Solutions · Finance
Give finance a governed way to analyze, build, and automate company work.
Use ARIA and UbiVibe to work from approved financial and operating context, build purpose-specific reporting or workflow tools, and keep actions inside explicit company boundaries.
What this delivers for finance
A finance team can ask questions against approved company data, build the reporting or workflow surface it needs, and keep every action inside explicit approval boundaries with a record of what ran and on which data.
Approved context only
Analysis runs against connected company systems inside the tenant boundary, not one-off uploaded files
Reporting you can change
The dashboard or review surface is built for the process and stays editable afterward
Boundaries are explicit
Who approves, and what an action is allowed to touch, is part of the workflow itself
The operating problem
The work gets expensive when the context breaks between tools.
Finance teams need more than generated answers. They need reliable context, clear boundaries, repeatable workflows, and a record of what changed. UbiVibe puts those controls around ARIA so analysis and operational work can stay attached to the company runtime.
Failure mode 1
Numbers come from three systems by hand
Every report starts with exports from accounting, billing, and the CRM, then a manual reconciliation before anyone can read it.
Failure mode 2
Answers arrive without provenance
A generated answer that cannot say which data produced it is not something a finance team can act on or defend.
Failure mode 3
Sensitive data ends up in the wrong place
Pasting financial detail into an ungoverned tool creates an exposure problem that no amount of time saved justifies.
Failure mode 4
Approvals live in an inbox
Sign-off happens in a thread, so reconstructing who approved what means searching email long after the decision.
Business opportunity
Finance cannot use an answer it cannot trace.
The constraint in finance is rarely analytical capability; it is provenance and control. An answer is usable only if the team knows which data produced it, who was permitted to see that data, and whether anything was changed as a result. Putting both the analysis and the tooling inside the same governed company boundary lets finance move faster without giving up the record that makes the work defensible. These are workflow objectives, not guaranteed financial results. Actual outcomes depend on the systems connected, the workflow design, adoption, and the operating context available to ARIA.
Context over uploads
Questions run against connected systems rather than files pasted into a general-purpose tool
Tools without a project
Reporting and review surfaces get built when they are needed instead of queued behind roadmap work
Proposal vs. action
The platform keeps what was recommended distinct from what was actually executed
Governed analysis path
How the work moves through one operating path.
01
Analyze connected business context
Ask questions against approved company context rather than uploading one-off files into isolated AI sessions.
02
Build reporting and planning tools
Use Launch for dashboards, review surfaces, internal tools, and workflow interfaces tailored to the finance process.
03
Structure approvals and handoffs
Keep people, permissions, and execution boundaries explicit around finance-related actions.
04
Return evidence
Keep execution state and results visible so the team can distinguish recommendations from completed work.
Governed analysis path
Bring the systems, operator, and next action into one loop.
Architecture
What sits underneath the finance work.
Every team surface runs on the same layered operating path: identity resolves first, company context and approved connections attach to it, ARIA plans through governed model routing, bounded workers execute, and the result returns with its execution state.
Identity
Tenant-scoped accessCompany, team, and role scope resolve before financial context or connections become available.
Context
Company memoryAccounting, billing, revenue, and planning data become approved operating context rather than uploaded spreadsheets.
Intelligence
Provider-agnostic routingARIA plans the analysis or the tool through the governed model-routing layer, with the source context attached to the work.
Execution
Bounded workersLaunch builds the reporting or workflow surface and bounded workers run any connected action inside explicit limits.
Evidence
Execution state returnedResults return with what ran and on which data, so a recommendation is never mistaken for a completed action.
How it works underneath
What the platform does that a standalone AI tool does not.
Connected financial sources
Accounting, billing, banking, and revenue systems are reached through governed connections rather than manual exports.
Scoped access
What a workflow can read and write is bounded by organization permissions rather than by whoever happens to hold the credential.
Built review surfaces
Close checklists, variance reviews, and reporting dashboards are generated on the canonical stack and remain editable as the process changes.
Recorded execution
Any action that touches a connected system carries a record of the trigger, the path it ran, and the result it returned.
Systems around the work
Use the stack the team already has.
The UbiVibe connection layer is designed to let the operator work with approved business systems instead of forcing the team to recreate company context inside a separate AI product. A system connected for one workflow stays usable by the next one inside the same tenant boundary.
Enterprise-grade from the start
Small teams should not have to graduate into better architecture later.
The same UbiVibe foundation sits underneath the experience: tenant isolation, identity-scoped execution, governed connections, traceable results, model resilience, and bounded runtime behavior. Enterprise plans expand organizational controls and deployment scope rather than replacing the core platform.
Tenant isolation
Company data, memory, connections, and execution state stay scoped to the organization boundary.
Governed connections
Actions reach business systems through organization-approved connection identities rather than credentials held inside a tool.
Traceable execution
State and outcomes return to the product surface, so a recommendation is never mistaken for completed work.
Model-resilient runtime
Model work runs through a governed routing layer instead of a single-provider dependency.
Implementation
How a finance team starts.
01
Connect accounting and billing
Bring the systems of record into the operating context so analysis stops beginning with an export.
02
Agree the boundaries
Decide which systems are read-only, which actions require approval, and who holds that approval.
03
Build one review surface
Start with the recurring report or checklist that costs the most manual assembly today.
04
Extend to the recurring cycle
Move the close, the variance review, or the exception queue onto the same connected path once the first surface holds up.
Example workflows
Concrete jobs this team can hand to ARIA.
Example
Month-end close checklist
The close becomes a working surface: each item shows its owner, its source system, and whether the underlying data has arrived, instead of a spreadsheet that one person updates and everyone else asks about.
Example
A revenue variance question
Someone asks why a number moved. The answer is assembled from connected accounting and CRM context with the sources named, rather than from a file pasted into a general-purpose chatbot.
Example
Billing and contract exceptions
Accounts whose billing state does not match their contract state surface as a reviewable list, with the next action proposed and the approval step explicit before anything changes.
Example
A recurring reporting pack
The pack is built once as a connected surface and refreshed from the systems of record, instead of being rebuilt from fresh exports every cycle.
Limitations and considerations
What this does not do for a finance team.
- Nothing here is accounting, tax, audit, or investment advice, and no output should be treated as a professional opinion.
- Verified UbiVibe connectors today include Salesforce, HubSpot, Gmail, Google Drive, Slack, and GitHub. Accounting, ERP, and banking systems depend on workspace configuration and must be validated before you depend on them.
- Reconciliation quality depends on the source systems. Connected data is not automatically consistent data.
- Anything that moves money or changes billing state must keep an explicit human authorization step.
- Internal control requirements, retention, and segregation of duties remain the company's responsibility.
- A generated analysis is a starting point for review, not a substitute for the review itself.
Questions
Where does the data go?
Company context stays tenant-scoped to your organization. ARIA reaches only the systems your workspace approved, at the scopes you approved.
Can ARIA move money or change billing?
Payment and billing actions require explicit human approval. Automation can prepare and stage them; authorization stays with a person.
Is the output auditable?
Execution state and results return to the product surface, and analysis should be grounded in connected records rather than an uploaded file, so an answer can be checked against its source.
Which finance systems are connected?
Availability depends on workspace configuration. Verified connections today are Salesforce, HubSpot, Gmail, Google Drive, Slack, and GitHub; validate any accounting or ERP system before relying on it.
What should finance build first?
A recurring analysis you already produce by hand. You can verify it against a known-good answer, which is the fastest way to establish whether the connected context is trustworthy.
Start with ARIA
Ask ARIA to run finance solutions.
Describe the outcome you need here. ARIA determines the capabilities, systems, data, and workflows the job requires, then executes it inside the permissions you set.
- ARIA acts only through the systems and permissions you connect.
- You can change or revoke any connection at any time.
- Every action is recorded, and anything significant can require your approval first.
Finance
Start with a real job for ARIA, not a sales presentation.
Use a finance task you already need done. Start directly in the product, then expand into connected team and enterprise execution as the operating scope grows.