Deposit forecasting
Non-maturity deposit modeling on the same guided path.
Time series · lead engine
TSXPert
End-to-end time series work for CECL, deposits, ALM, and related banking use cases. It follows the same guided pattern as the rest of the Luwian AI platform: set up the project, bring in your data, build the model, and evaluate it.
Coverage
What TSXPert covers
- Guided modeling pipeline
- Dynamic model evaluation and comparison
- Data lineage and a full audit trail
Status
Where TSXPert is today
Available for preview. Set up a project with its stakeholders, bring in your data sources with lineage captured, build models through guided steps, and evaluate and compare them dynamically. Every action is recorded in the audit trail.
In development: documentation generation via LuwianIQ, an independent validation workflow, ongoing monitoring, version history, scenario and sensitivity analysis, shared projects and company administration.
We are working toward SOC 2 Type 2 compliance. No report has been issued.
Use cases
Where TSXPert is used first
CECL
Loss-rate and scenario work built and evaluated in one guided flow.
ALM
Rate and balance-sheet paths without a separate undocumented spreadsheet stack.
Planned engines: What's next
In development — not yet live
Meet LuwianIQ — built into the workspace
LuwianIQ is a governed AI assistant that will help your team understand, run and document models — coming to TSXPert first, then every Luwian AI engine. It will advise; you decide.
Answers in context
Ask what any button, screen or analysis does — LuwianIQ will explain the workflow and the purpose of each step, right where you are.
Plain-English results
Will translate statistical output and diagnostics into plain language, so results are clear to reviewers and executives — not only quants.
Runs analysis on your terms
Give it your criteria and it will run the applicable analysis, then present the results back for your review.
Drafts documentation
LuwianIQ will draft the model documentation from the template your institution provides. Your team edits it and stays in control of what goes to your validators and examiners.
Human-in-the-loop by design. LuwianIQ will only recommend. Nothing will run, change, or be documented without your confirmation — and every step it takes is written to the audit trail, the same governance standard as the rest of the platform.
LuwianIQ is in development. AI-generated outputs may be incomplete or inaccurate, require review, and are not professional, legal, or regulatory advice. (draft — pending legal review)