BotCurrent↗
← Back to examples

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

  1. 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.

  2. 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

  1. 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.

  2. 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
  1. Work on scoped local copies under a reviewed plan; keep any external data request separately approved.

Compatibility unknowns
  1. Unknown: local privacy enforcement, file parsing, market-data access and calculation-library compatibility.

External actions requiring approval
  1. 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
  1. Contributions and withdrawals are not classified as investment gains.

  2. 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

  1. 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.

  2. 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
  1. Agree methodology and reconcile opening balances across accounts.

Ongoing review
  1. Review unexplained differences and document every assumption revision.

Unknowns
  1. 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
  1. The deposit is excluded from gains.

  2. The mixed tax total remains unallocated until an explicit basis is supplied.

Stop conditions
  1. Cloud transmission or an unsupported financial assumption is necessary.

Limits

  1. The proposed analysis describes historical records only; it is not advice to transact or evidence of future performance.

Tasks: Money & accountingData & analysisDocuments & files

Useful for: Finance professionalPersonal and household

Editorial relevance from the title and source-supported actions; not evidence of the operator’s occupation.
Perplexity Portable ComputerIndependent testing: No

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.