“Flows between investment funds, driven by the mandates of their principals, generate momentum and subsequent reversal in asset prices.”
Grounded · Guided · Governed
A knowledge engine that draws every answer from a corpus you curate, reasons through the framework you choose, and ties each claim to the exact passage it came from.
Model-agnostic underneath · your corpus is never retained or used to train anyone's model.
Scroll to see itThe position · why we exist
Trained on the weight of published opinion, it reverts every question to the mainstream — flattening the hard-won, non-consensus expertise that specialists are actually paid for.
Quaestra answers only from a corpus you curate, reasons through your framework rather than the mainstream one, and ties every claim to the exact passage it came from. Your edge gets a fair, fully-evidenced hearing.
Most analysts expect markets to revert toward efficiency over time. Short-term dislocations occur, but the consensus holds that prices broadly reflect available information and that mispricings are arbitraged away. A neutral, diversified stance is typically advised.
No — and assuming it will is the mistake. Delegated asset management opens a structural wedge between price and fundamental value Because mandates tether managers to a benchmark, capital flows amplify mispricings instead of closing them The dysfunction is self-reinforcing, not self-healing; it persists until the incentive structure itself changes
“Flows between investment funds, driven by the mandates of their principals, generate momentum and subsequent reversal in asset prices.”
“The principal–agent relationship at the heart of delegated management pushes prices away from fair value — and keeps them there.”
“The wedge is structural: absent a change in delegation incentives, the mispricing does not arbitrage away.”
What it is
It uses the language model as a tool — for comprehension, not as a source of truth. Truth lives in the corpus and the citations. Judgement stays with you.
Point it at the documents you trust — and nothing you don't. Access-controlled, audited, yours.
Define the expert framework a question should be reasoned through — your theory, not the textbook's.
Every answer arrives with each claim tied to the exact passage behind it.
Open the source passage inline. Trust the answer because you checked it — not because it sounded fluent.
Every answer drawn from a corpus you curate; every claim tied to the exact passage it came from. Verify in a click, not on trust.
Each question answered through the right expert framework — so a minority view is reasoned from on its own terms, not drowned out by the consensus the model absorbed in training.
Your corpus stays yours: access-controlled, audited, and never retained or used to train anyone's model.
Guided is the edge. Grounded and governed are the price of entry — done properly.
Who it's for
It began in institutional finance — where a contrarian thesis lives or dies on its sources. The engine is the same wherever expertise means reasoning from a chosen point of view, with evidence you can stand behind.
A thesis the market hasn't priced — argued from the research you trust.
An argument grounded in the exact authorities — every cite traceable to the passage.
A reading the guidelines haven't caught up to — sourced to the literature you stand on.
A hypothesis against the textbook — reasoned through your own framework.
A position the orthodoxy resists — given a fair, fully-evidenced hearing.
A call the room won't make — backed by the documents in your data room.
Swap to better models as they ship; your sources and framework stay put. You're never locked to one provider.
Your corpus is never retained or used to train anyone's model — including ours.
Each statement links to its exact passage. Verify in a click — not on trust.
Bring your corpus. Keep your edge.