Give every service channel the same Brain behind products, policies and procedures.
Plans and promotions change monthly, service volumes are enormous, and every channel is expected to say the same thing about the same bill.
With ClearMash, we found true partners for the journey, and together we have achieved Cellcom’s service goals while dramatically enhancing our ability to maximize our knowledge in every customer interaction.
The flexibility in accommodating changes, seamless integrations, and creative solutions made ClearMash a true partner.
The offer changes faster than anyone can be trained on it
Operators run large, fast-moving portfolios: consumer and business plans, bundles, device financing, add-ons, roaming, promotions that stack in some combinations and not others, and legacy tariffs that customers have held for years and will ask about today.
Service runs through retail stores, contact centers, apps, web self-service, partners and AI agents, at volumes where a small percentage of misinformed interactions is a large absolute number. Service agent turnover is high, so at any moment a meaningful share of the frontline is new.
Billing is where all of it converges. Behind a bill question sits a prorated change, a promotion that ended, a roaming event, a device installment or an entitlement the customer believed they had.
Business customers add a dimension of their own. Contracted terms, negotiated rates and service levels differ per account, and the frontline is expected to establish which apply before quoting anything.
Retail adds a further complication. Store staff work partly from memory and partly from campaign material, they are measured on sales as well as service, and they are frequently the first to encounter a promotion rule that never made it into writing before launch.
What a telecom operator keeps in its Brain:
- Current and legacy tariffs
- Promotion rules and what they stack with
- Bundle terms and optional extras
- Device financing and installment terms
- Roaming rates and zones
- Fair use and data allowance policies
- How each charge on a bill is calculated
- Credit and goodwill limits
- Contract, early termination and porting rules
- SIM, eSIM and activation procedures
- Business account terms and service levels
- Troubleshooting guides for devices and services
What it costs at telecom volume
Inconsistency compounds here. A single unclear promotion rule multiplied across millions of interactions becomes credits, complaints, regulatory attention and churn among exactly the customers who called to sort it out.
The same unclear rule drives repeat contact, the most expensive pattern in the operation: a customer who calls back about the same charge costs more than the charge, and their satisfaction is already spent.
Regulatory exposure follows the same pattern. Misdescribed offers, incorrect early-termination positions and unclear roaming charges attract attention precisely because they scale.
- The challenge:
Conflicting answers by channel
The store, the app and the contact center describing the same offer differently.
With ClearMash Brain:Consistency across channels
Store, app, contact center and AI agents give the same answer.
- The challenge:
Unnecessary credits
Goodwill applied because the correct position takes too long to establish.
With ClearMash Brain:Fewer unnecessary credits
Goodwill given as a decision, with the correct position in view.
- The challenge:
Repeat contact
Calls back about a charge that was explained inconsistently the first time.
With ClearMash Brain:Lower repeat contact
Charges explained correctly the first time.
AI at telecom scale is an economics problem
Operators are among the heaviest deployers of AI in customer service, so every error and every inefficiency is multiplied. Wrong answers reach a lot of customers quickly, and inefficient context consumption is paid for on every interaction.
Governed product and policy knowledge reduces the errors and the cost together: AI agents carry less organizational context per interaction, go back for more less often, and have less room to guess about an offer that changed last week.
Consistency between AI and human channels matters more than either in isolation. A customer who gets one answer from the app and another from a service agent remembers the difference.
What every service interaction has to get right
A service agent has one interaction in which to settle them all, and then has to say something the customer can act on.
- WHATWhat this plan includes on this contract date.
- WHICHWhich promotion applies, and whether it stacks with what they already have.
- WHOWho can approve a credit, and up to what value.
- WHENWhen the price change takes effect for existing customers.
- WHYWhy the charge stands, in words the customer can be given on the call.
- HOWHow a service agent or an AI agent should explain this charge.
A question about the bill is a question about a rule that moved.
The charge is explained, and no credit is needed.
A customer asks about one charge. Every line of the bill is traced back to the rule that produced it - the proration, the roaming rates, the device plan - and the withdrawn tariff this account still holds is put beside the line it explains, so the charge is explained once and no credit is needed to end the call.
What Plans · Tariffs · Entitlements
- Plan terms
- Tariff Jun 26
- Legacy tariff
- Entitlement
- Promotion rule
- Stacking rule
- Roaming rates
- Device plan
- Credit limit
- Contract terms
- Proration rule
How Explaining · Crediting · Retaining
- Explain a bill
- Check the plan
- Credit approval
- Retention offer
- Change the plan
- Escalation rule
- Wording to use
- Port-out steps
- AI agent skill
- Close the case
- Follow-up step
Context Decides which What and which How to act on, for this account
- Who This account
- When Billing period
- Where Channel
- Which Plan held
- Why Why it stands
- Retail and centersthe same offer, everywhere
- Customersthe bill, explained once
- AI agentsless context, same rules
- What was missing is added
Tangible impact
The changes a working Brain makes, in the order an operator at volume meets them.
Business impact
- Reduction in inquiry handling time 28%
- Increase in customer satisfaction 15%
- Increase in first contact resolution (FCR) 40%
- Increase in self-service adoption 30%
- Reduction in new employee onboarding 70%
- Increase in employee satisfaction 62%
- Reduction in expert escalations 65%
- Reduction in compliance violations 14%
Technological impact
- Reduction in AI costs 74%
- AI agent accuracy from 85% to 97%
- Increase in AI agent speed 25%
Additional measures
Alongside them, the measures a telecom operation already produces hourly:
- handling time
- first-contact resolution
- repeat contact
- credit volume
- self-service completion
- cost per interaction
Enterprise control at consumer scale
Ownership and approval for offer and policy knowledge, access control across a large frontline and partner network, and a record of what was published when a promotion changed. The Brain supplies what a charge means; the charge itself, and the customer it belongs to, remain in billing.
See one charge explained the same way everywhere
Book a demo and we will show you a charge explained from the tariff, the promotion and the date, alike in the store, in the app and at the contact center.
Prefer to start with the numbers? The impact estimator works them out