Data prep
Don’t let the work before the work eat up your team’s time.
- End pre-work and manual workarounds
- Just upload files. Duco handles your most challenging data in the platform.
- Let the power of rule-based processing and authentic reasoning work for you

ETL has to
happen.
It just
isn’t where
the value is.
Before you can run any controls, someone has to wrangle the data. That work is invisible, slow and especially fragile when it takes place in spreadsheets and EUCs that aren’t transparent or auditable.
And forget adding automation over the top. It’s too complex. Duco can eliminate the pre-work, automating processes, normalising and transforming data in the platform and under transparent controls.
Unstructured data buried in non-standardised formats?
Structured data with variable data quality and formats?
No problem.
Ingest data via API, SFTP or manual upload. Set agents to retrieve data on time or
completeness triggers, so it’s there and prepped when you need it.
Rule-based
where it has to be.
Agentic
where it helps.
Some things must happen identically every run: a currency normalisation, a date convention, a rounding rule. Those are rules, and rules should be deterministic.
Others need judgment, like working out what a field in an unfamiliar PDF actually represents. That is where the agents earn their place.
The agents select the rules for the task you need.
The rules do the processing.
Your team does the validation.
Rule-based capabilities you can trust
- Predictable, consistent transformation, normalisation and enrichment.
- Data quality checks that flag errors at source.
- Self-documenting and versioned. Same input, same output, every run.
- Four-eye approval on configuration changes.
AI and agentic capabilities, humans in the loop
- Adaptive extraction, with no format templates.
- Agentic process build: describe what you want, and agents identify the rule-based tools to use and build the process.
- Optimisation. Agents review processes to find drift and propose fixes.
Your data’s in shape. Now what?
Extract prepped data into other systems, or send it straight into a downstream Duco reconciliation: same platform, same permissions, same audit trail.
Duco reconciliation
Prepped data flows straight into recon
Other systems
Export via API or SFTP for use across your business
Do it all on one platform, with one set of controls, from preparation to reconciliation and exception management. Rules do the processing. Agents do the legwork. Your people make the calls.
- You are hereData preparation
- ReconciliationView page
- Exception managementView page
- Best-in-class matching
- Process governance & control
- Security & compliance



