Financial close dependency navigator

For controllers managing distributed close teams, turn close checklists and team status exports into close dependency register. Address this specific problem: close tasks stall because upstream dependencies are undocumented. The aim: explain why a close task is blocked and by whom. The pilot tests whether that benefit holds up against reviewer effort and real operating costs.

The buyer creates a project, supplies close checklists and team status exports, and confirms scope and access. Users correct extracted facts, resolve flagged uncertainties and approve the final close dependency register before use. Retain source links and a version history for the next cycle.

How the AI works

Infer candidate dependencies for controller approval. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.

Safeguards

Reconcile calculations to approved records. Keep proposed entries and payment actions under finance-team control. Never invent missing financial inputs. One entity with manual status imports. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.

What to build first

Costed pilot: One entity with manual status imports. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: parse task dependencies; identify missing inputs. Support the third task through an assisted review queue: detect circular handoffs. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of close dependency register. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

What it can connect to

Accounting exports, invoice records and finance review processes. Calendars, email, task managers and relevant business records. Use draft actions and supervised handoffs first, then enable only specifically authorized writes. Begin with uploads and exports of close checklists and team status exports. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.

The screens in detail

Use a queue or timeline as the opening view, with clear owners, dates and current states. Each case opens into its source context, proposed actions and discussion. Give external participants a limited form or status page. Make the next required action visible without opening every record. Open with close calendar; move into dependency map for the detailed task; finish in blocker queue for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.