Analytics software, compared
Most B2B telecoms providers choose between spreadsheets, a BI suite, a planning platform and an enterprise data platform. Each is right for something. This page sets them against the questions B2B telecoms providers actually ask, and shows what each needs before the first answer.
Excel or Google Sheets, with exports pasted in and formulas rebuilt each period. Suits a one-off question that will not come back.
Business intelligence tools for modelling data, building dashboards and sharing reports. Suits an organisation standardising reporting across many teams.
Platforms for budgeting, forecasting and scenario planning, connected to the ledger and other systems. Suits a finance team replacing spreadsheet budgeting across the organisation.
Platforms that integrate an organisation's systems into one governed model and build applications and AI on top of it. Suits a programme to connect many systems across the whole organisation.
Reads the exports B2B telecoms providers already produce and answers the questions below, with every figure computed by our tools and checked. Set up for you within a week.
| Time to the first answer | What it needs | Who builds it | Where “why” comes from | |
|---|---|---|---|---|
| Spreadsheets | Hours, and the same hours again every month | An analyst's time each period | An analyst, by hand, every period | Whatever the analyst builds that month, checked by whoever has time |
| BI suites | Usually days to weeks: a data model built, measures written in the tool's own language, reports designed | A clean data source or warehouse, a data model, and someone who can write the tool's measures | A BI developer or analyst, often in a central data team | A dashboard shows what changed; explaining why is usually a new report someone builds |
| FP&A and planning platforms | Usually months: models built, the ledger and other systems integrated, often with an implementation partner | Model builders, integration with the ERP or general ledger, and an implementation project | Certified model builders, internal or from a partner | Built to produce the plan; explaining the month's variance often goes back to a spreadsheet |
| Enterprise data platforms | Usually weeks to months: sources integrated, a data model or ontology built, then applications on top | Integration work across source systems, a data model, and engineers who build and maintain it | Data engineers, often with the vendor's own engineers or a partner | Possible once the model is built, as an application someone designs for it |
| Covirage | Minutes on a file you already export; set up for you within a week | The exports your systems already produce. No warehouse, no modelling language, no data team | We map the columns once and set the dashboard up for you | An explain block splits every change into its causes; the lines sum to the change, and each opens to its rows |
These are typical patterns, not a verdict on any product. Each kind of tool is right for somebody; the table shows who does the work before B2B telecoms providers get an answer.
| The question | The measure | What Covirage returns |
|---|---|---|
| Where does the estate record disagree with the bill? | Estate currency | Services on the estate matched to the bill, with orphans and ghosts listed by account and value. |
| Which services are billed but ceased, or live but unrecorded? | Orphan and ghost services | Ghosts, billed after cease, and orphans, live with no estate record, by account and source. |
| How many of each customer's sites do we serve? | Site penetration | Sites served over sites known, by account, with the unserved sites. |
| Which sites hold one product where similar sites hold three? | Product attach per site | Products per site against the norm for the site type, with the gap. |
| Is every renewal in the window owned and quoted from a current estate? | Renewal calendar coverage | Renewals due with an owner and a quote over renewals due, with estate currency at each. |
| How long from order to activation, and where does it stall? | Order to activation time | Days from order to live by product and stage, with the stalled orders. |
Every one is an export your systems already produce. Every way data can arrive is listed on the upload page.
Estate currency. Reconciling estate to billing is done at renewal, in a hurry, when it costs most.
The renewal calendar. A thirty-six month contract signed by a predecessor ends next quarter and is on no one's list.
Activation delays. Owned by delivery, invisible to sales, remembered by the customer.
Each page sets out what the product is built for, where it is strong, and when a lighter option fits better.
Alteryx alternatives · Domo alternatives · Palantir Foundry alternatives
Databricks AI/BI alternatives · Looker alternatives · Metabase alternatives · Power BI alternatives · Qlik Sense alternatives · Sigma alternatives · Sisense alternatives · Tableau alternatives · Zoho Analytics alternatives
Adaptive Planning alternatives · Anaplan alternatives · Pigment alternatives · Planful alternatives · Vena alternatives
It depends on what is in place. With a warehouse and a data team, a BI suite or a data platform gives the most control. With exports and a question that recurs every month, a tool that reads the files and answers the question directly gets there sooner. The table on this page sets the options side by side for the questions B2B telecoms providers ask.
Not to start. The measures on this page are computed from exports B2B telecoms providers already produce: estate record, billing file, customer site list, contract file. A warehouse helps when many systems must be joined continuously; it is not a prerequisite for the first answer.
It varies by approach: usually days to weeks: a data model built, measures written in the tool's own language, reports designed for a BI suite, usually months: models built, the ledger and other systems integrated, often with an implementation partner for a planning platform, and minutes on a file with Covirage, set up for you within a week.
In Covirage the AI model never does the arithmetic. It chooses the measure and explains the result; our tools compute every figure and check that the totals reconcile before anything is shown.
Asset managers · Commercial banking · Compliance · Construction and building materials · Consulting and advisory · Customer service · Distributors · Education · Finance and FP&A teams · Financial services · FMCG and CPG brands · Foodservice distributors · Freight brokers and 3PLs · Healthcare and med-tech · Hospitality · Industrial distributors · Industrial manufacturers · Insurance brokers · Investment banking · Law firms · Oil and gas services · Pharma · Procurement · Retail banking · SaaS · Sales teams · Shipping and logistics · Sports · Supply chain · Tax and accounting · Trading · Wealth managers
Bring an export you already produce. The data map opens next, every column mapped once, and the first question is answered in minutes. Free, in your browser, no account. Or talk to us and we will set it up for you.