Blog · Alternatives and comparisons · Telecoms and connectivity
How B2B telecoms providers should choose analytics software: start from the questions, check the data you hold, ask vendors ten questions, avoid the traps.
Most buying decisions for analytics start from a feature list. For B2B telecoms providers the better start is the questions that come back every month, the files already on hand, and the traps that make a tool look right in a demonstration and wrong in the first board meeting.
| The question | The measure behind it |
|---|---|
| Where does the estate record disagree with the bill? | Estate currency |
| Which services are billed but ceased, or live but unrecorded? | Orphan and ghost services |
| How many of each customer's sites do we serve? | Site penetration |
| Which sites hold one product where similar sites hold three? | Product attach per site |
| Is every renewal in the window owned and quoted from a current estate? | Renewal calendar coverage |
| How long from order to activation, and where does it stall? | Order to activation time |
Any tool you consider should answer these from your data, not from a sample. Ask to see it.
If a vendor needs a warehouse built before it can read these, count that in the cost and the time.
Ask whether the tool enforces these, and what it does when they fail:
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.
Number of connections. A broadband line and a gigabit circuit counted alike.
Orders taken. Activated, on time, is what the customer experiences.
Average revenue per account, alone. Penetration and attach explain it.
| Criterion | Weight | Tool A | Tool B | Covirage |
|---|---|---|---|---|
| Answers our six questions on our own data | High | |||
| Time to the first answer | High | |||
| Needs a warehouse or data team | Medium | |||
| AI calculates figures, or only explains computed ones | High | |||
| Every total reconciles; figures open to rows | High | |||
| First-year cost, all in | Medium |
Covirage reads the exports above, answers the questions with figures our tools compute and check, and is set up for you within a week. See analytics software for telecoms and connectivity compared, AI analytics for telecoms and connectivity and Covirage for Telecoms and connectivity.
For the measures in full, with formulas and exports, read Sales KPIs for B2B telecoms providers.
The answer to their own questions, from the data they already hold, with every figure reconciled. Features matter less than what the tool needs before the first answer and who maintains it.
It can be, with a warehouse and someone to build and maintain the model. Without them, the dashboard shows what changed and the explanation is still an analyst's job.
Usually: estate record, billing file, customer site list, contract file, crm, order and provisioning system. Most analytics questions in this industry can be answered from those exports.