This FAQ is designed for institutional investors, analysts, and strategic teams looking to understand how Permutable AI’s Auto Analyst and Forecast Agents provide real-time market forecast capabilities and explainable insights across asset classes.

At Permutable, we help institutional decision-makers go beyond delayed data and headline-chasing. Our Auto Analyst and Forecast Agents tools provide actionable, explainable intelligence that helps you make faster, smarter decisions across markets. In this FAQ, we’ll answer the key questions we hear from traders, asset managers, investment banks, and corporate strategy teams looking to integrate real-time macro and sentiment data into their workflows.

Table of Contents

What’s the difference between Auto Analyst and Market Forecast Agents?

Auto Analyst gives you clear, analyst-style summaries of recent market movements. It identifies the key drivers behind price action using a blend of sentiment analysis, macro data, and fundamental news. Think of it as your go-to for understanding what happened and why — in minutes, not hours.

Forecast Agents, on the other hand, provide forward-looking predictions on market direction – refreshed hourly. Each forecast includes a directional call (e.g. BUY/SELL), the supporting rationale, and topic-level sentiment scores.

Use both tools together to gain a complete picture of past, present, and future market dynamics.

How accurate are these insights and predictions?

We combine large language models, market signals, and validated global sources to deliver insights that are explainable, relevant, and timely. Forecasts are continuously tested against historical price action, and updated every hour to reflect the latest information flow. This means you’re acting on quantified insight, not outdated consensus.

What markets do you cover?

Our tools cover a wide range of asset classes:

Energy: Crude oil, natural gas, renewables
Metals: Gold, silver, copper, platinum, palladium
Agriculture: Grains, softs, livestock
Currencies: Major FX pairs and indices
Fixed Income & Equities: Coming soon

Use cases include:

Forecasting Brent crude price movements for commodity desks – see it in action here
Tracking platinum sentiment for systematic strategies – read our case study here
Reviewing wheat sectoral trends – see how this works here

How is this different from a typical research platform?

Most research platforms tell you what’s already happened — often without context. Our tools tell you why something happened and what might happen next. Auto Analyst condenses thousands of headlines, economic signals, and sentiment shifts into a concise, readable summary. Forecast Agents take it further by offering live directional calls with transparent logic. No black boxes. Just insight you can trust.

Can this be integrated with our internal systems?

Yes. Both Auto Analyst and Forecast Agents are available via secure, enterprise-grade API. That means you can plug them directly into dashboards, trading models, or strategy tools – no new platform required. Some clients also surface the data within investment committee presentations, client reports, or deal evaluation workflows.

How often are insights updated?

Auto Analyst: Updated daily, with lookback options of 1 week, 1 month, or 1 year.
Forecast Agents: Updated every hour, delivering real-time sentiment-aligned directional forecasts across asset classes.

This makes both tools well-suited for live desk use, as well as daily and weekly macro strategy workflows.

Are these just for traders?

Not at all. Here is a list of use cases from our clients:

Systematic Trading: Feed daily sentiment and causation drivers into alpha models. Read more about this use case here.
Commodity Trading: Forecast key drivers behind oil, gas, metals and agricultural price moves. Read more about this use case here.
Asset Management: Track market stress and early sentiment signals across macro portfolios. Read more about this use case here.
Investment Banking: Enrich client pitches and strategic outlooks with real-time narrative data. Read more about this use case here.
Corporate Strategy: Monitor geopolitical, commodity and macro risk for procurement or hedging. Read more about this use case here.

If you’re tracking markets to inform decisions – our Plug and Play intelligence tools are for you.

What if I want transparency behind the output?

Transparency is built in. Each Auto Analyst report includes plain-English reasoning behind market shifts. Forecast Agents provide supporting arguments for every directional call, drawn from our global signal layer. We highlight top themes (e.g. monetary policy, economic data, trade risks) and the specific news items influencing the model – so you always understand the “why” behind the forecast.

Can we try it before committing?

Absolutely. We offer:

Live, tailored demos based on your asset focus
Access to sample API outputs for both Analyst and Forecast endpoints
A walkthrough of how our tools fit into your workflows, systems, and reporting

Just email us at enquiries@permutable.ai to get started.

How do I know if this fits my workflow?

Our tools are built to support both front-office and strategic roles. Whether you’re monitoring price drivers in real time, enhancing internal models with macro reasoning, writing weekly strategy briefs for CIOs and clients, or building a more data-driven corporate intelligence function, Auto Analyst and Forecast Agents are designed for speed, scale, and clarity.

Clients often tell us it’s like having an army of analysts on call – without the delay. Whether you’re reviewing the past week or anticipating tomorrow’s move, our solutions help you cut through the noise and focus on what truly matters.

Ready to stop reacting and start anticipating?

See how our Auto Analyst and Forecast Agents can supercharge your decision-making, eliminate research lag, and give your team an edge—before the market moves. Request your demo now at enquiries@permutable.ai