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Journal

Voice AI guides and case studies

The newest articles come first. Below them are case studies from live phone lines and every guide, sorted by the question your team is answering.

Latest

New on the journal

The newest articles, with the date each one went live. Every article is also filed under its topic below.

WhatsApp messages to customers

Which WhatsApp Messages Do Customers Reply To?

Which WhatsApp messages customers reply to: what the first message says, one easy question, when to send it, example messages and a test to run.

Read the article
Customer satisfaction survey

How do you get customers to answer a survey?

A customer satisfaction survey scores only the customers who answer. Check the response rate and who answered, with a split test and a sample call.

Read the article
Marketing operations

Why doesn't B2B lead generation bring sales?

B2B lead generation is counted at the form, but sales are decided in conversations. Measure each lead source at three gates, with an example month.

Read the article
Booking operations

When should you send an appointment reminder?

When to send an appointment reminder: work back from the last moment you can count on rebooking a freed slot. Example timings, a schedule and messages.

Read the article
Buying guide

What outsourced telesales really costs

Compare outsourced telesales agencies on cost per accepted meeting, not price per hour or appointment, with an example month and 12 questions to ask.

Read the article
Buying guide

The real cost of a phone answering service

A phone answering service price list shows what an answered call costs. Compare cost per completed call instead, with an example month and 12 questions.

Read the article
In-depth guides

Longer reads for planning a line

Guides with the detail a team needs before it puts conversational AI on a live phone line.

Sector

AI in healthcare tourism, from inquiry to booked trip

Where AI helps between inquiry, coordinator and booking, and where clinical decisions stay with staff.

Read
Sector

Closing language and time-zone gaps for international patients

Patient conversations across languages and time zones, with clear consent, handover and CRM outcomes.

Read
Sector

Serving hotel guests in their own language

Why translation alone is not enough, and how a guest line handles language from the first turn.

Read
Sector

AI agents in traditional sectors: where to start

Pick one bounded workflow, connect it to the system of record and make the handover explicit.

Read
Quality and testing

Turning your top performers' calls into a repeatable workflow

Find the pattern behind your best people's calls, turn it into an approved workflow and test it before release.

Read
Operating model

Call center bottlenecks: diagnose before you automate

Build a baseline, find the failure by intent, queue and hour, then choose a first workflow.

Read
Quality and testing

Prompt engineering for phone conversations

From prompt tricks to layered prompts designed around how people really behave on the phone.

Read
Operating model

Giving an AI employee a role, limits and a handover

Define what the agent owns, where it stops and who takes over before it takes its first call.

Read
Sector

AI in B2B sales: qualify by intent, write it to the CRM

Define the qualification fields before the first call and give sales an outcome they can act on.

Read

Featured guide

Operating model

Multilingual customer service with voice AI: an operating guide

Language detection, localized answers, quality review per language and one record across voice, chat and the CRM.

Read
Buying and business case

Deciding what to buy

What missed calls cost, which questions to ask a vendor, ROI and the build or buy choice.

Buying guide

What outsourced telesales really costs

Three pricing models, one example month and 12 questions: compare agencies on what an accepted meeting costs.

Read the guide
Buying guide

The real cost of a phone answering service

Compare answering services on cost per completed call, with an example month and 12 questions to ask before you sign.

Read the guide
Buying guide

AI agent, outsourcing or in-house team?

Score each call type on seven factors with your own weights, and see when each option is the wrong choice.

Read the decision table
Operating snapshot

DRING's operating numbers, with their limits

Our own numbers from live lines, each with what it counts and where it stops, plus questions to ask any vendor.

Read the snapshot
Decision guide

What missed calls really cost

A step-by-step formula with low, middle and high cases, and where to find your own numbers.

Read the decision guide
Buying guide

30 questions to ask a voice AI vendor

Score every vendor on the same questions, weights and test calls from your line.

Read the template
Decision guide

Voice AI ROI and cost per resolved call

Build the business case on resolved outcomes, not minutes or dials.

Read the decision guide
Business case

Cost per resolved call

Compare subscription, people, telephony and completed outcomes.

Read the guide
Decision guide

AI receptionist or AI agent platform?

When a receptionist is enough, and when the call has to act in your systems and needs a platform.

Read the decision guide
Decision guide

Outsource the call center, or use AI?

Which calls AI staff take, which stay with your team or outsourcing partner, and how both work together.

Read the decision guide
Buying guide

Build vs buy for voice AI

Compare control, integration effort, operating cost and time to value.

Read
Strategy

Voice AI vs IVR

Choose the right role for natural language, menus and human fallback.

Read the guide
Comparison

Agent vs chatbot vs IVR

Compare conversational depth, action scope and operating cost.

Read the guide
Buying guide

Voice AI for mid-market call centers

How to choose one queue, the right controls and an honest first metric.

Read
Buying guide

Voice AI for 50-100 person companies

For a smaller company: one bounded workflow, one named owner and a package that fits.

Read the guide
Strategy

Inbound vs outbound voice AI

Decide which direction is the right starting point for your operation.

Read
Planning

Subscription and capacity planning

Match package scope to peaks, languages and the next release.

Read the guide
Agent Factory

Factory vs one-off prompt tuning

See why testing and release ownership matter after launch.

Read the guide
Launch, testing and quality

Going live and staying right

Implementation plans, testing before launch, handover design and fixing what breaks on live calls.

Response guide

When AI gives a caller the wrong price

Close the five doors a wrong answer comes through, and run a five-step drill when one reaches callers.

Read the response drill
Launch guide

How to judge a 30-day pilot

Set a baseline, five metrics and their stop lines before day 1, then Expand, Extend or Stop on day 30.

Read the pilot card
Troubleshooting guide

Good demo, bad live calls

Match each live-call symptom to the layer that broke, then count first breaks to see what to fix first.

Read the diagnosis table
Implementation

A 90-day voice AI implementation plan

Move from call mapping to a measured production pilot in clear stages.

Read
Quality

How to test voice AI before production

Use realistic interruptions, accents, edge cases and regression reviews.

Read
Testing

1,000 to 10,000 simulated conversations

Why every agent is tested on conversations built for your company before its first real call.

Read the guide
Quality

Quality sampling for voice AI

Sample the calls that reveal risk, rework and customer effort.

Read the guide
Continuous improvement

From call evidence to the next release

Turn recurring call patterns into tests, controlled releases and measurable learning.

Read the guide
Quality

Human handover in voice AI

Give a teammate context, confidence and a clear reason for the transfer.

Read
Quality

Designing human handover

What a handover must carry so the customer does not have to repeat the story.

Read the guide
Architecture

Tool calling is not automation

Define permissions, confirmations, failures and ownership around every action.

Read the guide
Adoption

Change management for voice AI

Give frontline teams a clear role in design, review and escalation.

Read
Telephony

Migrate from IVR to voice AI

Modernize a phone line in stages without losing fallback control.

Read the guide
Operating model

The AI workforce model

Give agents roles, owners, quality bars and capacity plans.

Read the guide
Operations, metrics and integrations

Running AI staff day to day

The numbers to track, coverage planning, CRM write-back, telephony and routing.

WhatsApp

Which WhatsApp messages customers reply to

Say who is writing and why, ask one question customers can answer in one tap, and answer back quickly. Measure replies, not only reads.

Read the WhatsApp messages guide
Surveys

How to get customers to answer a survey

Ask soon, ask two questions, use a channel customers answer and follow up every low score. Check the response rate before the score.

Read the survey guide
Lead generation

Why B2B lead generation brings few sales

Measure every lead source at three gates: Reached, Qualified and Accepted by sales. Rank them by cost per accepted lead, not cost per lead.

Read the lead generation guide
Reminders

When to send an appointment reminder

Work back from the decision point: send the main reminder days early, call customers who did not answer, and add a short note the day before.

Read the reminder timing guide
Sales follow-up

Why your quotes go unanswered

Five questions, in order, find the quote state. Leave one next action with an owner and a date, and know when to stop.

Read the follow-up process
Outbound

When to call again, and when to stop

Retry a line result, follow a spoken answer, and set the attempt cap by purpose, checked against attempt yield.

Read the retry policy
Metrics

Why your AI agent makes callers wait

Split the response gap into six parts, read the 90th percentile by turn type, then fix the largest part in the slowest turns.

Read the latency guide
Metrics

Where callers hang up on AI calls

Split completed from abandoned hang-ups, place each at one of six stages, then compare stage rates, not shares.

Read the hang-up map
Metrics

Containment vs resolution rate

Keep the two numbers separate so automation does not hide repeat work.

Read
Metrics

Containment vs resolution vs transfer

Measure what the customer actually experienced after the call.

Read the guide
Metrics

First-contact resolution in voice AI

Define resolution around the customer's job, not a short call.

Read the guide
Operations

Call center analytics for operations leaders

Build a metric dictionary that links calls to decisions and owners.

Read
Coverage

After-hours call center coverage

Cover nights and overflow while keeping sensitive cases with people.

Read
Operations

Seasonal call volume planning

Prepare for peaks without moving the queue to human escalation.

Read the guide
Integrations

CRM integration and call summaries

Turn a conversation into a structured record a sales or support team can use.

Read
Integrations

CRM write-back data model

Turn a conversation into a record the next team can use.

Read the guide
Telephony

Enterprise voice AI telephony reliability

Plan numbers, failover, routing and outage behavior before launch.

Read
Omnichannel

Voice and WhatsApp together

Continue one case across voice, messaging and the CRM.

Read the guide
Operating model

Inbound and outbound together

Use different strategies without creating separate customer memories.

Read the guide
Routing

Emotion-aware routing

Use observable signals carefully, without pretending to diagnose emotion.

Read the guide
Industries

Voice AI by industry

Workflows and customer moments in healthcare, logistics, finance, sales, HR, hospitality and more.

Healthcare and health tourism

Logistics and transport

Finance, sales, HR and other sectors

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