Saga — The Unfair Advantage
Strategic Due Diligence. Continuous Risk Intelligence.
The risks you can't see are the ones that hurt you — not because you're not smart enough, but because there's too much to see.
Saga scales human intuition beyond human limits. Thousands of AI agents mapping the world continuously — so you see chain reactions others miss.
We don't replace your judgment. We amplify it. You see more. You understand more. You're prepared for more.
The Scale Problem No Human Can Solve
The best investment professionals spend decades building mental models of how the world connects. That's their edge — pattern recognition, intuition built from experience, knowing what matters.
But even the best mental model has limits.
Too many sources to read. Too many entities to track. Too many chains of events cascading simultaneously. Too many angles to hold in one head.
You're not failing because you're not smart enough.
You're failing because no human can watch everything.
The Risks You Can't See Are the Ones That Hurt You
A policy shift in Chile quietly threatens your lithium exposure. A labor dispute in Finland cascades into your European paper positions. A drought in Taiwan is building toward a semiconductor shock that will hit your holdings in six weeks.
These aren't random surprises. They're chain reactions — visible if you have the infrastructure to see them.
Traditional tools can't do this.
Bloomberg shows news in silos. Risk systems look backward. Generic AI has no financial domain expertise and no proprietary data architecture.
This is the scale problem. Saga solves it.
Thousands of AI agents doing what one expert does — but across the entire world, continuously.
→ Every source. Every entity. Every chain reaction.
→ Mapped, analyzed, simulated, surfaced.
Your mental model, amplified beyond human limits.
We built it. No one else has.
Two Ways We Strengthen You
Deep strategic due diligence. Continuous portfolio monitoring.
Deep Strategic Due Diligence
Before the investment. Before the merger. Before the strategic decision.
Understand ALL the angles — risks, opportunities, chain effects across geographies, sectors, and supply chains. Our AI agents map the entire landscape around your decision, surfacing what you'd never think to look for.
The level of completeness that was impossible before AI could map the world at scale.
Go in with eyes wide open.
And because every angle is mapped and documented, you have the audit trail that proves you did the work.
Continuous Portfolio & Risk Monitoring
After the decision. Every day. 24/7.
Your portfolio and supply chain monitored against a living map of global events. Thousands of AI agents working continuously — reading, analyzing, connecting, simulating.
Risks surfaced before they materialize. Opportunities revealed as dislocations form.
Stay robust. Stay prepared. Always.
Your AI agents never sleep. They watch what you can't.
AI Scales Human Intuition. It Doesn't Replace It.
The best decisions still require human judgment — pattern recognition born from experience, intuition honed over decades, the ability to weigh what can't be quantified.
Your mental model of the world is your edge.
Saga makes it bigger.
You can't read 10,000 sources daily. Our agents can.
You can't map 50 million entity relationships. Our graph does.
You can't simulate how six policy changes cascade. Our engines do.
Saga handles the scale problem — the sheer volume of information no human can process.
You handle what AI can't — the judgment, the wisdom, the final call.
Together: decisions that neither could make alone.
A mental model that spans the entire world.
The Category Opportunity
A Category Worth Hundreds of Billions — With No Financial Markets Leader
Recorded Future
$2.7B exit mapping cyber threats
Palantir
$400B+ mapping defense intelligence
No one has built this for financial markets, corporate strategy, and risk.
The tools exist for cyber threats. For defense intelligence. For government.
But the $100 trillion in institutional capital making investment decisions?
They're still flying blind on chain reactions.
We combine Palantir's intelligence depth with Recorded Future's data breadth — purpose-built for investments, M&A, and continuous risk monitoring.
The funds that adopt this will compound their advantage.
The rest will keep getting blindsided.
Who This Is For
Built for Those Who Refuse to Fly Blind
For funds, institutions, and strategic teams making decisions that matter.
Investors & Portfolio Managers
See the chain reactions forming across your positions before they hit prices. Understand your true exposure. Protect downside. Capture dislocations.
PE / VC / M&A Teams
Deep strategic due diligence that maps every angle before you commit capital. Risks, opportunities, dependencies — the complete picture.
Corporate Strategy & Risk Teams
Monitor your supply chain and strategic position against a living map of global events. 24/7 intelligence. No more surprises.
CIOs and Allocators
See how decisions cascade through interconnected systems before you commit. Understand the risk landscape at a depth that transforms how you allocate.
Compliance & Fiduciary Teams
Coming Soon
Prove you understood the risks. Every chain reaction documented. Every scenario analyzed. The audit trail that demonstrates due diligence.
The Agentic Intelligence Layer
How Thousands of AI Agents Scale Your Understanding
Traditional AI: One model trying to do everything.
Saga: A coordinated network of specialized agents, each doing what it does best.
Reading Agents
Continuously processing 10,000+ sources in real-time. News, filings, trade data, policy announcements, earnings calls.
The width of understanding no human team can match.
Mapping Agents
Connecting entities into a living knowledge graph. 50 million+ relationships: companies → suppliers → geographies → policies → your positions.
Chain reactions become visible.
Analysis Agents
Causal inference. Pattern recognition. Anomaly detection. Specialized reasoning applied to YOUR specific exposures.
The depth of understanding shaped to your portfolio.
Simulation Agents
Projecting how current events cascade forward. Stress-testing scenarios that haven't happened yet.
The forward-looking edge that sees what's building.
Orchestration Layer
Coordinating all agents into coherent intelligence. Not chaos — a symphony of specialized expertise. Working for you, 24/7, across the entire world.
This is what "scaling human intuition" actually means.
Every portfolio has hidden risks building somewhere.
Saga finds them before they find you — and reveals the opportunities that emerge from the dislocations.
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