How to Run a Email Campaign Targeting Heads of AI at Mid-Sized Companies (2026 Guide)
Step-by-step guide to launching a cold email campaign for Heads of AI at mid-sized companies. Includes stealable 3-touch sequences and how to send them directly from Origami's sequencer.
GTM @ Origami
Quick Answer: Origami lets you build a list of Heads of AI at mid-sized companies and launch a multi-step email campaign from the same platform—no exporting, no syncing. Its built-in email sequencer (included on all paid plans) writes personalized sequences or sends your own templates. Below, you’ll steal a 3-touch cold email sequence that actually gets replies, learn how to refine your list, and finish with a sequence that’s live in 10 minutes.
You’ve already used Origami to build a list of Heads of AI at mid-sized companies (if not, grab the exact prompt from this guide). The list is packed with verified emails, titles, company headcounts, and tech-stack signals. Now it’s time to turn that list into conversations. Here’s the end-to-end workflow.
Step 1: Build the List in Origami (if starting fresh)
If you’re picking up where the list-building post left off, skip this step—your list is already inside Origami. But if you want to verify the set or start a fresh batch, paste this prompt into Origami’s search bar:
“Find me Heads of AI, Directors of AI, and VP AI at mid-sized U.S. companies with 100–1,000 employees. Exclude agencies and consultancies. Return verified work email, phone, LinkedIn, and any AI tool usage signals.”
Origami will return a clean table of contacts—name, title, company, headcount, location, email address (verified), phone, and enrichment signals like whether they use TensorFlow, AWS SageMaker, or similar tools. Even the free plan (1,000 credits, no credit card) can build a test list.
Once the list is in your dashboard, we refine.
Step 2: Refine and Qualify the List
Heads of AI at mid-sized companies have different buying power depending on reporting lines and team size. A “Head of AI” at a 150-person logistics firm might report directly to the CTO and own the budget; the same title at a 900-person PE-backed company might be two layers down with no P&L. You need to segment fast.
Inside Origami before moving to the sequencer:
- Filter by company size – Create a segment for 100–250, 250–500, and 500–1,000. Your messaging will vary (smaller groups care about speed and pragmatism; larger groups want governance and scale).
- Slice by location or industry – If you sell language-specific AI models, keep only US/Canada. If your sweet spot is manufacturing or healthcare, flag those and remove SaaS startups.
- Remove bad fits – Look at the tech-stack column. If a candidate already uses a direct competitor’s core offering (e.g., they’re deeply embedded in Dataiku and you’re an ML Ops platform), consider deprioritizing. Likewise, cross out obvious non-buyers: Heads of AI at AI consultancies or pure research labs.
- Check for intent signals – Some enrichment data shows recent funding events or tool migrations. A Head of AI hired within the last 3 months is a hot signal; flag them.
What “qualified” looks like for this audience:
- Title contains Head, Director, VP, or Lead and AI, ML, Data Science.
- Company has 100–1,000 employees and revenue between $20M and $500M.
- The contact is not a founder wearing the AI hat (unless there’s a dedicated team).
- No obvious competitor lock-in; some AI/ML infrastructure in their tech stack (GitHub, AWS, Hugging Face) suggests an active build phase.
You can do all this inside Origami’s list view—tag contacts as “Priority,” “Warm,” or “Later,” then create separate sequence groups. Now we write.
Step 3: Create the Email Sequence
Inside Origami, you have two paths:
- Paste your own templates – Write a 3-touch sequence, set custom delays (e.g., Day 1, Day 3, Day 7), and launch. This is what we’ll cover below—stealable copy specific to Heads of AI.
- Let the agent write it – Ask Origami’s AI agent to generate a personalized 3-day sequence. It reads each lead’s profile (title, company, industry, tools) and writes messages that feel custom. You review, tweak, and go.
Below is the exact 3-touch sequence I’ve used to book calls with this audience. Each message is short, skippable, and written in plain language—no jargon, no fake personalization.
Touch 1 – Day 1: Cold email
Subject: Scaling AI without the infra hairball
Preview: Quick thought on making your team’s work stick
Hey ,
Most mid-sized AI teams I talk to are stuck in “pilot purgatory”—models work, but scaling them collides with brittle data pipelines and governance gaps.
We help Heads of AI turn what’s working in a notebook into production systems that don’t break ops or compliance. Not a platform play—just the missing layer between prototype and scale.
If this maps to a headache you’re actively solving, I’d love to share a 2-minute example from a team your size.
Worth a look?
Touch 2 – Day 3: Follow-up (different angle)
Subject: The 3-month window
Preview: New AI leaders have a fast clock
,
When I see a Head of AI hired inside the last year at a mid-sized company, the clock is ticking. The board wants to see AI-driven impact by month 6, but the data isn’t ready and the tooling is scattered.
We built something that earns you a quick, defensible win—deploying real models without a 12-person data engineering sprint. It’s designed for the reality mid-sized orgs live in, not FAANG budgets.
Open to a 15-minute call next week? If not, no worries.
Touch 3 – Day 7: Final breakup
Subject: Closing the loop
Preview: One last ask before I step aside
,
I know you’re busy building. If the timing isn’t right, I’ll respect that and not fill your inbox.
But if any of these ring true:
- You’re fighting to turn ad-hoc models into a reliable product
- Your team spends more time on data prep than on model innovation
- You need a win to show the board in Q2
…then a 15-minute call could be worth it. I’ll bring a specific example from a similar-sized company, no slide decks.
Either way, thanks for you time.
A few notes on execution:
- Personalization tokens – Use Origami’s , , and fields. Don’t add AI-generated icebreakers; they sound fake. The personalization comes from the relevance of the message, not “Congrats on the new office.”
- Delay cadence – Day 1 → Day 3 → Day 7 works well. For C-level adjacent Heads of AI, you might stretch to Day 5 and Day 10.
- Tracking – I put a subtle link in Touch 1 (“2-minute example”) and Touch 2 (“15-minute call”). If they click, you know there’s interest even if they don’t reply.
Step 4: Send the Sequence Directly from Origami
This is where the workflow gets stupidly simple. You don’t export to Outreach or import to some separate tool. Origami has a built-in email sequencer that sends the multi-touch sequence directly from the platform.
Here’s how it works:
- Launch from the enriched list – Select the contacts you want to enroll (e.g., your “Priority” segment), pick your sequence (the one you just wrote, or an AI-generated one), set delays, and hit Launch.
- Sending & tracking in one dashboard – Opens, clicks, and replies appear alongside the lead data. When you see a click, you’re not checking a separate CRM—you can still see the contact’s title, company size, and tech stack right there.
- Automatic un-enrollment – If someone replies, Origami pulls them out of the sequence instantly. No risk of sending a “breakup” message after they already said “Yes, send me times.”
- Prospect context stays alive – When you’re looking at a contact’s email activity, you’re also looking at why you reached out in the first place. Their enriched profile is still visible—no switching screens.
- Cost note – The sequencer is included on every paid plan (plans start at $29/month). You only pay for the credits used to enrich leads. The actual email sending doesn’t burn extra credits.
That’s the full loop: find, enrich, segment, sequence, send, track—all in one tab.
What response rate to expect for this audience
For a well-targeted list of 200 qualified Heads of AI at mid-sized companies, a 9–15% reply rate is realistic when the messaging hits a live pain point. Bootstrapped teams often see 12% because they’re hyper-relevant and avoid templated fluff.
If you’re below 8% after one run, don’t tighten the copy first—tighten the list. Remove anyone where the title is fuzzy (e.g., “Innovation Lead - AI”) or where the company size drifted out of your sweet spot. Most underperformance comes from list quality, not messaging.
When to iterate on messaging vs. iterate on the list
- Iterate on messaging if your open rate is strong (>45%) but replies are low. That means subjects work but the body feels off, or the offer isn’t clear.
- Iterate on the list if open rates are weak (<35%) or bounce rates creep up. That’s a targeting or verification issue—you might be hitting old catch-all addresses or people who’ve moved roles. Re-run the enrichment in Origami to refresh.
Both levers are easy to pull inside Origami because the list and the sequence live together. Adjust, re-launch a variant to a fresh segment, and compare.