Desktop workspace
✓Windows desktop application
✓Project-based workspaces and persistent conversations
✓Plain-English task requests
✓Local and selected cloud model execution
FINANCE-NATIVE EXCEL & DATA INTELLIGENCE
Turn complex data into controlled, decision-ready output.
XLpilot analyzes, audits, reconciles, transforms, models, and reports across workbooks, documents, databases, APIs, and connected data—through visible plans, governed execution, validation, and traceable artifacts.
Not a chatbot. A controlled data execution platform.WHAT THE FIRST PRIVATE BETA DELIVERS
A focused release built for serious working data.
LAUNCH SCOPE
The first controlled release is being finalized around the end-to-end workflows below. External access begins only after installed-runtime and clean-machine acceptance.
Governed data work
✓Workbook and tabular-data ingestion
✓XLSX, CSV, JSON, Parquet, SQLite, and DuckDB workflows
✓Bounded clarification instead of guessing
✓Source-preserving Excel artifacts
Controlled delivery
✓Visible Plan → Approve → Run → Validate workflow
✓Cockpit activity, decisions, validation, and run history
✓Controller-grade reconciliation
✓Professional reports and traceable artifacts
THE GOVERNED EXECUTION PATH
From raw source to validated artifact.
ILLUSTRATIVE PRODUCT DEMONSTRATIONFictional sample workflow · No customer results implied
Controller workspaceMonth-end reconciliation
Controlled executionSTAGE 01 OF 08
Connect
Bind the workbook, file, database, API, document, or approved source set to the active project.
SourceApproved source context
→OperationRegister structure and revision
→ControlRead-only by default
VISIBLE EXECUTION RECORD
01 Preserve source and bind the working context Recorded
02 Execute only approved operations Review
03 Release only after required validation Required
FROM FRICTION TO CONTROL
From fragmented data to boardroom-ready work.
Replace fragile formulas, manual reconciliations, inconsistent exports, and opaque AI responses with one reviewable execution path.
Disconnected files and systems
Opaque formulas and mappings
Manual checking and scattered evidence
Governed source context
Visible operations and exceptions
Validated artifacts with lineage
CAPABILITY SYSTEMSpecific operations.
Specific operations.
Concrete deliverables.
Every workflow connects a known input to a governed operation and a reviewable result.
↓InputBank, POS, platform, vendor, ledger, and operational activity
↻Controlled operationMatch records, calculate breaks, test mappings, and route exceptions
↑Delivered workReconciliation workbook + exception register
DECISION-READY OUTPUTProfessional artifacts,
Professional artifacts,
not raw AI output.
These fictional samples demonstrate the intended reporting standard. They are not customer results or claims of released functionality.
RECONCILIATION SAMPLE
Bank-to-ledger control
A matched-control view that isolates timing differences, processor breaks, and unresolved cash activity before close.
Transactions4,286
Auto-matched96.8%
Open items12
Control areaStatusEvidence
Operating cashMatchedSource referenced
Deposits in transitReviewTiming difference
Processor clearingValidatedWithin tolerance
Reconciliation noteTwelve exceptions remain routed by owner, age, and materiality; no open item is presented as resolved.
CAPABILITY ARCHITECTUREOne Core Engine.
One Core Engine.
Every governed client.
Desktop now. Native Excel and web clients will use the same project, source, plan, run, validation, security, and artifact authorities.
SUPPORTED & EXPANDING SOURCESWorkbooksTabular filesDocumentsImagesDatabasesAPIsCloud sourcesSource federations
GOVERNED FOUNDATIONXLpilot Core EngineCanonical modeling · planning · policy · execution · validation · lineageONE PRODUCT · MULTIPLE CLIENTSWindows desktopExcel add-inWeb workspaceAPI · CLI · SDK
01Connect→
02Understand→
03Clarify→
04Plan→
05Approve→
06Run→
07Validate→
08Deliver✓
Zero cloud egress
Use approved local models and local execution for privacy-sensitive or offline-style work.
Routing remains visiblePolicy-driven routing
Route each operation according to sensitivity, capability, cost, reliability, and workspace policy.
No silent fallbackConfigured providers
Use supported cloud models when credentials are configured and the task benefits from their capabilities.
User-controlled credentialsBUILT TO EXPANDBeyond the first installer.
Beyond the first installer.
Without rebuilding the foundation.
These capabilities are part of the governed product architecture and expansion path. They are not all included in the first private-beta installer.
Secure packages
ZIP, folder, archive, and governed multi-file ingestion
Portable projects
Complete .xlpilotproj export, import, recovery, and relinking
Document intelligence
PDF, DOCX, PPTX, images, screenshots, and governed OCR
Connected systems
PostgreSQL, SQL Server, REST APIs, cloud drives, and federated sources
Report design
Full theme library, custom branding, and Report Designer
Excel client
Native Office.js task pane powered by the same Core Engine
Web workspace
Projects, governed dashboards, artifacts, and authorized sharing
Enterprise control
Identity, collaboration, policy, retention, and audit administration
One Core Engine. Multiple data sources. Desktop now, Excel and web clients on the same governed foundation.
WHY XLPILOT EXISTS
Built from the realities of finance work.
Finance teams still carry critical work through complex workbooks, inconsistent exports, manual reconciliations, and reporting cycles that leave little room for meaningful review.
XLpilot is built around that operating reality: financial control, accounting judgment, data quality, reconciliation, reporting, and the evidence required before a material result is accepted.
Built for controllers, analysts, accountants, operators, consultants, and data-heavy teams.TRUST THROUGH CONTROL
Evidence before confidence.
XLpilot is designed to fail closed: preserve sources, expose uncertainty, require approval where material, and release only validated artifacts.
Preserve the original
Read-only by default, with separate artifacts preferred over uncontrolled mutation.
Keep the user in control
Visible plans, scoped approvals, explicit routing, and no hidden execution fallback.
Prove the result
Reconciliation, formula safety, data-quality checks, lineage, limitations, and reopenability.
Respect policy boundaries
Project isolation, secure credentials, minimum-necessary egress, and local-only execution when required.
XLpilot does not claim certifications, assurance, customer outcomes, or generally available capabilities that have not been independently verified.
PRACTICAL QUESTIONSBefore you bring
Before you bring
your first workflow.
What is XLpilot?
XLpilot is a finance-native, source-neutral data-intelligence and execution platform for understanding, reconciling, transforming, modeling, validating, and reporting across complex business data.
Is XLpilot only for Excel?
No. Excel is central to the first desktop release, but the Core Engine is designed for structured files, documents, databases, APIs, images, cloud sources, and governed source federations.
What does the first private beta include?
The launch scope centers on the Windows desktop application, project-based work, governed workbook and tabular workflows, selected local and cloud models, visible approval, validation, and professional Excel artifacts.
Is the private beta available today?
Not yet. The current development build is undergoing source, installed-runtime, provider, lifecycle, and clean-machine acceptance before controlled external access begins.
Does XLpilot modify original files?
Source preservation is the default. A separate artifact is preferred. Any controlled live mutation requires explicit approval, conflict checks, and backup or rollback support.
Can I review work before it runs?
Yes. The product separates the request, clarification, plan, change review, approval, execution, validation, and released artifact.
How do local, cloud, and hybrid modes work?
Local mode is designed for zero-cloud-egress workflows, cloud mode uses configured providers, and hybrid mode routes each operation according to policy, sensitivity, and capability. Routing remains visible.
What outputs does XLpilot produce?
Designed outputs include reconciled workbooks, clean datasets, financial models, dashboards, management reports, exception registers, validation records, and traceable audit artifacts.
How is sensitive data handled?
The architecture emphasizes project isolation, source preservation, secure credential storage, minimum-necessary routing, visible approvals, validation, lineage, and fail-closed behavior.
PRIVATE BETA ACCESSBring the workflow
Bring the workflow
that keeps breaking.
Tell us what you reconcile, clean, model, or report today. Early-access requests help prioritize practical, high-value finance and data workflows.
Direct contactcontact@xlpilot.app