AI & Agents
Most teams have tried AI tools. Few have made them stick. We build AI into how your team actually works: auditing your workflows, designing the right tool stack, training your people, and building custom agents for the tasks off-the-shelf tools can't handle. The goal is a faster team that keeps its quality and voice.
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WHAT WE HELP WITH
We’re an AI marketing and automation agency for biotech, medtech, and tech companies. Tools get bought, trials happen, and then the team drifts back to the old way of working. We close that gap, building AI into the workflows your team actually runs, with the training and guardrails to make it stick.
A lot of AI marketing help stops at surface tactics. We build AI into the work itself, from research and content to outreach and competitive intelligence, so your team ships more while keeping the standards that make your company worth working with.
SIGNS IT'S TIME
Most teams have the tools. The habit is the hard part. A few signs it's time:
01
You pay for five AI tools and the team quietly uses one.
02
AI drafts sound generic, so editing them takes as long as writing did.
03
Everyone has their own prompts and there's no shared way of working.
04
You can't say whether AI has saved the team any real time.
WHO IT'S FOR
Where your team is with AI changes what's worth doing:
Map where AI fits, pick a small tool stack, and get a few workflows working before you scale.
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Turn scattered, personal use into shared workflows with guardrails everyone follows.
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Commission custom agents for your highest-value workflows: competitive intel, content ops, CRM enrichment.
Before buying more tools, get clear on what you actually need. We audit how your team works, design the right AI stack for your workflows, and set the guidelines that keep quality high as speed goes up. You end up spending on the tools that earn their place.
AI Workflow Audit
AI Tool-Stack Design
Martech Stack Rationalization
AI Governance & Guidelines
Off-the-shelf AI tools only go so far. We build custom agents for specific workflows, from content generation to competitive intelligence to CRM enrichment, each one shaped to your data, brand voice, and standards. The output is clean enough that your editors approve it without a full rewrite.
Custom Marketing AI Agent Build
Content Generation Agent
Competitive Intelligence Agent
CRM Enrichment & Lead Scoring Agent
AI only pays off when your team actually uses it. We train your people hands-on, build AI into their daily workflows, and stay available for support, so the capability holds long after we leave.
AI Team Training Program
AI Content Operations Setup
Prompt Engineering Workshops
Ongoing AI Advisory Retainer
1
We map how your team works today and find where AI would save the most time.
2
We choose the right tool stack and set the guardrails that protect quality and voice.
3
We build the custom agents your highest-value workflows need.
4
We train your team hands-on so the new way of working outlasts the engagement.
WHY MARKENY
We've built AI into our own research, content, outreach, and campaign work. When we help science and technology teams adopt AI, we draw on what actually works in a fast-moving marketing environment.
In science and technology, a wrong claim or a lost brand voice is a real risk. We build in the guardrails that catch errors and off-brand output before anything ships.
Every custom agent fits one real workflow and the way your team runs it. That's the difference between a tool you rented and a system built for how you actually work.The brand systems, templates, and video libraries we build are made to be reused. The investment pays back across every campaign, hire, and conversation that follows.
We've put AI to work across biotech, medtech, life sciences, deep tech, and SaaS teams, so we know where it helps and where the science demands a human check.
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WHAT OUR CLIENTS SAY
WHAT OUR CLIENTS SAY
F.A.Q.
Science and technology companies can use AI to speed up content production, automate research and competitive intelligence, personalize outreach at scale, and sharpen campaign performance. The implementations that stick start with a workflow audit that finds where time is lost to repeatable tasks, then build AI into those specific processes rather than rolling out tools across the board.
A custom AI marketing agent is a purpose-built system that runs a specific marketing workflow, such as content generation, competitor monitoring, CRM enrichment, or campaign reporting. Unlike general AI tools, a custom agent is designed around a company's own data, brand guidelines, and workflow, so it produces consistent, accurate output at scale.
We start by mapping current workflows: what the team does, where the bottlenecks are, and which tasks repeat often enough to automate. Then we choose and configure the right tool stack for those use cases, train the team to build real daily confidence, and layer in custom agents where off-the-shelf tools fall short. The core work usually takes 3 to 4 weeks.
No, and we don't think it should. The teams pulling ahead use AI to remove repetitive work so their people can spend time on the strategic work they were hired for. We design implementations that make your team more valuable, not smaller.
Teams that genuinely integrate AI usually see a real lift: more content produced at the same headcount, better campaign ROI, and lower acquisition costs, with launches moving faster from brief to live. The size of the gain depends on which workflows you automate and how well the team adopts them.
AI visibility and AEO services focus on getting your brand mentioned in AI-generated answers. That's a useful layer, and one we can support, but it isn't the whole opportunity. Our AI work goes further: we build custom agents that run inside your team's actual workflows, trained on your data and voice, so your people ship more without losing quality. Visibility helps buyers find you; agents help your team move faster.
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Tell us where you want to grow and we will show you how Markeny gets you there.
