Official recipe · Research across apps
Reconcile historical investment records into net-return attribution
Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.
The problem
Brokerage statements and tax returns make it difficult to see what investments earned after fees and tax.
Agent job
Reconcile authorized historical records under a reviewed plan and calculate annual net-return attribution.
Expected output
A reconciled historical return analysis for financial review.
Where this framing comes from
- Core problem: Editorial purpose framing
- Agent job: Editorial purpose framing
- Expected output: Editorial purpose framing
- Relevant job roles: Editorial purpose framing
- Benefit type: Editorial purpose framing
Editorial framing and outcome limits
Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.
Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.
Case-specific decision guidance · untested
Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.
Read the attributed source evidence and original caveats below ↓
Why use this
Investment statements, tax records and fee notices describe different parts of performance. Combining their totals without a clear method can confuse contributions with gains, mix tax years with calendar years or allocate tax costs to the wrong holdings.
This job could produce a transparent historical analysis whose assumptions are inspectable before anyone relies on the result. A reconciliation bridge from source balances and cash flows to reported returns would help a financial reviewer locate discrepancies instead of trusting a polished net figure.
Why an agent / simpler alternative
- Useful judgment
Connect historical records and explain mismatches while keeping calculation choices explicit.
- Simpler alternative
Use brokerage performance reports when their methodology and coverage meet the review need.
- Unsuitable when
The user expects investment recommendations, tax conclusions or guaranteed calculation accuracy.
Proposed inputs
- Name
Historical records
- Owner
Account owner
- Minimum scope
Authorized statements, cash flows, fees and relevant tax summaries
- Quality check
Align account identifiers, periods, currencies and corrected statements.
- Name
Calculation specification
- Owner
Financial reviewer
- Minimum scope
Return convention, cash-flow timing and approved fee/tax allocation assumptions
- Quality check
Distinguish observed amounts from estimated allocations.
Access and setup — proposed or unknown
- Proposed minimum
Work on scoped local copies under a reviewed plan; keep any external data request separately approved.
- Compatibility unknowns
Unknown: local privacy enforcement, file parsing, market-data access and calculation-library compatibility.
- External actions requiring approval
Uploading financial records, cloud escalation, contacting advisers or changing financial accounts.
Expected deliverable and review checks
- Proposed artifact
Reconciled historical workbook with source references, cash-flow bridge, method notes and unresolved differences.
- Critical checks
Contributions and withdrawals are not classified as investment gains.
Fee and tax effects are not counted twice across statement and return records.
- Missing output evidence
No new workflow run or output inspection is performed for this editorial layer. The linked implementation evidence retains the original source-specific outcome and artifact limits.
Failure signals and proposed responses
- Signal
A year-end contribution is treated as portfolio growth.
- Why it matters
The reported return can be materially overstated.
- Proposed response
Separate external cash flows and apply the reviewer-approved timing method.
- Signal
Tax from unrelated income is allocated to investments.
- Why it matters
The net-return estimate may misstate investment economics.
- Proposed response
Mark the allocation unresolved and ask the financial reviewer for an appropriate basis.
Effort and cost — unknown
- Setup work
Agree methodology and reconcile opening balances across accounts.
- Ongoing review
Review unexplained differences and document every assumption revision.
- Unknowns
Unknown: professional review cost, data completeness and calculation uncertainty.
First check — proposed, unexecuted
- Status
proposed_unexecuted
- Synthetic fixture
Synthetic statements include a deposit, a separately charged fee and a tax total covering investment and noninvestment income.
- Acceptance checks
The deposit is excluded from gains.
The mixed tax total remains unallocated until an explicit basis is supplied.
- Stop conditions
Cloud transmission or an unsupported financial assumption is necessary.
Limits
The proposed analysis describes historical records only; it is not advice to transact or evidence of future performance.
Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.
Original source
https://www.perplexity.ai/en-GB/hub/workshops/portable-computer-demo ↗Attributed to: Perplexity
Official recipe- Original action type
- cross_app_investigation
- What the source supports
- The worked demonstration uses a local folder of tax returns and brokerage statements. The orchestrator presents a plan, reconciles records and calculates annual returns after fees and tax; a market-data step can escalate to cloud search.
- Source outcome limits
- Official worked demonstration only; the output workbook, local privacy boundary and financial calculation accuracy were not independently tested.
- Evidence attribution caveat
- This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
- Source approval description
- The transcript says the plan appears first and cloud escalation asks permission.
- Named tools
- Portable Computer; NVIDIA DGX Spark; local files; Perplexity Search
- Model or version
- Unknown
- Publication date
- Unknown
- Source last checked
- 2026-10-14
- Demonstrated in Canada
- Unknown
- Canadian availability
- Unknown
- Proposed Canadian adaptation
- Replace US forms with applicable Canadian source records and validate CAD, tax-year and account treatment with a qualified adviser. Verify supported hardware, plan and Canadian entitlement.
- Recommended approval boundaries
- Approve every external-data transfer; require professional verification of financial calculations. No trading or filings.