#automation platform

[instantedownloads]

How to Use n8n and AI to Build an Automation System

Automation is changing how we work every day. It helps save time, reduce mistakes, and get more done with less effort. If you want to automate your tasks but don’t know where to start, this guide is for you. In this post, you will learn how to use n8n — a free, open-source automation tool — combined with AI to build smart workflows that do work for you. What Is n8n? n8n (pronounced…

[yethiconsulting]

Navigating Common Challenges in Test Automation Implementation

Introduction

Briefly discuss the growing importance of test automation in modern software development.

Introduce the idea that while beneficial, implementing test automation comes with challenges.

Common Challenges in Test Automation Implementation

High Initial Costs:

Address the upfront investment in tools, infrastructure, and training.

Choosing the Right Tools:

Highlight difficulties in selecting tools that align with the team’s needs and technology stack.

Scalability Issues:

Explain the challenge of scaling test automation tools scripts for growing or complex projects.

Test Maintenance Overhead:

Discuss how frequent application changes can make test script maintenance burdensome.

Skill Gap in Teams:

Mention the lack of expertise in scripting or using advanced automation tools.

Strategies to Overcome Challenges

Focus on ROI to justify initial investments.

Conduct a thorough evaluation of tools and frameworks before adoption.

Develop a robust test strategy to manage scalability and maintenance.

Upskill QA teams with training in automation tools and scripting.

Conclusion

Emphasize that acknowledging and addressing these challenges can lead to successful test automation implementation.

[ipcssalem]

[jeevaai]

Understanding Autonomous SDR Platforms: The Future of Sales Automation

The B2B sales world is changing fast thanks to autonomous SDR platforms—agentic AI systems that automate the entire sales development process. For startups and growing companies, especially founders, CROs, RevOps, and Demand-Gen leaders, this tech is a game-changer in 2025.

What’s an Autonomous SDR Platform?

Think of it as a super-smart AI Sales Development Rep that:

Processes huge data sets (from CRMs, websites, public info)

Makes decisions and plans outreach on its own

Crafts personalized multi-channel messages (email, LinkedIn, and more)

Learns and adapts with every interaction

Unlike basic automation, it works 24/7 independently, freeing your team to focus on closing deals.

Book a Demo: https://www.jeeva.ai/request-demo

How Does It Work?

Smart Prospecting: Finds high-potential leads using AI and buying signals

Data Enrichment: Builds rich profiles for truly personalized outreach

Multi-Channel Engagement: Runs emails, LinkedIn, and other touchpoints automatically

Lead Qualification: Talks to prospects, asks questions, and nurtures leads

Meeting Scheduling: Books qualified meetings directly into your calendar

Continuous Learning: Optimizes every step using real-time data

Why It Matters

Founders: Scale pipeline fast without adding costly headcount

CROs: Get steady, 24/7 lead flow and better conversion rates

RevOps: Automate tedious tasks and get clear data insights

Demand-Gen: Deliver hyper-personalized outreach that really connects

Challenges to Consider

Data quality is key

Integration with your CRM must be seamless

Keep the human touch for handoffs

Avoid spamming with poor personalization

Ensure ethical AI use and bias mitigation

The Future Is Here

Agentic AI SDRs like Jeeva AI are transforming sales development—handling lead gen, enrichment, multi-channel outreach, and booking meetings at less than 25% of human SDR cost. Ready to scale smarter?

Contact Jeeva AI 2708 Wilshire Blvd, Santa Monica, CA 90403 Phone: +1 424-645-7525 Email: g@jeeva.ai

[technovelty]

📦 Why Every Online Store Needs a CRM: Boost Sales & Build Loyalty

https://tech-novelty.com/crm-in-ecommerce/

Running an online store? You’re not just selling products—you’re building relationships. That’s where CRM (Customer Relationship Management) comes in. It’s the secret sauce that turns casual shoppers into loyal customers. 💡

In our latest blog post, we dive into how CRM can transform your eCommerce business:

Personalized Marketing: Send targeted emails and offers based on customer behavior.

Customer Segmentation: Group customers by demographics or purchase patterns for tailored campaigns.

Automation: Streamline tasks like follow-up emails and abandoned cart reminders.

Analytics & Reporting: Track metrics like customer lifetime value and campaign performance.

Ready to take your online store to the next level? Check out the full guide here

[soapdispensersalesman]

[learnwithchandeep]

How to Create and Sell Online Courses

The virtual getting to know industry is booming, and if you have know-how or capabilities to percentage, growing and selling online courses can be a profitable opportunity. Platforms like LearnWithChandeep.Com provide super guidance on how to monetize your know-how efficiently. Here’s how you could emerge as a successful path creator and make cash selling online courses.

1. Identify Your Niche and Audience

Before creating a course, determine your niche and target audience. Think approximately:

What talents or knowledge do you own that others would possibly find treasured?

Who will benefit the most from your route?

What trouble does your path clear up

For example, LearnWithChandeep.com offers specialized courses, each catering to a specific audience, such as Faceless Video Mastery Course, Instagram Growth & Monetization, and Business Growth Templates.

2. Plan and Structure Your Course

Once you’ve identified your niche, outline your course content. A successful course typically includes:

Introduction & Learning Objectives: Explain what students will gain.

Step-by-Step Modules: Break down complex topics into easy-to-digest lessons.

Engaging Multimedia: Use videos, PDFs, templates, and quizzes to enhance learning.

Actionable Assignments: Encourage students to apply what they’ve learned.

3. Create High-Quality Content

Course quality is crucial to success. Consider the following:

Video Content: Even if you don’t want to appear on camera, courses like Faceless Video Mastery teach how to create compelling content without showing your face.

Downloadable Resources: Offer worksheets, templates, and guides to add value.

Professional Audio & Visuals: Good lighting and clear audio improve engagement.

4. Choose the Right Platform

Decide where to host your course. You can use:

Self-Hosting: Build a course platform on your own website like LearnWithChandeep.com.

Marketplaces: Sell on platforms like Udemy or Teachable.

Social media & Email Marketing: Promote through Instagram, YouTube, and email lists.

5. Market and Sell Your Course

To maximize sales, you need a strong marketing strategy:

Use social media: Grow an audience and promote your course.

Leverage SEO: Optimize content for search engines.

Offer Discounts & Bonuses: Provide early-bird pricing or bonus content.

Engage with Your Students: Create a community through Q&A sessions or live webinars.

6. Scale and Automate for Passive Income

Once your course gains traction, you can:

Automate sales funnels with ads.

Bundle multiple courses for higher earnings.

Create membership plans for recurring revenue.

Contact Us

For expert guidance on creating and selling online courses, visit LearnWithChandeep.com or contact Sales@learnwithchandeep.com or 995-306-3642.

[uaitrading1]

UAITrading (Unstoppable AI Trading): AI-Powered Trading for Stocks, Forex, and Crypto

https://uaitrading.ai/ UAITrading For On trading volumes offers, many free trade analysis tools and pending bonuses | Unstoppable AI Trading (Uaitrading) is a platform that integrates advanced artificial intelligence (AI) technologies to enhance trading strategies across various financial markets, including stocks, forex, and cryptocurrencies. By leveraging AI, the platform aims to provide real-time asset monitoring, automated portfolio management, and optimized trade execution, thereby simplifying the investment process for users.

One of the innovative features of Unstoppable AI Trading is its UAI token farming, which offers users opportunities to earn additional income through decentralized finance (DeFi) mechanisms. This approach allows traders to diversify their investment strategies and potentially increase returns by participating in token farming activities.

The platform's AI-driven systems are designed to analyze vast amounts of market data, identify profitable trading opportunities, and execute trades without human intervention. This automation not only enhances efficiency but also reduces the emotional biases that often affect human traders, leading to more consistent and objective trading decisions.

By harnessing the power of AI, Unstoppable AI Trading aims to empower both novice and experienced traders to navigate the complexities of financial markets more effectively, offering tools and strategies that adapt to dynamic market conditions

[sparrowdigit]

Step-by-Step Guide to Selling Digital Products with Ease

The digital economy is booming, and selling digital products—like eBooks, courses, templates, or printables—has never been more accessible. With low startup costs and limitless scalability, it’s an ideal venture for creators and entrepreneurs. Here’s how to start your journey effortlessly:

1. Identify Your Niche & Audience

Begin by pinpointing a niche you’re passionate about and that has demand. Research communities on social media, forums, or platforms like Reddit to understand pain points. For example, if you’re skilled at graphic design, consider offering Canva templates for small businesses. Narrowing your focus helps you stand out.

2. Validate Your Idea

Before investing time, validate demand. Use surveys, polls, or pre-sale offers to gauge interest. Share a concept on Instagram or LinkedIn and ask followers if they’d buy it. Tools like Google Forms or Gumroad’s pre-order feature can simplify this step.

3. Create Your Product

Focus on quality and usability. Use tools like Canva for design, Teachable for courses, or Adobe Audition for audio guides. Keep it simple—start with one product (e.g., a PDF workbook) before expanding. Ensure it’s professionally presented and solves a specific problem.

4. Choose a User-Friendly Platform

Select a platform that handles hosting and sales. Options like Gumroad, Ko-fi, or Etsy are beginner-friendly. For more control, use Shopify or WordPress with WooCommerce. Prioritize platforms with built-in marketing tools and analytics.

5. Set Up Payments & Pricing

Integrate secure payment gateways like Stripe or PayPal. Price your product strategically: research competitors, consider value-based pricing (e.g., $29 for a time-saving template bundle), or offer tiered options (basic vs. premium).

6. Launch & Market Smartly

Build anticipation before launching. Share snippets on social media, collaborate with micro-influencers, or offer limited-time discounts. Use email lists (start with free lead magnets) and SEO-friendly product descriptions to drive organic traffic.

7. Prioritize Customer Support

Automate delivery using platforms like SendOwl to avoid manual work. Create a FAQ section and respond promptly to queries. Positive reviews boost credibility, so encourage feedback with follow-up emails.

8. Analyze & Scale

Track sales and customer behavior with analytics tools. Identify top-performing marketing channels and double down. Expand your offerings based on demand—turn a popular eBook into a video course, or bundle products for upsells.

Final Thoughts

Selling digital products is a rewarding way to monetize your skills. By starting small, validating ideas, and leveraging the right tools, you can build a sustainable online business with minimal friction. Ready to launch? Your audience is waiting!

Take the first step today—create, share, and grow. The digital world is yours to conquer.

(Word count: 500)

This guide balances actionable steps with encouragement, ensuring readers feel empowered to start their digital product journey without overwhelm. Each section is concise, with practical examples to inspire immediate action.

[yethiconsulting]

Why Your Business Needs an Automation Platform in 2024

In 2024, businesses face increasing pressure to operate more efficiently, adapt quickly to market changes, and deliver exceptional customer experiences. An automation platform is no longer a luxury but a necessity for companies looking to thrive in this competitive environment.

Automation platforms streamline repetitive and time-consuming tasks, reducing human error and boosting productivity. By integrating with existing tools and systems, they provide a unified approach to managing workflows, ensuring seamless operations. This enhanced efficiency allows teams to focus on strategic priorities, such as innovation and customer engagement, rather than mundane tasks.

Moreover, automation platforms enable real-time data analysis, giving businesses actionable insights for informed decision-making. With features like predictive analytics and AI-driven automation, companies can anticipate challenges, capitalize on opportunities, and stay ahead of the competition.

Scalability is another critical advantage. As businesses grow, automation platforms can easily adapt to increasing demands without significant resource investments. This makes them essential for organizations planning long-term expansion.

In a rapidly evolving digital landscape, having an automation platform empowers businesses to remain agile, competitive, and customer-centric. Embracing this technology in 2024 ensures a stronger operational foundation and positions your company for sustainable growth and success.

[ipcssalem]

[mohamed080]

Step into Financial Freedom with DLC Coin Bot

Are you looking for an opportunity to improve your income and invest your time wisely?With DLC Coin Bot, you can begin your journey in the world of cryptocurrencies with ease and safety. This bot is designed to be your personal guide to earning profits in an innovative and efficient way.No prior experience is needed—just the determination to succeed. Start now and join a growing community of individuals achieving their financial goals with the help of this smart tool.Take the first step today and make your future brighter

Click on the link and check for yourself https://t.me/DLCcoin_Bot/app?startapp=i_1214717039

[akhil-1]

Join Now:https://meet.goto.com/621656373

Attend Online #FreeDemo On #PowerApps &

#PowerAutomation by Mr. Aditya.

Demo on: 13th March @ 7:00 PM (IST).

Contact us: +91 9989971070.

Join us on WhatsApp: https://www.whatsapp.com/catalog/919989971070Visit: https://www.visualpath.in/microsoft-powerapps-training.html

[asteamtechnosolutions]

General Information About 1734-IB8S | DC Input Module :-

24V DC I/O circuits

8 inputs or 8 outputs

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[kapittx]

A strategic approach to Accounts Receivable to get paid easier.

Accounts Receivable Management is a financial term that reflects both the strength and weakness of a business. On one hand, accounts receivable enables a long-term customer relationship based on credit. On the other hand, accounts receivable also creates a risky credit line on the company’s balance sheet. Customer creditworthiness, alignment between sales and finance teams, streamlined AR processes with minimal efforts, and accountable ownership are key elements that contribute to a smooth and goal-oriented accounts receivable approach.

In simple terms, accounts receivable management ensures that the credits from customers are fully paid within the agreed time, improve cash flow and provide businesses with sufficient working capital. However, the AR process is not as simple as it sounds, and many businesses face difficulties in achieving it. Current Financial Environment:

Most businesses have established clear accounts receivable policies, but many of them are still struggling with the different aspects of accounts receivables - timely invoicing, confirmed due dates, receivables timing, outstanding balances, discounts and agreed payment terms, and write-offs are all different pillars for an efficient AR planning.

Cash that is locked in receivables is a delayed asset, and as long as companies follow and maintain a planned approach, the risk is manageable. However, many companies try to bypass the rules in the process of increasing sales, retaining customers, or simply due to a lack of ownership, resulting in a chaotic situation to track the trapped cash.

In the process of increasing the number of sales deals, businesses often neglect the AR policies and by the time they realize it, their working capital is already affected. A smart approach is needed, where new sales and repeat deals make a positive impact on the balance sheet, by bringing cash into the business without compromising the customer relationship.

Refined AR approach

While accounts receivable is a lengthy process, understanding the customer’s capacity and credit worthiness is vital, to start with. When designing an AR strategy, it is important to communicate the plan clearly across the sales, marketing, and finance verticals of an organization, so that the teams work together toward the common business objective.

Every transaction with the customer has to be documented and must be accessible to all the stakeholders involved in the process. Understanding that AR is a repetitive process, it is important to follow a step-by-step approach and not skip any steps.

A typical AR collection process will start with the sales and delivery of goods, issuing the invoice, collecting payment (complete or partial payment), recording and tracking the balance payment by the accounts receivable team, and clearing the invoice once the payment is collected or writing it off as bad debt. Every business strives to avoid the bad debts on its books, and some of the following strategies will help the process

⦁ Clear segmentation of the customer base ⦁ Creating a proven accounts receivable plan ⦁ Effective follow-up and clear communication message ⦁ Professional dunning approach ⦁ Embedding B2B Payments in the accounts receivable process

A simple way of segmenting customers based on past payment experience will help the receivables team to establish the desired number of touchpoints. Every past communication response from the customer will be useful to categorize them and then a follow-up plan is devised for each group. An accounts receivable plan aims to keep the receivables time frame as short as possible, as a delayed payment becomes riskier as the days pass. Therefore, it is important to reduce the credit extension days. An average invoice time can last up to 3 months, requiring a consistent and efficient follow-up depending on the customer base.

Embedding B2B Payments in the AR process is a smart way to facilitate faster and easier payments from the customers. By offering multiple payment options, such as credit cards, bank transfers, digital wallets, or cryptocurrencies, businesses can increase the convenience and security of the payment process. Moreover, by integrating B2B Payments with the accounts receivabale software, businesses can automate the invoicing, payment reminders, payment confirmation, and reconciliation processes, saving time and reducing errors. B2B Payments can also enable businesses to offer incentives, such as discounts, rewards, or loyalty points, to encourage customers to pay on time or early.

One of the challenges of managing your accounts receivable is dealing with different types of customers and their payment behaviors. Large companies may have multiple approval levels that can cause payment delays, so you need to identify and contact the right person who can speed up the process and clear your invoice. However, in small and mid-sized companies, you may face the problem of competing with other creditors for your customers’ attention and cash. In this case, you may need to send frequent and friendly reminders to prioritize your invoices over others, and also offer incentives for early payments that can benefit both parties.

Another challenge of managing your accounts receivable is dunning, which is the process of contacting your customers to collect overdue payments. Dunning management can be a frustrating and delicate process if not done in the right way, so you need to understand and empathize with your customers first. You need to use the right tone, language, and medium to communicate with your customers, depending on their situation and preferences. When you do dunning management effectively, you can overcome many obstacles and make payment collection a super-efficient process.

Follow-up is another important word in the receivables context, and it is closely related to dunning management. Follow-up is the process of keeping in touch with your customers until they pay their invoices, or until you decide to write them off as bad debts. Follow-up is crucial to maintain a good customer relationship and to avoid losing track of your receivables. However, you cannot afford to be boring and repetitive in your follow-up messages. You need to use a personalized and professional approach in every follow-up, and also provide value to your customers, such as updates, insights, or tips.

Managing your accounts receivable can be a complex and time-consuming process, but it can also be a rewarding and satisfying one, if you use the right tools and strategies. One of the tools that can help you focus on one thing - getting paid faster and easier - is Kapittx, an Accounts Receivable automation platform that uses facts to help you reduce your Days Sales Outstanding (DSO). Kapittx gives you a clear view of what’s working and what’s not, and why, in your Accounts Receivable process. It helps you establish a successful relationship between your customers’ accounts payable cycle, your invoice life cycle management, and your collective ownership. Kapittx also enables your collection teams and sales teams to collect payments faster and more efficiently than before, by embedding B2B Payments in the AR process.

B2B Payments are a smart way to facilitate faster and easier payments from your customers, by offering them multiple payment options, such as credit cards, bank transfers, digital wallets, or cryptocurrencies. These payment options can increase the convenience and security of the payment process for your customers, and also reduce the transaction costs and risks for you. Moreover, by integrating B2B Payments with the accounts receivable software, you can automate the invoicing, payment reminders, payment confirmation, and reconciliation processes, saving time and reducing errors. B2B Payments can also enable you to offer incentives, such as discounts, rewards, or loyalty points, to encourage your customers to pay on time or early.

If you want to improve your cash flow and reduce your DSO by more than 30%, you should try Kapittx, an Accounts Receivable automation platform that embeds B2B Payments in the AR process. Experience how Kapittx can speed up your payments and make your Accounts Receivable management a breeze.

Request a demo today.

[jcmarchi]

Hakob Astabatsyan, Co-Founder & CEO of Synthflow – Interview Series

New Post has been published on https://thedigitalinsider.com/hakob-astabatsyan-co-founder-ceo-of-synthflow-interview-series/

Hakob Astabatsyan, Co-Founder & CEO of Synthflow – Interview Series

Hakob Astabatsyan, Co‑Founder and CEO of Synthflow, is leading the development of cutting-edge voice AI technology that helps businesses automate customer calls with human-like responsiveness. Based in Berlin, Hakob co-founded Synthflow in 2023 with the goal of making advanced conversational AI accessible to companies of all sizes.

Under his leadership, Synthflow has rapidly scaled across Germany and the U.S., enabling clients in real estate, healthcare, finance, and other industries to deploy custom no-code voice agents in just weeks. These AI agents handle inbound and outbound calls, integrate with 200+ apps and CRMs, and operate at low cost with exceptional accuracy. With rapid revenue growth and a growing global team, Synthflow is becoming a leading voice automation platform—and Hakob is at the forefront of its expansion.

What inspired you to start Synthflow, and how did your background as a strategist and serial entrepreneur influence the company’s mission?

When we started Synthflow, voice AI was still in its infancy, limited to robotic IVRs and hard-coded scripts. But having worked across multiple startups and tech ventures, I could see a deeper opportunity. My background as a strategist taught me to spot moments when a shift in infrastructure reshapes an industry, and that’s exactly what large language models did for voice.

We knew that if we could combine cutting-edge AI with real-time voice interaction we could transform customer communication. That mission to democratize voice AI wasn’t just a tagline; it was a response to a market gap. Our north star has always been to build human-like automation that is easy to deploy, scalable, and secure.

Your mission is to “democratize access to AI voice automation.” What does that look like in practical terms for small and mid-sized businesses?

Democratizing voice AI means removing the technical and financial barriers that have historically limited access to this technology. Whether you’re a fast-scaling startup, a mid-sized operation, or an enterprise team looking to modernize customer engagement, our goal is to make human-like voice automation deployable in days.

This is why we built Synthflow as a no-code platform. Instead of relying on engineering resources or lengthy integrations, teams across sales, support, and operations can design and launch voice agents through a simple browser-based interface. It’s a shift from AI being a back-office R&D project to a frontline business tool.

Can you walk us through what it takes to build and deploy a voice agent from scratch using your tools?

It’s remarkably intuitive. Our no-code, browser-based interface lets users drag and drop elements to design a complete call flow conversation from greetings to follow-ups. You can define tone, fallback behaviors, and integrations with your existing systems like CRMs or calendars.

We take care of everything behind the scenes—transcription, speech synthesis, LLMs, and call setup—so teams can focus on the experience, not the plumbing. That’s how we earned G2’s Fastest Implementation badge for AI Agents globally, because most of our customers go from zero to live in under two weeks.

What breakthroughs allowed you to achieve human-like latency of <500ms and near-perfect uptime?

Achieving sub-500ms latency was a major technical milestone. It required a combination of edge computing, real-time streaming architecture, and model-level optimization. We decoupled our speech-to-text and text-to-speech layers from the LLM inferences to ensure parallel processing wherever possible.

On the infrastructure side, we designed for reliability from day one—leveraging redundancy, failover routing, and distributed cloud systems to maintain uptime even at high volumes. Today, we process over 40 million calls per month, and our customers benefit from that battle-tested scale.

How does Synthflow’s AI avoid hallucinations and stay within brand-safe “guardrails” during conversations?

Unlike general-purpose chatbots that try to handle anything and everything, our voice agents are built to be goal-driven. That focus dramatically reduces the chances of hallucination. If an agent is designed to schedule calls, it simply won’t respond to unrelated prompts like “tell me a joke” or “what’s the weather.” It sticks to the task it was created for, keeping the conversation purposeful and on track.

On top of that, our platform includes a built-in knowledge base that lets you define exactly what the agent should know—and more importantly, what it shouldn’t. This makes it easy to keep conversations brand-safe, accurate, and relevant, while giving you full control over how the AI handles information.

What makes users trust an AI voice agent, and where do things typically go wrong in customer experience?

Trust comes down to speed, relevance, and tone. If an AI responds quickly, understands intent, and sounds natural, people are more likely to engage. We’ve built in subtle human cues like pauses and filler words to make conversations feel real.

Things go wrong when AI tries to do too much. That’s why our agents focus on specific tasks and escalate when needed. It’s not about doing everything—it’s about doing the right things well.

That said, we know some people are still skeptical. And that’s fair—every new technology goes through that phase. As a pioneer in voice AI, we see it as our job not just to build great tech, but to help people feel confident using it.

How do you ensure that Synthflow voice agents handle sensitive data securely while complying with HIPAA, SOC2, and GDPR?

Security and compliance are core to our architecture. We’re certified under SOC 2 and GDPR and operate with HIPAA-compliant safeguards for healthcare clients. This includes data encryption at rest and in transit, role-based access controls, audit logs, and consent frameworks baked into call flows.

What role do humans still play when Synthflow is deployed — and where is human-AI collaboration most critical?

Humans will always play a critical role. Synthflow isn’t here to replace people, we’re here to make them better at their jobs. Our AI voice agents take on the repetitive, routine calls so human teams can focus on what they do best: handling complex, emotional, and high-impact conversations.

We think that the future of customer communication is like a relay. The AI runs the first leg of the conversation—capturing intent, collecting details, handling routine actions. When things get more complex, it passes the baton to a human with full context so they can pick up seamlessly. That kind of human-AI collaboration creates better experiences for both sides of the conversation.

You’re based in Berlin. How does the European tech ecosystem shape Synthflow’s growth strategy, especially around privacy and AI regulation?

Being in Europe, especially in Berlin, has sharpened our focus on privacy, ethical AI, and compliance-first development. European customers demand high standards, and we’ve embraced that as a competitive advantage. Our architecture is designed to be data-sovereign and regulation-ready, which positions us well as global AI regulations tighten.

Berlin also offers a unique talent pool. It’s helped us grow thoughtfully while staying grounded in trust, which is essential when your product talks directly to customers on behalf of a brand.

Where do you see the future of AI voice agents heading — and what’s one major trend in enterprise AI that’s currently underhyped?

The future is accelerating faster than anyone predicted. Within a few years, I believe over half of all B2B voice interactions will be AI-driven, and we’re already seeing glimpses of AI-to-AI conversations managing entire workflows.

One underhyped trend is the rise of no-code and low-code AI orchestration. Everyone talks about the models, but the real unlock comes when businesses can deploy and iterate on AI solutions without writing code. And we’re excited to be part of this wave.

Thank you for the great interview, readers who wish to learn more should visit Synthflow.