals, weights, and checks led to action or restraint.