Who should use the Portfolio Management workflow?
Teams or solo builders working on business tasks who want a repeatable process instead of one-off tool experiments.
AI Workflow · Business
Practical execution plan for portfolio management with clear steps, mapped tools, and delivery-focused outcomes.
Deliverable outcome
A polished, compliant report that communicates portfolio status and reinforces trust with the client.
30-90 minutes
Includes setup plus initial result generation
Free to start
You can swap tools by pricing and policy requirements
A polished, compliant report that communicates portfolio status and reinforces trust with the client.
Use each step output as the input for the next stage
Step map
Instead of relying on a single generic AI model, this pipeline connects specialized tools to maximize quality. First, you'll use Workday Adaptive Planning to a clear, documented set of investment parameters that serve as the north star for all portfolio decisions. Then, you pass the output to Goldman Sachs Asset Management (GSAM) Digital Intelligence to a target asset allocation that balances risk and return, forming the blueprint for portfolio construction. Then, you pass the output to Ziggma to a concrete list of holdings with weights that mirror the strategic asset allocation, ready for execution. Then, you pass the output to Composer Bot to a portfolio that precisely matches the target allocation, with all trades settled and recorded. Then, you pass the output to Bloomberg Terminal to a clear performance report showing whether the portfolio is on track and where deviations occurred. Then, you pass the output to Goldman Sachs Asset Management (GSAM) Digital Intelligence to an updated portfolio strategy that remains relevant to the client’s evolving needs and market conditions. Finally, Arria NLG is used to a polished, compliant report that communicates portfolio status and reinforces trust with the client.
Define Investment Objectives and Constraints
A clear, documented set of investment parameters that serve as the north star for all portfolio decisions.
Design Strategic Asset Allocation
A target asset allocation that balances risk and return, forming the blueprint for portfolio construction.
Select Specific Investments
A concrete list of holdings with weights that mirror the strategic asset allocation, ready for execution.
Execute Trades and Rebalance
A portfolio that precisely matches the target allocation, with all trades settled and recorded.
Monitor Performance and Risk
A clear performance report showing whether the portfolio is on track and where deviations occurred.
Review and Adjust Strategy
An updated portfolio strategy that remains relevant to the client’s evolving needs and market conditions.
Generate Client Reports and Documentation
A polished, compliant report that communicates portfolio status and reinforces trust with the client.
Collaborate with the client (or yourself) to clarify financial goals, time horizon, liquidity needs, and risk tolerance. Document these in a formal Investment Policy Statement (IPS) to guide all subsequent decisions.
Why Workday Adaptive Planning: Workday Adaptive Planning is a dedicated financial planning platform that directly supports goal modeling and constraint definition, matching the step's primary need.
Based on the IPS, determine the long-term mix of asset classes (equities, bonds, alternatives, cash) that maximizes expected return for the given risk level. Use historical data and forward-looking capital market assumptions.
Why Goldman Sachs Asset Management (GSAM) Digital Intelligence: Goldman Sachs Asset Management Digital Intelligence provides portfolio optimization and risk factor attribution, directly aligning with strategic asset allocation design.
Choose individual securities or funds to populate each asset class bucket. Prioritize low-cost, diversified vehicles (ETFs, index funds) or carefully vetted active managers. Ensure alignment with the IPS constraints.
Why Ziggma: Ziggma offers stock and ETF screening with AI scores, directly serving as a fund screener for selecting specific investments.
Place buy/sell orders to bring the portfolio from current holdings to the target allocation. For new portfolios, execute all trades in one batch. For existing portfolios, rebalance only when drift exceeds thresholds to minimize transaction costs.
Why Composer Bot: Composer Bot provides automated algorithmic trading and dynamic rebalancing, directly supporting trade execution and portfolio rebalancing.
Regularly (monthly or quarterly) compare portfolio returns and risk metrics against benchmarks and IPS targets. Use attribution analysis to understand sources of performance (asset allocation vs. security selection).
Why Bloomberg Terminal: Bloomberg Terminal provides real-time market monitoring, quantitative modeling, and portfolio risk analysis, directly meeting performance and risk monitoring needs.
Annually (or after major life/market events), revisit the IPS and asset allocation. Incorporate changes in client goals, tax laws, or capital market expectations. Update the portfolio accordingly.
Why Goldman Sachs Asset Management (GSAM) Digital Intelligence: Goldman Sachs Asset Management Digital Intelligence offers portfolio optimization and predictive alpha modeling, directly supporting strategy review and adjustment.
Compile a comprehensive report summarizing performance, risk, fees, and any changes made. Include the IPS and a forward-looking commentary. Deliver in a clear, client-friendly format.
Why Arria NLG: Arria NLG specializes in automated financial reporting, directly matching the need for generating client reports and documentation.
§ Before you start
Teams or solo builders working on business tasks who want a repeatable process instead of one-off tool experiments.
No. Start with the top pick for each step, then replace tools only if they do not fit your pricing, compliance, or output needs.
Open the mapped task page and compare top options side by side. Prioritize output quality, integration fit, and predictable cost before scaling.
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