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ONE3.ai

Finance & Accounting · Digital Employee #50

AI TDS & Direct Tax Assistant

Keep withholding correct

Planned · Year 2 (W3)Autonomy ceiling A2Max risk without approval R1

Keep withholding correct. AI TDS & Direct Tax Assistant works for your finance team under a named human owner, with its cost and results shown in the Investment & ROI Ledger.

What it does

Mission: Keep withholding correct.

AI TDS & Direct Tax Assistant works for your finance team. Typical work: TDS computation checks, certificate tracking. It works inside Finance — Accounts, People — Payroll.

How it works under supervision

A named human owner is accountable for its work. Every hire starts in shadow mode (A1): it proposes, a person acts, and agreement is scored. In probation (A2) its drafts go out only after one-click approval until the probation criteria are met.

What it may do on its own

Its autonomy ceiling after probation is A2: it prepares each action as a draft and a person approves it with one click. Nothing it prepares takes effect without a person.

What needs approval

Its risk ceiling is R1. Once autonomy is earned, it may carry out reversible internal changes, such as updating a field or creating a task, without a separate approval. Anything visible to others or outside your company goes to the Approvals Inbox. R4 Actions (payments, deletion, signing, payroll) always need a person. Tax filing is R4 and always stays with a person; it checks computations only.

Cost and return in the Investment & ROI Ledger

Rent, AI usage, pass-through costs such as messages, and your team's supervision time are recorded as investment. Results are tracked against its KPIs (computation errors, due-date compliance) and your previous process, shown as observed or assisted unless a reviewed experiment shows incremental return. Nothing is guaranteed.

Availability

This role is planned for wave W3, after Year 1, once the apps it uses are ready.

Skills & Actions

What it does

  • TDS computation checks
  • Certificate tracking

Tools

Apps it works in

  • Finance — Accounts
  • People — Payroll

It uses only the apps and modules your workspace subscribes to, with the permissions you grant.

Frequently asked questions

Does AI TDS & Direct Tax Assistant work without human oversight?

No. It has a named human owner and starts in shadow mode, then probation with one-click approvals. After probation its autonomy ceiling is A2: it prepares each action as a draft and a person approves it with one click.

What does AI TDS & Direct Tax Assistant need approval for?

Its risk ceiling is R1. Anything visible to others or outside your company goes to the Approvals Inbox. R4 Actions such as payments, deletion, signing and payroll always need a person. Tax filing is R4 and always stays with a person; it checks computations only.

How do I see what AI TDS & Direct Tax Assistant costs and returns?

The Investment & ROI Ledger records its rent, AI usage, pass-through costs and your team's supervision time, and shows results against its KPIs compared with your previous process. Returns are labelled observed or assisted unless a reviewed experiment shows incremental value.

When will AI TDS & Direct Tax Assistant be available?

It is planned for wave W3, after Year 1. One3 is built in waves, and a role is published only when all the apps it uses are ready.

Put the AI TDS & Direct Tax Assistant on probation

Agree the goal, the budget and the approval rules. The Investment & ROI Ledger shows what it cost and what it returned.