Analyst
Coverage without the grind. Screens, price forecasts, filings and comps in seconds — cited, not linked. More names covered, deeper on each one.
They know the world.Compass knowsyour book.
A conversational AI copilot for analysts, PMs and CIOs — research, forecasting, optimization and your firm’s knowledge in one thread.
Helping hedge funds and institutional investors better assess opportunities, manage risk, and improve portfolio decision-making.
Enhancing human decisions with machine intelligence
PredictNow.ai combines large-scale financial data, quantitative research, and advanced machine learning models to uncover risk signals and generate actionable insights for investment professionals.
Rather than replacing human expertise, PredictNow.ai strengthens existing investment workflows by helping teams identify patterns, evaluate risks, and make better-informed decisions that may be difficult to identify through traditional analysis alone.
Compass vs. General Chat
More than a chatbot. Built for investment professionals.
| Feature | Compass | General Chat |
|---|---|---|
 Knows your book | Compass Positions, mandates, internal research and textbooks — inside your perimeter, with per-desk entitlements. | General Chat Starts every session from zero; your holdings and notes are uploads. |
 Quant Tools, Not Just Words | Compass Deterministic, point-in-time tools: forecast, ranking, optimization, regime, True North. No LLM in the scoring path. | General Chat Language only — no forecasting, ranking or optimization models. |
 Wired By Configuration | Compass Any internal REST API becomes a tool from a JSON spec, at runtime. No servers to build, no new connections. | General Chat A connector or MCP server per system — each one a new network path. |
 Governed By Construction | Compass Mandate & restricted-list gate in the graph, every number grounded, approval checkpoints, append-only audit. | General Chat Logs prompts, not decisions; no mandate gate. |
 Testable, Not A Black Box | Compass Full trace behind every answer — golden sets, replay, drift detection. Model upgrades measured before the desk sees them. | General Chat No view of tool calls or parameters; model versions change silently. |
Built for EveryInvestment Professional
Different roles. Same goal — better decisions.
Portfolio Manager
From question to decision. Regime, ranking, optimization and what-ifs inside one thread — every decision recorded with its reasoning.
CIO
The whole house, one view. Cross-fund exposures, crowding and forgone alpha on demand — with an audit trail behind every answer.
What CompassIngests
The sources behind every answer — cited, with provenance.
Internal Data
Positions, models, meeting notes, the firm’s own research memos.
Reference Textbooks
A curated shelf, cited by chapter.
Research Reports
Sell-side and internal, summarized with provenance.
Market Data
Prices, yields, spreads, flows, macro — point-in-time, per mandate.
How ItWorks
Compass follows a five-step graph – Router, Tool Planner, Tool Execution, Grounding, Response – with human approval, a mandate and restricted-list gate, grounded numbers and an append-only audit trail.
- 01
Router
Classifies intent and routes to the right tools.
- 02
Tool Planner
Selects and orders the best tools for the task.
- 03
Tool Execution
Runs analytical tools and collects results.
- 04
Grounding
Cites every number with source provenance.
- 05
Response
Streams a cited, annotated reply to the user.
From complexityto clarity
Compass helps you overcome the biggest obstacles in modern investing.
Knowledge fragmentation
Notes, research reports, textbooks and market data live in silos; Compass grounds every answer in all of them.
Optimization fragility
Robust methods (HRP, CVaR, Black-Litterman) replace fragile mean-variance on collinear factors.
Regime-awareness gaps
A multi-axis regime snapshot is injected into every tool call.
One Platform.Answers For Every Desk.
Compass answers research questions. Modules take the same discipline to the desks that need more.
True North
See how much alpha your book leaves on the table, and which like-for-like swaps inside your mandate close the gap.
Corrective Warehousing
Decide whether to warehouse or hedge client flow with a priced answer, not a hunch.
TENOR
Know which loans will be recalled, how long they will last, what is deliverable and what rate to quote, before the desk has to decide.
Lodestone
See how volatile and how clustered the market is likely to be over the next week, month and quarter, so risk, hedges and stress tests hold up when correlations rise.
The platform doesn't replace the quant. It empowers them.
Quantitative intelligence uncovers the insight. PredictNow.ai helps transform that signal into better decisions.