Article

How to Plan a SaaS Product Launch: A Complete Checklist for Product Teams in 2026

24 min read

I launched my first SaaS product on a Tuesday afternoon with zero fanfare. No waitlist. No beta testers. No launch plan. I tweeted about it, posted it on one forum, and waited for the signups to roll in. They did not roll in. Three people signed up that week, and two of them were friends I had already told about it.

That launch taught me the hardest lesson in SaaS: building a great product is only half the job. The other half is making sure the right people know about it at the right time, in the right way. A botched launch does not just cost you first-week signups. It burns your one shot at a first impression with an entire market.

The numbers back this up. According to Harvard Business School professor Clayton Christensen, roughly 30,000 new products launch every year, and about 95% of them fail to meet their objectives (Forbes, "What To Do When Most New Products Fail," May 2023, https://www.forbes.com/councils/forbestechcouncil/2023/05/01/what-to-do-when-most-new-products-fail-six-best-practices-to-ensure-your-product-succeeds/). McKinsey found that average product launch failure rates exceed 40% across industries, with more than 50% failing to hit business targets (McKinsey and Company, "How to Make Sure Your Next Product or Service Launch Drives Growth," October 2017, https://www.mckinsey.com/business-functions/marketing-and-sales/our-insights/how-to-make-sure-your-next-product-or-service-launch-drives-growth).

Those numbers are not destiny. They are the result of teams skipping the planning that separates a launch from a letdown. This guide walks through every phase of a SaaS product launch, from pre-launch preparation to launch day execution to the post-launch work that turns initial buzz into lasting growth.

Ready to build your AI-powered roadmap?

Start capturing feedback and let AI prioritize your features. Free 14-day trial, no credit card required.

Discord Integration
AI-Powered Analysis
Public Roadmaps

What Makes a SaaS Product Launch Different

A SaaS launch is not like launching a physical product. You do not ship boxes to warehouses. You do not worry about shelf placement. But you face challenges that physical product teams never deal with.

Here is why SaaS launches are their own beast. Your product is live and accessible the moment you flip the switch. Users can sign up, try it, form opinions, and leave reviews within hours. There is no recall process if something breaks. There is no "second printing" to fix errors. Your launch day experience is your product's first handshake with the market, and first impressions stick.

SaaS launches also carry a unique advantage: you can iterate in real time. If signups stall, you can change your landing page copy by lunch. If users get stuck during onboarding, you can push a fix the same day. That speed only helps if you have a plan for what to watch and when to act.

The Three Phases of a SaaS Launch

Every successful SaaS launch follows three phases: pre-launch (building anticipation and validating readiness), launch day (executing your go-to-market plan), and post-launch (measuring results and iterating based on real user data). Skip any phase and you leave results on the table.

Most teams spend 90% of their energy on the product and 10% on the launch. I have found that flipping that ratio closer to 60/40 produces far better outcomes. A good product with a great launch beats a great product with no launch every single time.

Phase 1: Pre-Launch Preparation (8 to 12 Weeks Before)

The pre-launch phase is where most of the real work happens. By the time launch day arrives, the outcome should feel almost inevitable because you have already done the hard things.

Define Your Launch Goals

Before you plan a single tactic, answer this question: what does a successful launch look like? "Get users" is not a goal. "Acquire 500 trial signups in the first two weeks with a 15% activation rate" is a goal.

Set specific targets for:

  • Signups: How many trial or free-tier users do you want in week one, month one?
  • Activation: What percentage of those users should complete the core action that delivers value?
  • Revenue: If you are launching with paid plans, what is your first-month revenue target?
  • Feedback: How many user conversations, survey responses, or support tickets do you want to generate for learning?

Written goals force clarity. They also give you something to measure against after launch so you know whether to celebrate or adjust.

Nail Your Positioning and Messaging

Positioning answers three questions for your buyer: who is this for, what problem does it solve, and why should I choose this over alternatives? If you cannot answer all three in two sentences, your positioning needs work.

Here is a practical exercise. Write down your positioning statement using this format: "[Product name] helps [target audience] [solve specific problem] by [unique approach]." Then test it. Show it to ten people in your target market and ask: "Does this describe a product you would try?" If fewer than seven say yes, rewrite it.

Your messaging flows from your positioning. It is the specific language you use on your landing page, in emails, on social media, and in sales conversations. Good messaging speaks to pain points your audience already recognizes. Bad messaging talks about features nobody asked about.

I think too many SaaS teams lead with features when they should lead with frustration. "AI-powered feedback analysis" means nothing to a product manager drowning in unread Discord messages. "Stop losing feature requests buried in chat" speaks directly to their pain.

Build and Grow Your Waitlist

A waitlist is not just an email list. It is a pool of people who have already raised their hand and said, "I want this." On launch day, these people become your first users, your first reviewers, and your first source of word-of-mouth.

Data from Waitlister shows that products with active waitlists generate 3 to 5 times better results on Product Hunt compared to those launching cold (Waitlister, "Product Hunt Launch Checklist 2025," December 2025, https://waitlister.me/growth-hub/guides/product-hunt-launch-checklist). One team built 25,000 email subscribers before launch and earned the number one Product of the Day, Week, and Month, pulling in 1,085 upvotes, 210 comments, and 663 new signups on launch day alone.

To build a waitlist that converts:

  • Create a simple landing page with your positioning statement, a clear benefit, and an email signup form
  • Share progress updates with your waitlist regularly so they stay engaged (building in public works well here)
  • Give waitlist members early access or exclusive perks to reward their patience
  • Ask waitlist members what features matter most to them, and use that data to refine your launch version

Run a Beta Program

Beta testing is your dress rehearsal. It reveals bugs, usability problems, and missing features before the public sees your product. More importantly, beta users become advocates who know your product inside out when launch day arrives.

A solid beta program for SaaS includes:

  • 10 to 50 beta users from your target audience (not friends and family, unless they match your ideal customer profile)
  • A structured feedback process: weekly check-ins, a shared channel for bug reports, and a short survey at the end
  • Clear expectations: tell beta users what you need from them (honest feedback, bug reports, use case testing) and what they get in return (free access, influence on the roadmap, early adopter pricing)

Pay attention to where beta users get stuck. If three out of ten users cannot figure out how to complete the core workflow, that is not a training problem. That is a product problem you need to fix before launch.

Collecting this beta feedback through a structured system matters. When beta users share their thoughts in a feature voting board, you can see exactly which improvements to prioritize for your launch version.

Prepare Your Launch Channels

Where will you announce your product? Most SaaS teams rely on a mix of these channels:

  • Product Hunt: Still the biggest single-day launch platform for SaaS. But the bar has risen. As of September 2024, only 10% of launches get featured on Product Hunt (Awesome Directories, "Product Hunt Launch Strategy 2025," November 2025, https://awesome-directories.com/blog/product-hunt-launch-guide-2025-algorithm-changes/). You need preparation, a support network, and a compelling product page to stand out.
  • Social media: Twitter/X, LinkedIn, and Reddit are where SaaS buyers hang out. Build an audience before launch so you are not shouting into an empty room on day one.
  • Email: Your waitlist and any existing audience. Email converts better than any social platform for SaaS signups.
  • Communities: Discord servers, Slack groups, Reddit communities, and forums where your target audience already gathers.
  • Content marketing: Blog posts, guest articles, and SEO content that bring organic traffic to your launch page.

The mistake most teams make is trying to be everywhere at once. Pick two or three channels where your target audience actually spends time and go deep on those. A great Product Hunt launch combined with a strong email campaign will outperform a mediocre presence on eight platforms.

Set Up Analytics and Tracking

If you cannot measure your launch, you cannot learn from it. Before launch day, make sure you have tracking in place for:

  • Website traffic by source (so you know which channels drive signups)
  • Signup conversion rate (visitors to trial users)
  • Activation rate (trial users who complete the core action)
  • Feature usage (which features get attention and which get ignored)
  • User feedback collection (a way for new users to tell you what they think)

I have seen teams launch without analytics and then spend the next month guessing which marketing efforts worked. That guessing game wastes time and money. Set up tracking first, launch second.

Phase 2: Launch Day Execution

Launch day is when preparation meets execution. If you have done the pre-launch work, this day should feel structured, not chaotic.

The Launch Day Timeline

Here is a practical hour-by-hour framework that SaaS teams can adapt:

Early morning (6 to 8 AM in your target timezone):

  • Publish your Product Hunt listing (if using PH, launches go live at 12:01 AM PT)
  • Send your waitlist email announcing the launch
  • Post on your primary social channels
  • Notify beta users and ask them to share their experience

Mid-morning (9 AM to 12 PM):

  • Engage with every comment and question on Product Hunt, social media, and community posts
  • Share the launch in relevant communities (Reddit, Discord, Slack groups)
  • Monitor your analytics dashboard for early signals
  • Have your support team ready for incoming questions

Afternoon (12 PM to 5 PM):

  • Send a second round of social posts with early traction data ("200 signups in the first 6 hours!")
  • Reach out to journalists, bloggers, or influencers with a personalized pitch
  • Respond to every piece of feedback, positive or negative
  • Fix any urgent bugs that users report

Evening (5 PM to 10 PM):

  • Share a launch day recap on social media
  • Thank everyone who supported the launch
  • Review the day's metrics and note initial patterns
  • Plan tomorrow's follow-up activities

Responding to Feedback in Real Time

Launch day generates more user feedback in 24 hours than most products get in a month. Treat every piece of feedback as a gift. Reply to Product Hunt comments within minutes, not hours. Answer support emails the same day. Acknowledge bug reports publicly and share your fix timeline.

McKinsey's research found that 80% of customers expect a new product to work flawlessly from the first interaction (Brainkraft, "Top 10 Product Launch Statistics," October 2024, https://www.brainkraft.com/post/top-10-product-launch-statistics). That expectation is unrealistic, but your response speed and transparency when things break determines whether users give you a second chance or walk away.

Set up a dedicated channel (a Slack channel, a Discord thread, or even a shared document) where your team tracks every piece of launch-day feedback. Categorize it as: bugs (fix now), usability issues (fix this week), feature requests (add to backlog), and praise (share with the team to keep morale high).

Managing the Launch Day Stress

Launch days are emotional. I have personally refreshed analytics dashboards 200 times on launch day, felt elated at 11 AM, defeated by 2 PM, and cautiously optimistic by evening. That emotional rollercoaster is normal.

Here is what helps: assign roles. One person owns community engagement. One person owns technical monitoring. One person owns metrics tracking. When everyone tries to do everything, balls get dropped and stress multiplies.

Also, set realistic expectations with your team. A launch day is the beginning of a process, not the climax. The first 24 hours matter, but they do not define the product's future. Some of the most successful SaaS companies had quiet launch days and built traction over weeks and months.

Phase 3: Post-Launch (The First 30 Days)

The first 30 days after launch are where the real work begins. Launch day gets attention. The post-launch period determines whether that attention converts into a real business.

Analyze Your Launch Metrics

Within the first week, pull together a launch report. Compare your actual results against the goals you set during pre-launch. Be honest about what worked and what did not.

Look at these metrics closely:

MetricWhat It Tells YouAction If Below Target
Total signupsOverall reach and messaging effectivenessRevisit positioning, test new channels
Signup conversion rateLanding page and offer qualityA/B test headlines, CTAs, and page layout
Activation rateOnboarding quality and product-market fit signalsShorten time-to-value, simplify first steps
Channel performanceWhere your best users come fromDouble down on top channels, cut underperformers
Feedback volumeUser engagement and product interestAdd in-app feedback prompts, follow up with inactive users

Do not panic if your numbers fall short. Almost every launch underperforms against the founder's expectations. What matters is the trend. Are signups accelerating or decelerating? Is activation improving as you fix onboarding issues? Are users coming back after day one?

Close the Feedback Loop

Your launch users are giving you the blueprint for your next three months of product work. They are telling you what features they need, what confuses them, and what they love. Capture all of it.

RoadmapAI captures feature requests from community conversations automatically, so feedback from your Discord server, support tickets, and user discussions gets organized without manual effort. When your launch users mention what they wish the product did, those wishes become data points on your roadmap.

Closing the feedback loop means telling users what you heard and what you are doing about it. "You asked for CSV exports. We are building it this week." That kind of responsiveness turns launch users into loyal customers and vocal advocates.

Fix the Top Three Friction Points

Your launch will reveal friction. Guaranteed. Maybe users cannot figure out how to invite their team. Maybe the pricing page confuses them. Maybe the onboarding takes too long. Whatever the top three problems are, fix them in the first two weeks.

Speed matters here. Launch users are willing to forgive rough edges because they signed up early and they want to see the product succeed. But that goodwill expires. If the same problems exist a month later, those early users start looking at alternatives.

Use a feature request tracking system to organize post-launch feedback by frequency and impact. When 40 users report the same issue, that is your number one priority. When 3 users request a niche feature, it goes to the backlog.

Nurture Your Launch Cohort

Your launch users are not just customers. They are your founding community. Treat them that way.

  • Send a personal welcome email from the founder (not a marketing template, an actual personal note)
  • Create a private community channel where launch users can share feedback and connect with your team
  • Offer early adopter pricing or lifetime deals as a thank-you for taking a chance on a new product
  • Share your public roadmap so they can see where the product is heading and vote on what matters to them

Some of the strongest SaaS companies today built their initial customer base from launch cohorts that felt personally invested in the product's success. That emotional connection is worth more than any ad campaign.

The Product Hunt Launch Playbook

Product Hunt deserves its own section because it remains the single biggest platform for SaaS launches, and because most teams approach it wrong.

Why Product Hunt Still Matters in 2026

Despite changes to their algorithm and increased competition, Product Hunt drives meaningful traffic and signups for SaaS products. A MySignature survey of Product Hunt launchers found that 42% saw sales increase after their launch, while the platform consistently delivers thousands of visitors to top-ranked products (MySignature, "What Results Can You Expect from Product Hunt Launch in 2024," November 2025, https://mysignature.io/blog/product-hunt-launch/).

But the platform has gotten more competitive. With only 10% of launches getting featured, you need more than a good product. You need a support strategy.

How to Prepare for Product Hunt

Start preparing 8 to 12 weeks before your launch date:

  • Build your maker profile: Be active on Product Hunt before your launch. Comment on other products. Join discussions. Build recognition so you are not a stranger on launch day.
  • Find a hunter: Getting hunted by an established Product Hunt community member increases visibility. Reach out to hunters who have launched products in your category.
  • Create your assets: Product Hunt listings need a compelling tagline (under 60 characters), a gallery of screenshots or a demo video, and a detailed description. Spend time making these great.
  • Rally your community: Tell your waitlist, beta users, and social followers the exact date and time of your launch. Ask them to support you on Product Hunt, and make it easy by sharing a direct link.
  • Prepare your first comment: Write a founder comment that tells your story. Why did you build this? Who is it for? What makes it different? Authenticity wins on Product Hunt.

Launch Day on Product Hunt

Product Hunt launches reset at 12:01 AM Pacific Time. The first few hours matter most for visibility.

  • Send your support email to your waitlist the moment your listing goes live
  • Respond to every single comment. Every one. Thoughtful replies boost engagement and signal to the algorithm that your listing is active
  • Share updates throughout the day ("We just hit 100 upvotes! Thank you!")
  • Do not ask for upvotes in public, that violates Product Hunt guidelines. Instead, share your listing and let people decide to support it

The Go-to-Market Channels That Work for SaaS Launches

Beyond Product Hunt, your launch needs a multi-channel approach. Here is what works in 2026.

Content Marketing Before Launch

Start publishing content 8 to 12 weeks before launch. Write blog posts that address the pain points your product solves. Create comparison guides. Publish research or original data. This content serves two purposes: it builds SEO authority that drives long-term traffic, and it gives you something to share on launch day beyond "hey, look at our product."

A product manager who has been reading your blog for two months is a warmer lead on launch day than someone who sees your product for the first time. Content builds trust before the sale.

Community-Led Launch

SaaS products that launch within a community, whether it is their own Discord server, a Subreddit, or a Slack group, generate higher-quality early users. Community members give better feedback, tolerate more rough edges, and become advocates faster than users acquired through ads.

If your target audience lives in specific online communities, become a genuine member months before your launch. Share helpful advice. Answer questions. Build relationships. When you launch, the community already knows and trusts you. The worst thing you can do is show up in a community on launch day, drop a promotional link, and disappear.

Managing product communities on Discord takes work, but the payoff is a direct channel to your most engaged users and a stream of feedback that keeps your product on track.

Email Launch Sequences

Your waitlist email is the highest-converting launch asset you have. People on your waitlist already want your product. They just need the signal to act.

A three-email launch sequence works well:

  1. Pre-launch (48 hours before): "We are launching in 2 days. Here is what to expect and how to get early access."
  2. Launch day: "We are live! Here is your link to get started. Here is what makes us different."
  3. Post-launch (48 hours after): "We had an amazing launch. X people signed up. Here is what we learned and what we are building next."

Keep these emails short, personal, and focused on one call to action per email. Do not try to explain every feature. Get them to sign up. The product can sell itself from there.

Common SaaS Launch Mistakes

Mistake 1: Launching Too Late

Perfectionism kills launches. Teams wait for one more feature, one more bug fix, one more round of polish. Meanwhile, the market moves, the team burns out, and the launch energy dissipates.

Reid Hoffman said it best: "If you are not embarrassed by the first version of your product, you have launched too late." Your launch version needs to solve one problem well. It does not need to solve every problem.

Ship the minimum product that delivers value, launch it, and let real users guide what to build next. That is how you find product-market fit, not by polishing features in isolation.

Mistake 2: No Pre-Launch Audience

Launching to zero audience is like opening a restaurant on a deserted island. The food might be great, but nobody is there to eat it. Start building your audience months before launch. Even a list of 200 interested people is better than launching to nobody.

Mistake 3: Ignoring Onboarding

Your launch drives signups. Your onboarding drives activation. If 1,000 people sign up and 950 of them get confused during onboarding and leave, you do not have a marketing problem. You have an onboarding problem.

Before launch, run your onboarding flow past five people who have never seen your product. Watch them use it without helping. Note every point of confusion. Fix those points before launch day. Good SaaS onboarding practices are just as important as your launch strategy.

Mistake 4: One-Day Thinking

The biggest mistake is treating launch as a single event instead of a process. Launch day is the beginning. The real work happens in weeks two through twelve when you are iterating on feedback, fixing friction, and building relationships with your first users.

Plan for 90 days of launch activity, not one day. Your launch plan should include week-by-week goals and activities for the first three months.

Mistake 5: Not Collecting Feedback From Day One

If you launch without a way to collect product feedback, you are flying blind. You will know how many people signed up, but you will not know why the ones who left decided to leave. You will not know what the ones who stayed wish was different.

Set up feedback collection before launch. An in-app widget, a feedback email, a community channel, anything that gives users a voice. RoadmapAI does this automatically by capturing feedback from Discord and other community channels, turning casual user conversations into organized product insights.

The SaaS Product Launch Checklist

Here is a condensed checklist you can copy and work through for your next launch.

8 to 12 Weeks Before Launch

  • Define launch goals (signups, activation, revenue targets)
  • Write positioning statement and test it with target audience
  • Build landing page with waitlist signup
  • Start content marketing (blog posts, social content)
  • Recruit 10 to 50 beta users
  • Set up analytics and tracking
  • Begin building social media presence in target communities

4 to 8 Weeks Before Launch

  • Run beta program and collect structured feedback
  • Fix the top bugs and usability issues from beta
  • Create Product Hunt listing assets (tagline, screenshots, video)
  • Prepare email launch sequences
  • Reach out to Product Hunt hunters
  • Identify and warm up community channels for launch announcements
  • Set up feedback collection system

1 to 2 Weeks Before Launch

  • Final product testing (load testing, cross-browser, mobile)
  • Test onboarding flow with five new users
  • Prepare launch day timeline with assigned roles
  • Draft all social media posts and schedule where possible
  • Send pre-launch email to waitlist
  • Brief your support team on expected questions and common issues
  • Set up public roadmap for post-launch engagement

Launch Day

  • Publish Product Hunt listing
  • Send launch email to waitlist
  • Post on all prepared social channels
  • Engage with every comment and question in real time
  • Monitor analytics dashboard hourly
  • Fix urgent bugs immediately
  • Share progress updates throughout the day

First 30 Days Post-Launch

  • Compile launch metrics report (week one)
  • Identify and fix top three friction points
  • Send post-launch nurture emails to all signups
  • Follow up personally with high-value users
  • Publish a "what we learned" blog post
  • Update roadmap based on launch feedback
  • Start building the product feedback strategy that will guide your next quarter

How User Feedback Shapes Everything After Launch

The best product teams I have worked with treat launch as the starting point of a feedback loop, not the end of a development cycle. Every interaction with a launch user is a chance to learn something that makes the product better.

Here is what that looks like in practice. A user signs up, tries the product, and hits a rough spot. They mention it in your Discord community. RoadmapAI captures that feedback automatically. Your product team sees the pattern ("five users mentioned the same confusion about the settings page"). You fix it. You tell the users you fixed it. They feel heard and stick around.

That cycle, capture feedback, act on it, close the loop, is the engine that turns a launch into a product people love. Without it, you are guessing. With it, your users are literally telling you how to win.

When you prioritize feature requests from your launch cohort, you are not just building features. You are building trust with the people who took a chance on your product when it was brand new. That trust compounds into retention, referrals, and revenue growth that no marketing budget can replicate.

Stop guessing what to build next

Let your users tell you. RoadmapAI captures feedback from Discord, email, and more — then uses AI to find patterns.

Discord Integration
AI-Powered Analysis
Public Roadmaps

Frequently Asked Questions

How long should I prepare before launching a SaaS product?

Plan for 8 to 12 weeks of pre-launch preparation. This gives you enough time to build a waitlist, run a beta program, create marketing assets, and test your onboarding flow. Shorter timelines are possible for simple products, but most SaaS launches benefit from two to three months of groundwork. The pre-launch period is where you build the audience and gather the insights that make launch day successful.

What is the best day to launch a SaaS product on Product Hunt?

Tuesday through Thursday are the most popular and highest-traffic days on Product Hunt. Avoid weekends and Mondays, when traffic is lower and competition for attention is different. The best time to launch is 12:01 AM Pacific Time, which gives your product a full 24 hours of visibility. Coordinate your launch support (emails, social posts, community outreach) to fire during the first few hours when early engagement signals matter most.

How many beta testers do I need before launching?

Aim for 10 to 50 beta testers who match your target customer profile. Fewer than 10 gives you too little data to spot patterns. More than 50 creates a support burden that can distract from launch preparation. The quality of beta testers matters more than the quantity. Five engaged testers who provide detailed feedback are worth more than 50 silent ones.

What should I do if my launch does not go as planned?

First, check your activation rate. If signups are low but activation is high, your product works but your marketing needs adjustment. If signups are high but activation is low, your marketing works but your onboarding needs fixing. Use the first 30 days to iterate based on real data. Many successful SaaS companies had underwhelming launches and built traction through consistent post-launch work, user feedback, and iteration.

How do I measure whether my SaaS launch was successful?

Compare your actual results against the specific goals you set during pre-launch. Look at total signups, activation rate, channel performance (which sources drove the most engaged users), early feedback themes, and first-week retention. A launch is successful if it gives you a base of real users, clear data on what to improve, and enough signal to guide your next three months of product work.

Should I launch with a free plan or only paid plans?

Launching with a free trial or free tier maximizes your initial user base and gives you more data to learn from. If your goal is validating product-market fit, a free option removes price as a barrier and lets you focus on whether users find value. If you are confident in your market and pricing, launching with paid plans tests willingness to pay immediately. Many SaaS teams launch with a free trial and add paid plans once they understand which features users value most.

Sources

  • Forbes, "What To Do When Most New Products Fail: Six Best Practices To Ensure Your Product Succeeds," May 2023, https://www.forbes.com/councils/forbestechcouncil/2023/05/01/what-to-do-when-most-new-products-fail-six-best-practices-to-ensure-your-product-succeeds/
  • McKinsey and Company, "How to Make Sure Your Next Product or Service Launch Drives Growth," October 2017, https://www.mckinsey.com/business-functions/marketing-and-sales/our-insights/how-to-make-sure-your-next-product-or-service-launch-drives-growth
  • Waitlister, "Product Hunt Launch Checklist 2025: Get #1 Product of the Day," December 2025, https://waitlister.me/growth-hub/guides/product-hunt-launch-checklist
  • Awesome Directories, "Product Hunt Launch Strategy 2025: Complete Guide After Algorithm Changed," November 2025, https://awesome-directories.com/blog/product-hunt-launch-guide-2025-algorithm-changes/
  • MySignature, "What Results Can You Expect from Product Hunt Launch in 2024," November 2025, https://mysignature.io/blog/product-hunt-launch/
  • Brainkraft, "Top 10 Product Launch Statistics," October 2024, https://www.brainkraft.com/post/top-10-product-launch-statistics

Share this article

Help others discover this content

Copyright © 2026 RoadmapAI. All rights reserved.