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Trust operations run on information that lives in too many places.

The governing instrument — the trust agreement that says what the trustee may do — sits in one system. The fee schedule is in another. The custodian, the firm that holds the assets, sent the statement by email. Why a distribution was approved three years ago lives in a retired officer's memory.

An rAgent is a reasoning agent trained by trust professionals and deployed on the r.Team platform. It gathers that information, prepares the work, cites the source, and stops. A named person on your team decides.

Forty minutes looking. One minute deciding.

Ask a trust operations team where their time goes and the answer is rarely "judgment." It goes to finding things, checking things, and re-doing things — because the facts are scattered.

The same facts, keyed three times

The same asset into the accounting system, the custodian file, and the tax lot record. A statement address re-typed because mailing instructions changed in one place but not the other. Month-end work that is mostly copying.

A research project for every request

"Can this trust make that distribution?" means opening the instrument, finding the article, checking the ascertainable standard — the written limit on what the trustee may distribute, often HEMS (health, education, maintenance, and support) — pulling history, and asking a colleague what was done last time.

The same work, every quarter

The same fee exception is reconciled again. The same clause is re-read when a beneficiary calls. The same break is explained to the auditor because last year's explanation lived in an email nobody kept.

Where the answer to one question actually lives

  • Trust accounting system — accounts, assets, transactions, fee codes
  • Document vault or file share — the governing instrument, amendments, letters of direction
  • Custodian portal and statements — positions, prices, corporate actions
  • Fee schedules and firm policy — in a binder, a spreadsheet, or a procedures manual
  • Email and the officer's notes — why the last decision was made, and who approved it
  • People — the administrator who has handled this family for twenty years

Gather. Prepare. Cite. Stop.

The preparation is done before the officer sits down. The decision is still theirs.

  1. 01 · Gather

    Read what the desk would have opened

    The rAgent is given controlled, read-only access to the instrument, ledgers, statements, and history it needs for the task — and nothing else.

  2. 02 · Prepare

    Hand over a file, not a blank page

    It drafts the setup, the entry, or the rationale in your firm's format, compared against the governing instrument and your own conventions.

  3. 03 · Cite

    Name every source

    Every recommendation points to the clause, the policy, and the record it relied on. An officer, an auditor, or a court can follow it.

  4. 04 · Stop

    A named person decides

    Nothing writes back to your systems until that person approves. The proposal and the decision are both kept.

Peered Intelligence — intelligence that works alongside your team at eye level: proposing and explaining, never overriding, with the human decision recorded at every step.

— r.Team product principle

The same tasks. A prepared file instead of a scavenger hunt.

Illustrative workflows — not a catalog, a score, or a performance claim. Which ones are enabled, and at what review tier, is set by your firm.

Asset setup

New holdings, transfers in, and estate assets arriving in a dozen formats.

rAgent
Reads the custodian confirmation or transfer schedule, matches the security, and proposes cost basis, tax lots, income rules, and the correct account and sub-account.
Cites
The source document, the custodian record, and the firm's setup convention it applied.
Officer
Reviews the proposed setup and approves. Nothing posts until they do.

Statement processing

Custodian and outside-manager statements that must be reconciled before anyone can trust the numbers.

rAgent
Ties positions and cash to the accounting system, flags breaks, explains the likely cause of each one, and drafts the reconciling entry.
Cites
The statement line, the ledger entry, and the prior period's resolution of the same break.
Officer
Accepts, corrects, or rejects each proposed entry. The reasoning is kept either way.

Distribution preparation

Discretionary requests that depend on the instrument, the standard, and the history.

rAgent
Locates the governing article, states the applicable standard, summarizes prior distributions to the beneficiary, and drafts a rationale in the firm's format.
Cites
Article and section of the instrument, account history, and the policy the draft follows.
Officer
Exercises discretion. The rAgent never approves a distribution.

Fee reconciliation

Billed fees versus the schedule the account is actually on.

rAgent
Recalculates fees from the governing schedule, surfaces differences, and separates true errors from documented exceptions.
Cites
The schedule clause, the market value used, and any waiver on file.
Officer
Decides whether to adjust. No adjustment is written without approval.

Annual administrative review

The review that takes a week because the inputs are everywhere.

rAgent
Assembles the account's year — distributions, investments against the mandate, fees, exceptions, beneficiary changes — into a draft review.
Cites
Every figure to its ledger line; every finding to the instrument or policy it was measured against.
Officer
Reads a prepared file instead of building one, and signs the review.

Exceptions and early warning

The patterns a busy desk cannot watch for.

rAgent
Notices the exception that recurs every month, the review step that gets skipped, the two systems that disagree, and unusual activity in the logs.
Cites
The journal lines and activity records where the pattern appears.
Officer
Decides what the pattern means. The rAgent flags; it does not accuse.

Recommends. Cites. Stops. A named person approves.

Every rAgent runs behind the same four gates. They are not a setting your team has to remember to turn on; they are how the platform is built.

An rAgent does

  • Read the governing instrument and the facts in front of it
  • Propose a workflow a named person can approve
  • Cite the standard and the source
  • Keep a time-stamped record of what it saw and proposed
  • Stop and wait

An rAgent does not

  • Approve a distribution or decide a discretionary act
  • Place a trade or move cash
  • Change a beneficiary or an account
  • Quietly correct the ledger
  • Send advice to a client, or call itself investment advice
  • Replace the trustee, the officer, or the administrator

Review tiers your firm sets

Not every task deserves the same scrutiny. Routine work can be cleared quickly; discretionary work always goes to the officer. The tier is a firm decision, recorded with the workflow.

ClericalAsset setup, address changes, routine reconciliations. Officer reviews a batch.
ReviewFee adjustments, statement breaks, mandate drift. Officer reviews each item.
JudgmentDistributions, discretionary acts, anything the instrument leaves to a person. Officer decides, every time.

The Bridge

rAgents never touch your trust accounting, custodian, or document systems directly. They reach them through a single governed doorway — the Bridge — that reads without rewriting and writes only after approval. Every access is logged.

The Record

Each proposal and each human decision is written to a per-account, hash-chained record. Change an earlier entry and the break is visible. Years later, "why was this done?" is answered by the record, not by recollection.

Private by design

Your instruments, accounts, and rationales stay inside your firm's boundary. rAgents are deployed per firm. Nothing about one client's trust informs another firm's work.

First as an observer, beside the systems you already run.

r.Team does not ask a trust company to convert anything. The first assignment is to watch — read the instruments, the journals, and the activity logs as your platform actually operates — and report what it finds. Your core system stays the system of record throughout.

  1. 01 · Observe

    Read-only

    The rAgent learns your account codes, your fee conventions, and how your desk really works.

  2. 02 · Report

    Exceptions, with citations

    It hands your team a list of recurring exceptions, skipped steps, disagreeing systems, and time sinks — with citations.

  3. 03 · Prepare

    Turn on specific workflows

    Your firm chooses the workflows and the review tiers. Officers start receiving prepared files instead of blank ones.

  4. 04 · Measure

    The numbers are yours to check

    Hours returned per account, exceptions per thousand transactions, days to close a request — measured against your own books.

What an rAgent is — and is not.

What is an rAgent?

A reasoning agent trained by trust professionals and deployed on the r.Team platform. It reads what your team would have had to open, compares it against the governing instrument and your firm's conventions, and hands over a prepared file with every source cited.

Does an rAgent approve a distribution?

No. It never approves a distribution or decides a discretionary act. The officer exercises discretion. The rAgent prepares and stops.

Does it replace our trust accounting system?

No. r.Team does not ask you to convert anything. rAgents reach your systems through the Bridge. They read without rewriting and write only after a named person approves. Your core system stays the system of record.

Can it move cash or place a trade?

No. It does not place a trade, move cash, change a beneficiary, or quietly correct the ledger. It does not send advice to a client or call itself investment advice.

Where does client data go?

Your instruments, accounts, and rationales stay inside your firm's boundary. rAgents are deployed per firm. Nothing about one client's trust informs another firm's work.

Who decides how closely each task is reviewed?

Your firm. Clerical work can be reviewed in a batch; fee adjustments and statement breaks item by item; distributions and anything the instrument leaves to a person, every time. The tier is recorded with the workflow.

See one of your own workflows prepared by an rAgent.

Bring a synthetic or redacted account. We will show the prepared file, the citations, and the approval screen — and where the rAgent stops.

Not investment advice. Not a trustee or adviser relationship. rAgent workflows described here are illustrative; availability, review tiers, and scope are set per firm. No customer logos, case studies, pricing, or compliance certifications are implied.