Custom AI agent · Finance
AI Financial Report Drafting Agent
Turn financial data into a clear first draft for review.
Assemble a grounded first draft of financial reports with source context, variance questions, and human review.
- Less manual assembly across recurring financial reports
- More consistent narrative structure and source references
- Clearer separation between confirmed figures, context, and open questions
Starting at $300 USD/month
Starting price is $300 USD/month for a tailored solution. Your final proposal defines the scope, deliverables and payment terms. Additional integrations, usage, hosting and ongoing support are scoped and priced before work begins.
What is an AI financial report drafting agent?
An AI financial report drafting agent helps finance and leadership teams turn approved financial data into a structured first draft. It gathers the selected period, reporting scope, figures, variance notes, operational context, and source references, then organizes them into the report format your stakeholders expect. It can highlight movements that need explanation, preserve links to the underlying sources, and identify gaps before a reviewer receives the draft. Tranki configures the workflow around your reporting calendar, management pack, board or investor format, materiality rules, audience, and approval process. The agent prepares communication; it does not certify the numbers, create an accounting conclusion, or replace the finance owner who signs off.
What it can draft
Assemble approved reporting inputs
Collect the permitted financial tables, period comparisons, budget or forecast context, operational metrics, commentary, and source links needed for a defined report.
Structure the report draft
Arrange figures, narrative sections, charts or tables, footnotes, and appendices using the format, audience, tone, and reporting calendar your team approves.
Surface variance questions
Identify material movements, missing explanations, inconsistent periods, unusual changes, and unsupported statements for focused finance or business-owner review.
Keep evidence with the draft
Attach source references, assumptions, version context, reviewer notes, and unresolved questions so the draft can be checked before distribution.
Where it can help
Monthly management reporting
Prepare a repeatable first draft covering actuals, budget or forecast comparisons, operational drivers, and decisions that need leadership attention.
Board and leadership packs
Organize approved financial and business context into a controlled draft with clear caveats, source references, and a review path before the meeting.
Department or project reporting
Create focused reports for department owners, programs, or projects while keeping period definitions, allocation rules, and responsibility boundaries visible.
How it works
A step-by-step workflow your team can review before launch.
1. Define the reporting brief
Tranki maps the audience, period, scope, source systems, materiality thresholds, approved metrics, narrative sections, formatting rules, and sign-off owner.
2. Gather the approved inputs
The agent retrieves permitted data and commentary, records the reporting period and version, and preserves source references without changing the system of record.
3. Draft and flag
It assembles the report, explains configured variances, separates confirmed facts from interpretation, and flags missing context or conflicting figures for review.
4. Review and release
Finance and business owners correct or approve the draft, resolve open questions, and publish through the chosen document or reporting process. The agent does not provide final certification.
Built around your business
What we configure
- Report formats, audience, period cadence, source hierarchy, account or segment groupings, materiality thresholds, chart styles, footnotes, and version rules
- Management commentary prompts, variance explanations, business-owner assignments, approval stages, tone, language, and distribution controls
- Connections to approved accounting, ERP, planning, data warehouse, spreadsheet, BI, document, or collaboration systems with least-privilege access
What we need from you
- A defined report template or example, reporting calendar, period conventions, audience, and named finance reviewer
- Approved, stable sources for the financial figures, budgets, forecasts, operational metrics, assumptions, and supporting commentary
- Representative prior reports and examples of accepted, corrected, incomplete, and exception narratives for testing
Clear boundaries before launch
What it will not do
The agent does not certify financial statements, invent figures, alter ledger data, decide accounting treatment, provide investment or legal advice, or distribute an unapproved report. It should not turn a correlation into a business conclusion, hide a restatement or data gap, or present an estimate as an audited fact. Material variances, unusual transactions, sensitive forecasts, non-standard measures, and conflicting sources require qualified finance review.
How success is measured
Track draft preparation time, source-reference coverage, reviewer correction rate, variance-question resolution, missing-input rate, narrative acceptance, reporting-cycle punctuality, repeated manual edits, and the age of unresolved issues. Review samples against the approved figures and current reporting policy instead of measuring success only by draft volume.
Frequently asked questions
What does an AI financial report drafting agent do?
It gathers approved financial and operational inputs, organizes them into a defined report format, drafts grounded commentary, preserves source references, and routes gaps or questions to the appropriate reviewer.
Does it certify or approve financial reports?
No. It prepares a reviewable draft. Finance owners remain responsible for validating figures, accounting treatment, conclusions, approvals, and final distribution.
Can it explain budget or forecast variances?
It can compare approved figures and assemble configured variance context, then flag movements that need a business-owner explanation. It should not invent a cause or present an unverified interpretation as fact.
Which reports can it prepare?
The workflow can support management packs, board drafts, department reports, project updates, budget reviews, and other defined formats, subject to the sources, template, audience, and review scope in the proposal.
Can it use spreadsheets and accounting data?
It can connect to approved accounting, ERP, planning, warehouse, spreadsheet, BI, document, or collaboration systems when the integration and access permissions are available.
How does it handle missing or conflicting figures?
It identifies the gap or conflict, preserves the source context, and routes a focused question to the responsible owner rather than silently choosing a number or filling the gap with an assumption.
What is included in the $300/month starting price?
The starting price covers a scoped, tailored solution. The final proposal defines the reporting workflow, integrations, usage, support, deliverables, and payment terms.
