AI companion apps went from a niche curiosity to a crowded market in about two years. Dozens of platforms now promise a chat partner who remembers your day, sends pictures, and picks up the phone when you call.
Most of them fall apart the moment you test them for a week. The memory resets, the images look melted, or the pricing page hides a second currency you did not know existed.
So the real question is simple. Out of everything available right now, is Secrets ai the one worth your money in 2026?
I dug through the official documentation, the pricing tiers, the credit costs, and what real users say on review sites and forums. This post gives you the full picture: what works, what costs extra, and who should skip it.
Read to the end. The pricing section alone will save you money.
In A Nutshell
- It is a full companion platform, not just a chatbot. Secrets AI combines text chat, image generation, short video clips, voice calls, custom character building, and group conversations in one browser based product. You are not paying for one feature. You are paying for a toolkit.
- Privacy is the headline selling point. You can create an account without handing over an email address, pay with cryptocurrency or a card, and the charge appears on your statement as S LABS INC. There is no app store icon sitting on your phone screen.
- Two prices exist, and you need to understand both. Your subscription buys chat and access. A separate credit called Moments pays for images, videos, voice calls, and extra characters. Ignore this and your bill will surprise you.
- The plans are simple in 2026. Free costs nothing and gives you 20 messages per day. Premium runs $19.99 monthly with 8,000 Moments. Ultimate runs $39.99 monthly with 15,000 Moments plus group chats and personas.
- Memory is genuinely good now. The platform got a major memory upgrade. Your companion pulls relevant details from older conversations before it replies, and you can view, edit, and delete every saved memory yourself.
- It suits chatters more than media addicts. If you mostly talk and generate the occasional picture, the value is strong. If you want unlimited video every day, the credit meter will fight you.
What Is Secrets AI Exactly?
Secrets AI is an adults only AI companion platform that runs entirely in your web browser. You pick a companion from a large roster, or you build your own, and then you talk.
The conversation sits at the center of everything. Around it, the platform layers image generation, video generation, voice calls, and text to speech playback.
Think of it as a chat app with a creative studio bolted on. You describe a scene in conversation, then generate a picture of that scene, then animate the picture into a short clip.
The company behind it operates under S Labs Inc. The product has no iOS or Android app, which sounds like a weakness until you realise the missing app is deliberate.
No app means no download history, no icon, and no app store receipt. For a product built around discretion, that trade makes sense.
Companions on the platform cover a wide personality range. Some are written as playful and light, others as calm and steady, others as dramatic roleplay partners with detailed backstories.
You are not locked into one relationship either. Multiple simultaneous chats are supported, each with its own history and its own memory scope.
The whole system is designed for long term conversation rather than one off questions. That is the core difference between a companion app and a general assistant.
If you have used a general purpose AI model and found it too formal or too cautious for casual company, Secrets ai sits at the opposite end of that spectrum.
Who Should Use Secrets AI In 2026?
Not every companion app fits every person. This one has a clear ideal user.
You are a strong fit if privacy drives your decision. The anonymous signup, the crypto payment option, and the discreet billing label solve real problems that most competitors ignore completely.
You are a strong fit if conversation matters more than pictures. Unlimited messaging on the paid tiers means you can talk for hours without watching a counter drop.
You are a strong fit if you like building characters. The custom character tools let you define appearance, voice, personality, and backstory, then edit that personality later.
You are a poor fit if you want a native mobile app. No push notifications on the lower tier, no offline access, and you will be bookmarking a website instead of tapping an icon.
You are a poor fit if you want endless video. Video eats Moments faster than any other feature on the platform, and unused monthly credits do not carry forward.
You are a poor fit if you are under 18. This is an adults only service with age confirmation at signup, and that rule is not negotiable.
There is also a middle group worth mentioning. Some people want an AI companion for light emotional company after a long day, nothing more.
That group does fine here, though they should honestly start on the free tier first. Twenty messages a day is enough to learn whether the writing style clicks with you.
Test before you pay. That advice applies to every app in this category, and it applies here too.
How Secrets AI Handles Signup And Privacy
This is the part that separates Secrets AI from almost every rival, so it deserves detail.
Most companion apps demand an email address, a phone number, or a Google login before you send a single message. Secrets AI does not require an email to create a working account.
That single design choice removes the most common real world risk. A leaked email list cannot connect you to an adult service if you never gave them an email.
Payment follows the same logic. Cards, virtual debit cards, and over 300 cryptocurrencies are accepted, with a $20 minimum on crypto transactions.
Card charges appear as S LABS INC on your statement. There is no product name, no category hint, nothing that invites a question from anyone reading the bill.
Prepaid subscription keys are also sold through G2A in three month and twelve month terms as a last resort payment route. Those keys do not auto renew, which some users actually prefer.
Now the honest caveat, because you deserve it. Everything runs in the cloud, so your conversations live on company servers regardless of how anonymous your account is.
Claims about zero logging and encryption are company statements, not things any reviewer can independently verify from outside. Treat the privacy here as strong protection from the people around you, not as a guarantee against the company itself.
That is still more than nearly anyone else offers. If discretion is your top priority, Secrets ai leads this category by a wide margin.
Chat Quality: How Real Does The Conversation Feel?
Chat is the product. Everything else is decoration, so this section matters most.
The writing quality is solid and consistent rather than spectacular. Companions stay in character, track what you said earlier in the session, and match your tone instead of steamrolling it.
One feature I like more than expected is reply length control. SMS mode sends several short messages like a real texting thread, while Paragraph mode returns one longer, more descriptive reply.
That choice changes the entire feel of the experience. Casual chat feels natural in SMS mode, and roleplay feels richer in Paragraph mode.
You can edit any message you already sent to regenerate the reply. That single tool fixes most bad responses without restarting a conversation.
For roleplay, the platform supports asterisk actions and out of character commands. You type a bracketed instruction and steer the scene without breaking immersion.
Time Travel lets you rewind a conversation to an earlier point and branch differently. Paid tiers get unlimited use of it.
Message length caps scale with your plan. Free users get 500 characters, Premium gets 1,000, and Ultimate gets 2,000 per message.
Language support is automatic. Your companion replies in whatever major language you write in, which is a genuinely useful touch for non English speakers.
Community feedback lines up with my read. Users on forums praise the contextual responsiveness and rate the reply quality as reliable, while noting output varies a little between attempts.
The Memory System Explained
Memory decides whether a companion feels like a relationship or a goldfish. Secrets AI treats it as a first class feature.
When you share something personal, the system detects it and saves it automatically in the background. Your job, your city, your hobbies, your goals, and your boundaries all get stored.
Each memory carries an importance level of HIGH, MEDIUM, or LOW. Core identity facts sit at the top, and passing preferences sit at the bottom.
The best part is the control you get. A memory panel shows everything saved, and you can delete entries, fix wrong ones, or click an importance level to change it.
You can also manage memory through conversation. Saying “remember that I am allergic to shellfish” saves it, and saying “actually I moved to Austin” updates the old entry.
A recent upgrade added Smart Mode, which runs a helper that searches your memories and past conversations before every reply. You see a thinking indicator while it works.
Memory depth scales with your plan, and the gap is significant. Premium accesses four times the memories with 60 percent more context, while Ultimate accesses six times with double the context.
Previous conversation recall follows the same curve. Premium recalls roughly 67 percent more prior conversations than free, and Ultimate doubles it.
Two limits worth knowing. Memories are stored per companion rather than shared globally, and there is currently no export option if you want to take your history elsewhere.
Memory groups solve the sharing problem partly. You can link companions to a shared memory group so a storyline carries across chats.
Spice Levels And Content Control
Secrets AI replaced its old content mode system with a simpler three step setting called Spice Level. This is a smart change.
Mild keeps conversations wholesome and friendly. It suits everyday chat, casual company, and light emotional support without romance.
Medium opens romantic and emotional territory. Deeper connection, light romance, and relationship style conversation live here.
Spicy is the open and uninhibited setting for adult users who want fewer restrictions. This tier is the reason the platform carries an adults only label.
You set a default for all new chats in your settings, and you can override it per conversation. That flexibility matters when you keep several companions for different purposes.
One practical note from the documentation. Changing the spice level mid conversation takes a few messages to settle, because the companion adjusts based on existing history rather than flipping instantly.
Even at the most open setting, moderation does not vanish. Prohibited content rules still apply, and characters based on real people or celebrities are blocked outright.
That last rule is the right call. Any platform that lets users generate content of real named individuals invites serious harm, and blocking it protects everyone.
The clarity here is a genuine strength. Many competitors bury content settings in menus or force you into one mode permanently.
For users who want a companion that can be sweet on Monday and dramatic on Friday, Secrets ai gives you the dial rather than deciding for you.
Image Generation On Secrets AI
Images are the most used paid feature on the platform, and the pricing is transparent once you know where to look.
A base image generation at 1.5K resolution costs 50 Moments. An advanced generation at 2K costs 100 Moments.
Extra reference photos in advanced mode add 10 Moments each after the first, which is included. Editing an existing image costs 50 Moments.
Advanced mode is where the real control lives. You write a natural language description of the scene, the framing, and the style, then choose your aspect ratio.
Quality is good but uneven, and I want to be straight about that. When a generation lands, you get a clean, on model picture that matches your prompt closely.
When it misses, you see the usual artifacts that affect this entire category. Faces drift slightly, hands misbehave, and fine patterns shimmer.
The sting is that every attempt costs the same whether it lands or not. A bad roll still spends your credits, so prompt carefully rather than spraying attempts.
Group chats support image generation too. An instant image button creates a group photo based on conversation context, and the system picks which companions appear.
Generated images can also become chat backgrounds. Portrait images work best on mobile and landscape works best on desktop.
My practical advice: run base 1.5K generations while you experiment with prompt wording, then switch to advanced 2K once you know what works.
Video Generation And What It Really Costs
Video is the most impressive feature on the platform and the fastest way to empty your balance. Both things are true.
Video generation requires a Premium or Ultimate subscription. Free users cannot access it at all.
The system animates a generated image based on a motion prompt you write. You describe what moves and how, not what the scene looks like.
Three content modes exist. Advanced is the primary model with reference media, frame control, and audio always included.
Advanced comes in Quality and Fast variants. Quality reaches up to 4K resolution, while Fast tops out at 720p but renders quicker.
Standard is the legacy model with optional audio and resolutions up to 1080p. Adult mode runs at 720p for eight seconds and costs 600 Moments.
Clip length ranges from 4 to 15 seconds depending on mode. Advanced and Standard costs scale with resolution and duration, and the exact price appears on the generate button before you commit.
That last detail is genuinely user friendly. You always see the cost before you spend.
The audio layer is the standout. Advanced mode generates lip synced speech, action sound effects, and ambient atmosphere in a single pass.
Keep dialogue to five or ten words per line for the cleanest lip sync, and label the emotion before the line for better tone.
Do the arithmetic before you get carried away. At 600 Moments for an adult clip, a Premium grant of 8,000 covers roughly thirteen videos in a month.
Audio Calls And Voice Features
Voice turns a text companion into something that feels present. Secrets AI handles it in two separate ways.
Text to speech plays any message out loud. You click a speaker button and hear the reply in your companion’s voice.
TTS pricing is granular at 10 Moments per 100 characters. A short 50 character message costs 10 Moments, and a 500 character message costs 50.
Messages need at least 20 characters to qualify. Audio tags the model adds, like a laugh cue, count toward the character total.
Audio calls are the bigger feature. You talk, the system transcribes in real time, and your companion replies with voice.
Calls cost 50 Moments per minute. On a Premium grant of 8,000 Moments, that works out to roughly 160 total minutes if you spend nothing else.
Group voice calls exist in beta on the Ultimate tier. Multiple companions take turns responding in one call, which creates a genuinely odd and interesting experience.
Each companion uses a distinct voice in group settings. That separation matters, because identical voices would make group calls unlistenable.
Call transcripts feed back into memory. Something you say out loud gets remembered later in text chat, which is a thoughtful continuity touch.
Voice is the feature I would ration most carefully. Fifty Moments a minute adds up faster than it reads on paper, and a long emotional call can quietly consume a quarter of your monthly grant.
Custom Characters And Personas
Pre made companions are fine. Building your own is where the platform gets interesting.
Character creation costs 500 Moments, and your first custom character is free. That free slot is a fair way to let people try the tool.
You control appearance, personality traits, voice, and backstory. The system also generates a personality draft you can refine rather than starting from a blank page.
Custom characters can use advanced image generation once you enable it in their settings. That means your own creation gets the same visual quality as the roster companions.
Personas work from the opposite direction. Instead of defining who your companion is, a persona defines who you are in the conversation.
You can create multiple identities and switch between them. One persona for casual chat, another for a long running roleplay storyline, each with its own framing.
Personas are locked to the Ultimate tier at $39.99 monthly. That gate is my main complaint about the feature layout on this platform.
Custom personality editing sits on the higher tier too. If you want to reshape a companion’s traits after creation, budget for Ultimate.
Community feedback on custom characters is mixed but leans positive. Users like the depth of the build options while noting that not every setting is available on every plan.
For creators who enjoy world building, this is the most rewarding part of Secrets ai. For casual users, the free roster is honestly enough.
Group Chats And Multiple Conversations
Group chats are the most unusual feature on the platform, and they belong to Ultimate subscribers only.
You add at least two and up to three companions into a single conversation. Mix roster companions with your own custom creations however you like.
Companions respond to you and to each other based on context. Each message shows clearly which companion sent it, and the header displays stacked avatars.
The scenarios people build with this get creative. Movie nights, beach parties, study groups, and multi character roleplay all work.
Memory in group chats is handled with real care. Every companion gets an individual memory scope you configure when creating or editing the group.
Private memory is the default, keeping group conversations completely separate from your one on one chats. Nothing bleeds across.
Shared memory groups link a companion to an existing storyline. That companion carries everything from your private chats into the group scene.
Here is the practical example from the documentation. Assign one companion to your main story group and leave the other on private memory, and one arrives with full context while the other starts fresh.
Once a memory group is assigned to a companion, it locks and cannot be changed. Plan that setup before you commit.
Two limits to know. Group members are fixed at creation, so changing the lineup means starting a new group, and group chats consume message limits and Moments like normal chats.
Multiple simultaneous private chats are available on all tiers, so you do not need Ultimate just to talk with several companions separately.
Moments: The Credit System You Must Understand
This section is the most important one in the entire post. Read it twice.
Moments are the internal currency that powers every premium feature. Images, videos, audio calls, text to speech, custom characters, and content bundles all spend them.
Your subscription includes a monthly grant that resets on your renewal date. Premium gets 8,000 Moments and Ultimate gets 15,000.
Grant Moments do not roll over. Anything unused at renewal disappears and gets replaced by the new month’s allotment.
Purchased Moments behave differently. Top up Moments you buy separately never expire and stay in your balance permanently.
Buying Moments requires an active paid subscription. Free users cannot purchase them at all, which makes the free tier a chat only experience.
Paid tiers earn a purchase bonus. Premium adds 10 percent to any Moments purchase, and Ultimate adds 15 percent.
Here is the example straight from the documentation. A 4,000 Moment purchase at $11.99 delivers 4,400 Moments on Premium and 4,600 on Ultimate.
Mid cycle upgrades are handled fairly. Unused grant Moments convert into non expiring top up Moments instead of vanishing, and you receive the new plan’s grant on top.
There are no cooldowns or daily purchase limits. If a payment fails, it is a payment issue rather than a platform restriction.
The honest summary: the subscription price is your floor, not your ceiling. Chat heavy users never notice, and media heavy users buy top ups every month.
Secrets AI Pricing Plans In 2026
Here is the full breakdown as it stands right now.
Free tier: $0. You get 20 messages per day, access to all companions, and the basic memory system. The limit ties to your device, so creating extra accounts does not reset it.
Free users cannot generate images or video, cannot make audio calls, and cannot buy Moments. Treat it as a genuine test drive rather than a trial.
Premium tier: $19.99 monthly. Annual billing drops that to $9.17 per month at $109.99 charged yearly, which is a serious discount.
Premium delivers unlimited messaging, 8,000 Moments monthly, video generation, exclusive bundles, the premium memory system, unlimited Time Travel, 1,000 character messages, and priority support.
Ultimate tier: $39.99 monthly. Annual billing drops it to $26.67 per month at $319.99 charged yearly.
Ultimate adds 15,000 Moments, the strongest memory system with six times memory access and double context, 2,000 character messages, proactive messaging where companions reach out first, personas, group chats, and custom personality editing.
My read on value is straightforward. Premium is the plan most people should buy, because it removes the message cap and unlocks video for under twenty dollars.
Ultimate earns its price only for two groups. Those who specifically want group chats and personas, and those who burn Moments fast enough that the bigger grant pays for itself.
Annual billing is where the real saving sits. Premium at $9.17 monthly is less than half the monthly rate.
Legacy Lite and Plus plans are being retired, with existing members moving to Premium at renewal with at least fourteen days notice.
Pros And Cons Of Secrets AI
Every platform has trade offs. Here are the ones that matter.
Pros
- Anonymous signup with no email required. Almost no competitor in this category offers this, and it removes the single biggest privacy risk that keeps people away from companion apps.
- Discreet billing under a neutral company name. Charges appear as S LABS INC, and cryptocurrency payments across 300 plus coins add another layer of separation.
- Unlimited messaging on both paid tiers. You never watch a message counter during a long conversation, which is exactly how a companion app should feel.
- A memory system you can actually control. Viewing, editing, deleting, and reprioritising memories yourself is rare, and the Smart Mode retrieval upgrade improved long range recall noticeably.
- Genuinely broad creative toolkit. Text chat, image generation up to 2K, video up to 4K with synchronised audio, voice calls, custom characters, and group chats sit in one product.
- Transparent generation costs. Video prices appear on the generate button before you spend anything, which prevents nasty surprises.
- Strong annual discounts. Premium at $9.17 per month on yearly billing is competitive against almost every rival monthly price.
Cons
- The Moments system creates a second bill. Media heavy users pay meaningfully more than the advertised subscription price, and that unpredictability frustrates people who want a fixed cost.
- Grant Moments expire monthly with no rollover. A quiet month cannot fund a busy one, which feels punishing.
- No native mobile or desktop app. Browser only access means no icon, no offline use, and a slightly rougher mobile experience than polished rivals.
- Best features sit on the top tier. Group chats, personas, and custom personality editing all require the $39.99 plan.
- Image and video output is inconsistent. Quality swings between excellent and mediocre, and failed attempts cost the same as successful ones.
- No memory export. You cannot take your conversation history to another platform, and deleting your account erases everything.
- Free tier is too thin to judge properly. Twenty messages daily with no media access shows you the interface but not the experience.
Secrets AI Versus Other AI Companion Apps
Context matters, so here is how this platform sits against the field.
Against Candy AI, the trade is polish for privacy. Candy delivers cleaner image generation and a smoother interface, but it wants a standard email signup and normal billing.
Against Nomi AI, the trade is breadth for memory depth. Nomi is the specialist for long arc recall on a flat subscription, while Secrets AI gives you far more creative tools.
Against Character AI, the difference is content freedom. Character AI is mainstream and heavily filtered, and Secrets AI permits mature content for verified adult accounts.
Against Replika, the difference is pricing structure. Replika charges a flat subscription with no credit meter, which suits people who hate variable bills.
Against credit based rivals like Joi AI, the comparison is closer. Both use a subscription plus credits model, so light users pay less and heavy users pay more than a flat plan.
The pattern is clear once you line them up. Nothing else in this category lets you sign up without an email and pay without your name.
That is the entire reason to choose this platform over the alternatives. If anonymity is not a priority for you, the calculation gets much more competitive.
Feature breadth is the second argument. Very few rivals offer 4K video with generated audio, group voice calls, and editable memory in the same product.
Trustpilot ratings for the platform sit around four stars across a couple hundred reviews. Praise clusters around chat realism and video quality, while complaints cluster around image consistency and credit costs.
Tips To Get More Value From Secrets AI
If you decide to subscribe, these habits stretch your money considerably.
Start on the free tier for two days. Twenty messages daily is enough to test whether the writing style suits you before spending anything.
Choose annual billing if you know you will stay. Premium drops from $19.99 to $9.17 per month, which is the single biggest saving available.
Run base 1.5K images while learning prompts. At 50 Moments instead of 100, you halve the cost of experimentation before switching to advanced mode.
Write specific motion prompts for video. Describe what moves and how, keep to one camera movement per shot, and add a short constraint line about avoiding distortion and jitter.
Aim for 50 to 200 words in video prompts. Documentation names this as the quality sweet spot, and vague prompts waste credits on unusable clips.
Keep video clips between four and eight seconds. Quality stays highest in that range, so two short generations often beat one long one.
Audit your memory panel monthly. Delete duplicates, fix outdated entries, and promote core facts to HIGH so your companion stays accurate.
Use Paragraph mode for roleplay and SMS mode for casual chat. Matching the format to the mood improves the experience at no extra cost.
Edit your own messages instead of restarting. Editing regenerates the reply without burning a fresh conversation.
Watch your balance in the top navigation bar. Checking it every few generations prevents the classic mistake of burning half a monthly grant in twenty minutes.
Buy top ups only when you have a Premium or Ultimate bonus active. The 10 or 15 percent extra is free value.
Final Verdict: Should You Pick Secrets AI In 2026?
Here is my honest answer after examining the pricing, the documentation, and the user feedback.
Choose it if privacy is why you have been hesitating. No other mainstream companion platform lets you start without an email and pay without your name, and that fact alone justifies the price for a lot of people.
Choose it if you mostly want to talk. Unlimited messaging plus a controllable memory system delivers a companion that feels consistent over weeks, and the $9.17 annual rate on Premium is a strong deal.
Choose it if you enjoy building things. Custom characters, personas, group scenarios, and a real image and video studio give creative users far more to play with than a plain chat app.
Skip it if you want a fixed monthly cost. The Moments system means heavy media users pay a variable bill, and expiring grants punish inconsistent usage.
Skip it if you need a polished native app. Browser only access is a deliberate privacy choice, but it is still a compromise.
Skip it if flawless images are your only goal. Output quality here is good and occasionally excellent, not consistently best in class.
My overall read: this is one of the three or four strongest companion platforms available right now, and it is clearly the best option for anyone who treats discretion as non negotiable.
Start free, upgrade to Premium annually if you like it, and only consider Ultimate once you know you want group chats. That path gets you the most value from Secrets ai with the least risk.
Frequently Asked Questions
Is Secrets AI free to use?
There is a free tier that costs nothing. It gives you 20 messages per day, access to all companions, and the basic memory system, with the limit tied to your device rather than your account.
Free users cannot generate images or videos, cannot make audio calls, and cannot purchase Moments. It works as a way to test the signup process and the chat quality before spending anything.
How much does Secrets AI cost per month?
Premium costs $19.99 monthly, or $9.17 monthly if you pay $109.99 annually. Ultimate costs $39.99 monthly, or $26.67 monthly if you pay $319.99 annually.
Remember that Moments spending sits on top of these prices for anyone who uses images, video, or voice heavily.
What are Moments on Secrets AI?
Moments are the platform’s internal credits. A base image costs 50, an advanced 2K image costs 100, an adult video clip costs 600, audio calls cost 50 per minute, text to speech costs 10 per 100 characters, and a custom character costs 500 with the first one free.
Premium includes 8,000 monthly and Ultimate includes 15,000. Grant Moments reset each month, while purchased ones never expire.
Does Secrets AI have a mobile app?
No. The platform runs entirely in a web browser on mobile and desktop.
For a product built around discretion, that is intentional. There is no app icon on your phone and no app store purchase record.
Is Secrets AI actually anonymous?
You can create an account without an email address and pay with cryptocurrency or a prepaid method, and card charges show as S LABS INC. That is stronger discretion than nearly any competitor offers.
It is not absolute anonymity though. Conversations are stored on company servers, and privacy claims are statements you choose to trust rather than facts you can verify yourself.
Do Secrets AI companions remember previous conversations?
Yes, and the system improved significantly with a recent upgrade. Companions save important details automatically, and Smart Mode searches your memories and older chats before generating each reply.
Memory depth scales with your plan. Premium accesses four times the memories of free, and Ultimate accesses six times with double the context window.
Can I cancel my Secrets AI subscription anytime?
Yes. Cancellation is available at any time, and your access continues until the end of the billing period you already paid for.
Prepaid keys purchased through G2A do not auto renew at all, which some users prefer for exactly this reason.
Is Secrets AI worth it compared to other companion apps?
It depends on your priority. For privacy and creative feature breadth, it is one of the strongest choices available in 2026.
For predictable flat pricing or best in class image quality, flat subscription rivals may serve you better. Trustpilot reviews average around four stars, with praise for chat realism and criticism aimed at credit costs.
Hi, I’m Sam! I’ve been passionate about technology for over a decade, fascinated by how innovative devices can transform our daily lives. As the founder of DeviceDiary.blog, I spend my days testing the latest gadgets, exploring AI innovations, and translating complex tech specs into practical insights.
