Is AI Killing your Outreach?

Hi!

Welcome to Sparksense's Newsletter! Every month, I personally bring you insights to fuel your sales strategies, drive business growth, and succeed on your entrepreneurial journey. My focus is clear: to equip you with actionable takeaways. Anticipate valuable advice on prospecting, smart selling, and sealing deals that matter for Deep Tech Entrepreneurs.

Last month I attended HTGF Family Day in Berlin, OPTICA in Brussels, Paris Saclay Spring. AI came up in almost every conversation with many founders and leaders. The pattern I kept seeing: founders convinced that AI was the answer to their conversion problem. That they could automate an outreach sequence for 200 prospects while keeping themselves as a "human in the loop."

Marc Benioff, CEO of Salesforce puts it plainly, that is why he is hiring more salespeople while freezing his engineering headcount. The reason behind this decision, humans still close deals.

AI is here to stay, that is clear, but you cannot depend on it entirely, especially in Deep Tech where high-value deals with technical buyers are involved. But why does this matter now? This is something we have all heard before. What none of us anticipated is the speed. Six months ago, agentic AI was still a work in progress. Fast forward to a few weeks ago, Claude Opus 4.8 launched, built specifically for agentic workflows. Early May showcased Google's latest Gemini releases. Every few weeks the frontier moves.

For a founder selling a complex Deep Tech product, this raises a real question: what does all of this actually change in how you reach buyers? And what does it not? 

In Deep Tech, AI can kill your Outreach

A 2026 report by Corporate Visions found that 73% of B2B buyers rank peer recommendations as the most influential factor in deciding which vendors to consider. In Deep Tech, that peer credibility starts in the very first message, but founders are faced with a dilemma:

• The Generic Outreach Penalty: High-volume AI tools lack the deep domain specificity required to impress elite technical buyers, meaning buzzword-heavy or slightly inaccurate automated messages will instantly destroy a founder's credibility.

• The "Black Box" Sales Rep: Complex Deep Tech products require custom implementations, meaning AI sales agents cannot handle nuanced discovery questions regarding API integrations, custom data pipelines, or edge-case constraints.

• Founder-Led Sales Bottleneck: Technical buyers typically demand peer-to-peer discussions with the founder, meaning AI-driven pipelines often fill the calendar with low-intent introductory meetings that drain valuable engineering time.

Follow Sparksense LinkedIn for weekly updates on Deep Tech Sales trends.

When can AI boost your outreach?

The answer depends on what you are selling? and who is your ICP?

In “replacement selling”, AI works at scale. Most startups and SaaS companies operate in this space. The buyer already knows they have a problem. Well defined Persona are actively searching for a solution. You can automate sequences, manage RFQs, compare options, and close deals without much human intervention because the buyer is ready.

Deep Tech is “value added selling”. Your buyer might be a process engineer, a CTO, a head of R&D or a Product Manager. They are not searching for your solution because they probably do not know it exists yet. You are not replacing something they already use. You are uncovering a problem they have not fully named, and proposing something they have never considered. This is where the "Human” is required.

In my experience, AI outreach does not work in Deep Tech. Not because the tools are poor, but because a generated sequence or a chatbot cannot uncover a problem a buyer has not articulated. AI cannot build the peer-level credibility that earns a first conversation with a technical buyer. It cannot respond when a head of engineering pushes back on your positioning with a question you did not anticipate

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Use AI for Research not Relationship

Many founders make the mistake of using AI to replace human contact. I say do the opposite: use AI to make this a better human contact.

Before you write a single message, you can use AI to scan a prospect's LinkedIn activity, recent company news, job postings, and product updates. Instead of 30 minutes per account, it takes only 2 minutes. Craft a personalized opening line based on a recent milestone or a shared connection, for you to review and make your own. After every call, summarise the conversation, update your CRM, log next steps, and draft your follow-up.

Be careful when using AI to build a target list from your ICP criteria, enrich it with firmographic data, and flag accounts that are showing buying signals. It is far from perfect.

You will still need to build trust with a skeptical technical buyer, hold a peer-level conversation about a process engineering challenge, or respond credibly when a prospect pushes back on your positioning. Those moments are still yours.

Take a look at our Startup Sales Guide for more on how to structure your Lead Generation approach from ICP to first conversation.

The Human Message: Open, Click, Reply. 

Sending more sales messages is not the goal. Sending the right one is.

The message that will get you a reply from a head of process engineering is one that shows you understand the specific challenge they face. Not your product. Their problem. That takes someone who has done the research, understands the technical context, and can frame the conversation around something real. AI can help you get there faster, but you still need to put in the work.

When we use AI at Sparksense.

We use great AI tools to cover the parts of outbound that drain time without adding “relationship” value:

• Keep your CRM up-to-date - HubSpot Breeze: Automate your deal stage updates, drafts follow-up emails after every call, and flags deals that have not moved in weeks. This is How sales teams use it.

• Research accounts - Perplexity: Pull company context, recent news, and funding updates on any prospect in two minutes. How to use Perxplexity for prospecting.

• Summarise Conversations - Fireflies: Transcribes your calls, extracts action items, and pushes notes directly into your CRM. Fireflies Use Cases.

We connect AI assistants like Claude, Gemini, and ChatGPT natively to CRMs and databases. We can ask directly: which deals have stalled? What is due this Friday? 

If you want all of this running but simply do not have the hours to build it, this is where external providers come in. Check our B2B Lead Generation page to get more info on what external providers offer and what it costs compared to hiring an in house SDR.

Are you expanding your sales in the EU or North America?

Request your FREE industry client list here! We want to help you identify your clients and ICP before venturing into an unknown market.

Sevensense (ABB) Turned Technology into Sales Traction

From 2020 to 2023, Sparksense worked with Sevensense. Their first challenge was reach. Identifying the right prospects, investigating which applications fit which customers, and running the outreach process. Their second challenge was credibility. Robotics buyers are engineers, they engage with people who understand their technical field. Getting that first conversation right required someone who could talk autonomy, localisation, and navigation at a peer level.

A dedicated advisor with a robotics background ran the prospecting, opened conversations with technically credible first messages. A year later, in January 2024, ABB acquired Sevensense, expanding its leadership in AI-enabled mobile robotics.

Discover their full story here.

Tap into hidden market opportunities in ... Satellite Tech

Are you struggling to gain traction or compete with industry giants? We help startups find hidden market opportunities by connecting them with second-tier players that hold untapped potential.

ZARM Technik AG is a global market leader in magnetic torquers and magnetometers for satellite attitude control systems. They supply the largest system integrators, ESA, Space agencies, satellite primes and universities worldwide for embedded systems, radiation-tolerant electronics, sensors, or attitude determination technology.

Relevant Technologies: Magnetic torquers, fluxgate and AMR magnetometers, electronic control units, AOCS systems, satellite constellations, thermal vacuum testing, environmental qualification.

Do you want to have access to more decision makers? Let’s work together to identify the Hidden Champions that need YOUR STARTUP’s solution.

Ignite your network: Let’s meet at upcoming industry gatherings

PCIM Europe | Nuremberg, Germany | June 9-11, 2026

PCIM is the leading conference for power electronics, intelligent motion, and energy management in Europe. Our team will be there to connect with founders and engineers building in embedded hardware, power conversion, and drive technology, and to understand where the real commercial gaps are in this space right now.

Hello Tomorrow Global Summit | Amsterdam, Netherlands | June 11-12, 2026

Hello Tomorrow is the most concentrated gathering of the Deep Tech founder and investor community in Europe. We will be there to meet founders at the point where commercial momentum becomes the priority and reconnect with previous clients.

Eurosatory | Paris, France | June 15-19, 2026

We will represent our Client Main Street Autonomy at this global reference exhibition for land, air defence and security. We are excited to meet founders building in defence-adjacent deep tech, including autonomous systems, sensors, and embedded hardware.

Mark your calendar and let's connect at these game-changing events! If you are thinking of going - contact us here or email me directly.

Follow Sparksense LinkedIn for insights from industry events we attend!

Want to know more about Sparksense? Let’s talk to find out how we can help take your sales to the next level. Book a call with me today!

Thank you for reading! Let me know how you come along as you identify and execute the right sales technique for your Startup! And if you have any questions please feel free to email me directly.

Make AI work for you!

Hervé Flutto,

Managing Director & Founder of Sparksense LLC.

About Sparksense LLC.

With 200 global clients supported over the last 8 years, Sparksense is the trusted Sales Team for B2B Tech Startups. With a smarter outreach, Sparksense’s team of over 30+ advisors has ignited sales for hardware and software solutions across Europe, North America and Asia – thanks to its robust, proven business development skills and relevant market access to decision makers across key industries.

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