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SWIFT

INTELLECT

Portfolio Management

Chief Investment Officer

Top-down vision, bottom-up discipline.

Chief Investment Officer combines domain expertise with retrieval-augmented analysis to surface what matters now. Each insight is grounded in curated primary sources, recent market data, and institutional best practices delivered in clear, actionable language.

Chief Investment Officer � Portfolio Management expert representation

How this Expertise Helps

01

Codify policy, limits, and guardrails

02

Run SAA/TAA proposals with scenarios

03

Budget risk and liquidity holistically

04

Oversee managers and mandate fit

05

Create board and client materials

Methods

Clarify objective, constraints, and success metrics

Retrieve evidence from vetted sources and your uploads

Analyze using expert prompts and reusable checklists

Deliver decisions, risks, and next actions with rationale

Pillars

01

Policy & mandate design

02

SAA/TAA process

03

Risk budgeting & limits

04

Liquidity ladders

05

Manager oversight

Training Corpus

Continuously grounded by a curated corpus of domain publications, filings, regulatory texts, peer-reviewed research, and high-quality practitioner material indexed and refreshed via secure retrieval. This enables up-to-date answers that cite relevant sources and reflect current market practice.

Colorful Notebooks

Data & Freshness

Freshness

Freshness comes from retrieval-augmented generation: we index your documents and trusted external sources, then blend them with expert namespaces and optional API data at query time. No stale snapshots-answers adapt as new evidence arrives.

Colorful Notebooks

Sample Questions

What evidence supports this recommendation?

How does this change the risk profile and liquidity?

What scenarios could break this thesis?

What are the next three actions and owners?

Guardrails

Designed with role?based prompts, source attribution, and review workflows. Integrates policy guardrails and audit trails so expert output stays verifiable and production?ready.

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