Variby Zelvora AI
From complex business data to complete, secure, decision-ready reporting.
Vari transforms prepared data from your CRM, ERP, financial systems, healthcare workflows, supply-chain systems, AI employees, and other business applications into professional Excel, PDF, and HTML reports.
Built for teams that need more than dashboards—Vari creates complete operational reports that can be reviewed, shared, audited, and acted on.
Vari supports the same prepared dataset across Excel, HTML, and PDF, with completeness validation and secure result delivery.
Your data may already exist across CRM, ERP, financial platforms, healthcare systems, spreadsheets, connectors, and AI workflows.
The problem is turning all of that prepared information into something people can actually use.
| Name | Source | Modified | Owner |
|---|---|---|---|
| pipeline_export (3).csv | CRM export | Mon 09:12 | MA |
| Q2 commissions - FINAL v4.xlsx | Built by hand | Mon 11:40 | JP |
| Q2 commissions - FINAL v4 (1).xlsx | Email attachment | Mon 15:03 | RL |
| erp_po_dump_0907.xlsx | ERP export | Tue 08:05 | KO |
| missing docs - manual check.xlsx | Copied between systems | Wed 10:31 | SI |
| exec sales pack DRAFT.pdf | One-off report | Thu 17:58 | MA |
Vari gives your business one reporting layer for operational workflows.
Instead of teams manually building spreadsheets, copying information between systems, or creating one-off reports, Vari converts structured business data into consistent, reusable reports.
| Report | Requested by | Dataset | Template | Rows in / out | Delivery |
|---|---|---|---|---|---|
Weekly executive sales packToday, 06:00 | M. AlvarezSales Ops | Rows in request3,412 rows, inline | sales-weeklyv5PDF | 3,412 / 3,412Complete | Expiring link, 6 recipients |
Healthcare sales reconciliationToday, 06:04 | AI employeeHealthcare Sales | ds_hc_sales_w372,318 rows | hc-salesv3XLSX | 2,318 / 2,318Complete, 2 warnings | Expiring link, finance team |
Supply chain operations, AugustToday, 06:00 | Procurement portalAPI client | ds_supply_aug48,206 rows | supply-chain-opsv4XLSX | 48,206 / 48,206Complete | Returned to API client |
Missing documents, week 37Today, 07:30 | AI employeeHealth Ops | Rows in request186 rows, inline | missing-docsv2HTML | 186 / 186Complete | Internal portal |
Budget vs. actual, AugustToday, 08:15 | R. LindqvistFinance | ds_fin_aug1,204 rows | finops-bvav1PDFXLSX | Rendering62% | Waits for completeness check |
Rep performance, Q3 to dateToday, 08:20 | J. PatelSales Ops | ds_crm_reps_q39,870 rows | rep-perfv2XLSX | 9,856 / 9,87014 rows failed, complete=false | Not delivered |
Sample workspace with illustrative data.
Select one to see where it shows up in the workspace.
Large workloads are specifically designed around dataset references, background workers, batching, and streaming rather than large model-context payloads.
Reporting built for the workflows that run your business.
Sales Reporting
Sales organizations generate enormous amounts of data—opportunities, accounts, pipeline activity, quotes, orders, sales reps, customers, territories, and forecasts.
Vari turns prepared sales datasets into structured reports for management, sales operations, finance, and leadership.
| Rep | Territory | Open opportunities | Pipeline | Closed-won | Win rate |
|---|---|---|---|---|---|
| A. Moreno | Northeast | 38 | $1,284,000 | $412,500 | 31% |
| J. Patel | Midwest | 44 | $1,102,750 | $398,200 | 28% |
| K. Osei | Southeast | 29 | $946,300 | $351,900 | 34% |
| R. Lindqvist | Pacific | 51 | $1,530,400 | $287,600 | 22% |
Give sales teams a consistent reporting format instead of manually combining spreadsheets and CRM exports.
Healthcare Sales Reporting
Healthcare sales often involves more operational complexity than traditional sales.
A single transaction may involve a hospital, physician, product, procedure, purchase order, supplier, commission, invoice, and sales representative.
Vari provides the reporting layer that turns prepared healthcare sales data into understandable business reports.
| Sales Total | Commission | Hospital | Physician | Product | PO | Case Date | Status |
|---|---|---|---|---|---|---|---|
| $18,420.00 | $1,842.00 | Contoso General | Dr. L. Chen | Spinal rod 5.5 mm | PO-58213 | 4/1/2026 | Matched |
| $1,240.00 | $124.00 | Fabrikam Medical | Dr. A. Rahman | Bone graft 10 cc | PO-58219 | 4/1/2026 | Matched |
| $4,860.00 | $486.00 | Woodgrove Regional | Dr. M. Okafor | Pedicle screw set | PO-58224 | 4/2/2026 | Unmatched |
| $312.50 | $31.25 | Contoso General | Dr. L. Chen | Suture kit | — | 4/2/2026 | Warning |
| $3,420.00 | $342.00 | Contoso General | Dr. R. Novak | Plate and screw kit | PO-58251 | 4/7/2026 | Unmatched |
For reconciliation workflows, the underlying product design supports rendering matched, unmatched, warning, and summary sheets after another service performs the comparison.
Help healthcare sales organizations understand where revenue is coming from, identify reporting gaps, and create reliable operational records for finance and sales teams.
Health Operations
Healthcare operations teams work across large amounts of operational information—cases, facilities, providers, inventory, documents, orders, utilization, exceptions, and workflow activity.
Vari converts prepared healthcare operational data into structured reports that teams can review and distribute.
| Case | Facility | Provider | Procedure | Case date | Missing document | Days open |
|---|---|---|---|---|---|---|
| C-20931 | Contoso General | Dr. L. Chen | Knee arthroscopy | 9/2/2026 | Usage form | 4 |
| C-20947 | Fabrikam Medical | Dr. A. Rahman | Lumbar fusion | 9/3/2026 | Implant log | 3 |
| C-20958 | Woodgrove Regional | Dr. P. Haas | Hip replacement | 9/3/2026 | Signed PO | 3 |
| C-20976 | Northwind Surgical | Dr. S. Iyer | ACL repair | 9/4/2026 | Usage form | 2 |
Vari is intentionally designed to receive prepared structured information rather than directly performing OCR, CRM querying, matching, or business analysis itself.
Supply Chain Reporting
Supply chains generate data across suppliers, purchase orders, warehouses, products, shipments, invoices, inventory, and ERP systems.
Vari brings prepared supply-chain information into standardized operational reports.
| PO | Supplier | Product | Quantity | Cost | Status | Expected Date | Delivery Date | Exception |
|---|---|---|---|---|---|---|---|---|
| PO-31877 | Contoso Industrial | Nitrile gloves, case | 1,200 | $18,600.00 | Delivered | 8/12/2026 | 8/11/2026 | — |
| PO-31902 | Fabrikam Parts | IV set, 20 drop | 450 | $6,975.00 | In transit | 8/15/2026 | — | Delayed |
| PO-31915 | Wide World Importers | Surgical drape pack | 800 | $12,240.00 | Backordered | 8/18/2026 | — | Backorder |
| PO-31928 | Proseware Supply | Sterile gauze, 4 in | 2,000 | $9,400.00 | Delivered | 8/20/2026 | 8/22/2026 | Late delivery |
Reduce time spent building operational spreadsheets and give procurement, finance, warehouse, and management teams a common reporting format.
FinOps
FinOps teams need visibility into costs, transactions, exceptions, usage, budgets, and financial operations—but the underlying information often lives across multiple systems.
Vari converts prepared financial datasets into reusable operational reports.
| Department | Budget | Actual | Variance | Variance % | Status |
|---|---|---|---|---|---|
| Engineering (cloud) | $182,000 | $196,420 | +$14,420 | +7.9% | Over budget |
| Data platform | $96,500 | $91,880 | −$4,620 | −4.8% | Within budget |
| Sales operations | $48,000 | $47,215 | −$785 | −1.6% | Within budget |
| Customer support | $36,200 | $39,870 | +$3,670 | +10.1% | Over budget |
The underlying reporting product explicitly supports finance and audit packs built from prepared transactions, exceptions, or anomaly findings.
Give finance and operations teams structured reports that can be reviewed, distributed, archived, and audited without manually rebuilding the same reporting logic every month.
From Data to Business-Ready Report
Your CRM, ERP, healthcare application, financial platform, AI employee, connector, or operational service prepares the required data.
Vari receives structured rows or a secure dataset reference.
Vari validates the dataset, report format, organization, and reporting template.
The appropriate worker produces the requested:
Excel|PDF|HTML
Vari checks:
The completed artifact is securely stored and returned through controlled access.
This mirrors Vari's underlying request → validation → worker generation → completeness verification → secure result flow.
More Than “Report Generated”
A generated file does not necessarily mean a correct report.
For critical business workflows, silently dropping records can create financial, operational, and compliance risk.
Vari treats completeness as part of the report itself.
It can track whether the requested dataset was fully represented and record:
The product is specifically designed not to silently replace a full requested report with a sample or “Top 10” subset.
Generated 1 July 2026, 06:00 UTC by Vari
Built for Operational Scale
Large datasets should not require thousands of rows to sit inside an AI conversation.
Vari separates reporting from the AI reasoning layer.
Prepared datasets can be securely referenced and processed by dedicated reporting workers.
That means AI employees and operational applications can trigger large reports without turning report generation into a long-running model session.
// Sent by an AI employee: a reference, not 48,206 rows
vari.reports.create({
dataset: "ds_supply_aug",
template: "supply-chain-ops@4",
format: "xlsx",
})// Run by a reporting worker in the background
| 06:00:02 | validated | dataset, template, organization |
| 06:00:05 | batch 1/5 | rows 1–10,000 |
| 06:00:09 | batch 2/5 | rows 10,001–20,000 |
| 06:00:12 | batch 3/5 | rows 20,001–30,000 |
| 06:00:16 | batch 4/5 | rows 30,001–40,000 |
| 06:00:19 | batch 5/5 | rows 40,001–48,206 |
| 06:00:20 | verified | 48,206 in, 48,206 out, 0 failed, 0 omitted |
| 06:00:21 | delivered | stored with organization-scoped access |
Your teams don't all consume information the same way.
For analysts, finance teams, reconciliation, filtering and detailed operational data.
For executives, customers, audits, formal reporting and controlled distribution.
For interactive business views, internal portals and browser-based reporting.
Vari can generate multiple formats from the same prepared dataset and common reporting contract.
Vari becomes particularly valuable when combined with AI Employees and automated workflows.
AI Employee
Analyzes business workflow
CRM / ERP / Healthcare / Finance Connectors
Provide data
Business Logic
Prepares results
Vari
Generates the complete report
Excel | PDF | HTML
This separation is important: the reporting layer stays reusable instead of becoming another CRM, OCR, analytics, or BI system.
Turn pipeline, account and revenue data into operational sales reports.
Connect hospitals, physicians, cases, products, POs and commissions in one reporting workflow.
Create structured operational reports across healthcare workflows, cases and utilization.
Report across suppliers, inventory, purchase orders and fulfillment.
Turn financial transactions, costs and exceptions into controlled operational reporting.
Simple plans based on report volume, row capacity, output storage and operational service level.
Recommended planPopularUp to 500 reports and 250,000 rows per report.
$49/month
Best for small teams producing routine operational reports.
Choose BasicEmail support, 2 business day response target
$149/month
Best for growing teams with recurring and higher-volume reporting.
Choose PopularEverything in Basic, plus
Priority email support, 1 business day response target
Starting at
$499/month
Best for large organizations, high-volume workflows and custom governance.
Contact SalesEverything in Popular, plus
Dedicated customer success and solution support
| Category | Basic$49/month | Popular$149/month | EnterpriseStarting at $499/month |
|---|
| Category | Basic | Popular | Enterprise |
|---|---|---|---|
| Monthly price | $49/month | $149/month | Starting at $499/month |
| Reports / month | 100 reports | 500 reports | 5,000 reports |
| Maximum rows / report | 50,000 rows | 250,000 rows | 1,000,000 rows |
| Output storage | 5 GB | 25 GB | 250 GB |
| Included templates | 5 templates | 25 templates | Custom / 100+ templates |
What each plan covers, how large workloads run and what Enterprise can customize.
All pricing, report volumes, row limits, storage, template allowances and support targets are sample values and can be updated during commercialization.
Your organization already has the data.
Vari gives your systems, teams and AI workflows a consistent way to turn that data into reports people can actually use.