Data-to-Decisions Intelligence Platform

Turn enterprise data into business decisions in minutes.

Connect your spreadsheets, databases and operational systems. IqViss writes the decision brief: findings, risks and owned actions. Then you shape it by hand or by asking. The AI decides what to show, and code computes every number on it.

Every figure computed by code Drill to the rows behind it Every edit undoable
Operating Review · Q3 2026 computed by code
OverviewOperations
Output (units)128,440
Scrap rate3.8%
Downtime (hrs)214.5
Output by month
addPage "Finance"
addBlock chart · waterfall
query steps in source order
Applied Undo3 operations · previewed first
Excel workbooksCSVSQL ServerPostgreSQLMySQLGoogle SheetsZohoERPMESSCADAHistoriansIoT
01 · One canvas

Build it yourself. Or just ask.

A brief is not a static report. The person who reads it can add a tab, split a chart, change a filter or define a rule, either with the builder or in one sentence to Ask IqViss. Both work on the same canvas and use the same engine.

Manual

Full control when you want it

  • Chart builder on real data. Pick measures, group-bys, time buckets, filters and top-N. The preview shows the actual numbers.
  • Free layout. Drag, resize, duplicate. Add pages, rename them, reorder them.
  • Filters where you want them. On every page, on chosen pages, or on chosen cards only.
  • Fields & rules. Derived fields, days-since, status rules, roll-ups, status matrices and entity cards.
Ask IqViss

Say it, see it, keep it

Add a Finance tab with a cash-flow waterfall
→ addPage · addBlock waterfall
Show rejection rate by supplier, worst first
→ ratio · group by Supplier · sort desc
Mark a site critical when 3 sensors go silent
→ setRule · roll-up · status matrix
Only filter by plant on the Operations tab
→ setFilter · where: Operations
Previewed firstEvery AI change shows on the canvas before you apply it.
Undo & historyEdits are stored as operations, so you can undo or redo any of them.
Real values onlyFilters and rules must match values that exist in your data.
Asks, never guessesA missing threshold gets a question back, not an invented number.
02 · Trust

The AI proposes. Code computes.

A confident wrong number is worse than no number. IqViss keeps judgment and arithmetic apart, so every figure on a brief can be traced back to its rows.

AI

Proposes

What to look at, which fields answer it, how to frame it for the reader.

Code

Computes

Every aggregate, ratio, join and roll-up, validated before anything renders.

You

Verify

Drill into the rows, read the lineage, approve the brief before it goes out.

Drill to the rows behind any figure

Click a bar, point or slice. You get the exact rows it was drawn from, using the same grouping as the chart.

Data lineage on every brief

Source → table → field → relationship → page → card. You can see which joins were used and why each one was accepted.

A preparation log for every upload

We record the title rows, total rows, renamed headers and converted dates we handle. The AI never edits your values.

No invented figures

Projected savings and numbers the AI typed in are withdrawn. A KPI we cannot compute is shown as a data gap, never estimated.

The units your data states

Reads the currency and scale your workbook declares, such as thousands, millions, lakh or crore, and formats every card to match.

Rejected claims by plant · click a bar 412 of 412 rows
NorthEastSouthWest
Rows behind “East”exact match
ClaimPartStatusDays
C-20417HX-220Rejected34
C-20452HX-118Rejected29
C-20488VL-310Rejected21
C-20503HX-220Rejected18
C-20511BR-040Rejected12

+ 407 more · trace each row to linked records

03 · Platform

Six layers. One intelligence kernel.

Finance, production, quality, maintenance, supply chain: they are modules on one platform, not separate apps. They activate together on the evidence in your data and roll up correctly. A plant’s ratio is never an average of its machines’ ratios.

01

Connect

  • Excel, CSV, SQL databases, Sheets, ERP
  • File library with no row cap
  • Queries run inside your database
02

Context

  • Data model: choose, rename, calculate
  • Join views and governed SQL views
  • Shift calendars and org hierarchy
03

Analyze

  • One query engine for every card
  • Status rules, roll-ups, matrices
  • Trends, anomalies, concentration
04

Visualize

  • Multi-page decision briefs
  • Waterfalls, matrices, entity cards
  • Drill to rows from any chart
05

Decide

  • Risks, questions, recommended actions
  • Tracked actions with owners and SLAs
  • Threshold alerts
06

Govern

  • Lineage and preparation log
  • Roles, review and approval
  • Undoable edit history
04 · Operate

From insight to owner.

A brief keeps working after it has been read. It refreshes, watches thresholds, reaches people where they already work and keeps track of each decision until it is closed.

Dashboard mode

Time ranges that every card follows, auto-refresh, and saved views your team can switch between in one click.

7D30DQTDYTDCustom·refresh 5 min·view: Night shift

Threshold alerts

Downtime above 120 hrs
Email · Slack · Teams

Tracked actions

Each action has an owner and an SLA that escalates. Its full history is kept.

open→in progress→done

Brief review

A second person approves a brief before it goes out. The submitter cannot approve their own.

draft→in review→approved

Scheduled delivery

Briefs arrive by email, Slack or Teams on your schedule, recalculated on the day they are sent.

Mon 08:00Daily

Exports that match the screen

An Excel workbook with one sheet per chart, presentation decks and share links. Exports use the same computation as the screen, so the figures always match.

Operating context

Shift calendars where a night shift belongs to the day it started, and an org hierarchy from company down to machine. Trace any record forward and back through its linked records.

05 · Who it’s for

Written for the people who run the business.

The same data reads differently for each owner. A brief is framed for the person who has to act on it, and wording changes nothing about how a figure is computed.

CEOs

One executive view across functions, with the gaps stated plainly.

CFOs

Cash bridges, margin, receivables and spend, in the units your books use.

COOs

Operational loss, delivery risk and the actions that close them.

Plant Heads

Output, downtime and scrap by line and shift, including night shifts.

Quality Teams

Defects, suppliers and rework, traced back to the records behind them.

Analysts

Build by hand when you want control, and ask when you want speed.

06 · Beyond dashboards

Not another dashboard. A layer above it.

IqViss works alongside the reporting you already have. It adds the part that turns reports into decisions, and keeps those decisions accountable.

 
IqViss
Traditional reporting
Output
A decision brief: findings, risks, questions and owned actions
Charts you interpret yourself
Building it
Ask in plain language, or build by hand on the same canvas
Report design, data modelling, IT tickets
Changing it
Previewed, undoable operations, one sentence at a time
Rebuild the report
Numbers
Computed by code, traceable to rows and lineage
Correct only if every measure was modelled correctly
After reading
Actions with owners and SLAs, alerts and scheduled delivery
Export, email, follow up by hand
Simple, transparent pricing

Choose your intelligence tier

Start free and scale as your operations grow. Every plan includes the core operational intelligence engine.

Free

Explore IqViss

Free forever

  • 2 intelligence briefs
  • Excel & Tally upload
  • Revenue, Margin & AI Score
Start free

Growth

For growing teams

Coming soon

  • 10 intelligence briefs
  • Ask IqViss AI
  • Cash Flow intelligence
Get started
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Pro

Full AI suite

Coming soon

  • Unlimited briefs
  • SQL database connect
  • Daily AI monitoring
Get started

Business

Complete platform

Coming soon

  • Inventory, Quality & HR intel
  • ERP connectors
  • API access
Get started

Enterprise

Custom for your org

Custom pricing

  • Everything in Business
  • SSO & advanced security
  • Dedicated support
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Enterprise plans include SSO, dedicated onboarding, custom ERP integrations, and white-glove support tailored to your operations.

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Better Intelligence. Better Decisions. Better Business.

Turn enterprise data into business decisions in minutes.