How DAB IT works.
We treat AI like any other system you'd put in production: every step recorded, every output reviewed by a human, every number traceable back to its source. No black boxes, no AI-generated arithmetic, no surprises.
From your systems → through agents → to your reports.
DAB IT pulls from the tools you already use — accounting platforms, ERPs, bank feeds, procurement software — and turns the noisy stream into structured, signed-off output.
Where the data comes from
DAB IT connects to the systems your finance team already uses.
Five specialist agents
Each step has a single responsibility, structured output, and a step trace.
- 01IntakeParses files and feeds. Detects format, periods and currency.
- 02ClassifierMaps your chart of accounts to canonical AASB tags.
- 03ReconcilerMatches bank lines to the GL. Flags exceptions for review.
- 04DrafterProduces report drafts and natural-language commentary.
- 05RendererProduces pixel-stable PDFs. Compiles the full board pack ready for delivery.
What you get back
Structured, board-ready and auditable — wherever it needs to go.
every step is idempotent · every artefact is versioned · every action is logged
What we believe about AI software.
Arithmetic is performed by code, not generated by AI. Agents handle classification, mapping and commentary — never the maths.
Every agent returns numbers and labels in a defined shape. Nothing unverified ever lands in your reports.
Inputs, outputs and intermediate decisions are written to a trace log. Any report can be reviewed and replayed line by line.
Reports enter draft state. A senior adviser reviews and signs off before anything reaches a client.
Customer data is never used to train third-party models, never shared with other clients, and exportable on demand.
We use mature, audited infrastructure of the kind that runs financial services — predictable, monitored, encrypted by default.