Growth Architect · Helsinki

Take your sales engine to the AI age and double the results.

For B2B companies looking to scale, I build an AI-native sales operation, get your team actually using it, and keep it running.

What an agentic sales operation produces

What you get

Four business outcomes: more meetings, more of them won, a forecast that holds, and reps who spend their time selling. Open any one to see what changes and what it has produced.

More meetings, predictably, from real buying signals Lead generation and SDR
Today

Not enough meetings hit the calendar, and the ones that do are often the wrong accounts.

What changes

Buying signals replace demographic lists: role changes, hiring, investment moves. Agents enrich the account, draft the opener and drop it on the SDR's list.

Time back

Reps stop building lists and researching accounts by hand.

Result

From signal to booked conversation in five days, at a 35 % hit rate.

More deals won, and won faster Opportunity to won deal
Today

The pipeline looks full, but deals stall and decisions drag.

What changes

Qualification gets a structure, every stage an exit criterion, and the next step is agreed in the room. Agents flag the deals going quiet before the quarter does.

Time back

Nobody re-reads old notes to work out where a deal actually stands.

Result

Win rate 29 % → 39 %, and a shorter cycle because weak deals leave early.

A forecast that holds, quarter after quarter Sales management
Today

The forecast doesn't hold, and the weekly meeting reports last week instead of moving next week.

What changes

One forward-looking routine: pipeline reviewed, next steps agreed, blockers cleared. What won and lost deals teach goes back into each rep's coaching.

Time back

Reporting stops being a preparation exercise. The numbers are already there.

Result

Fewer surprises at close, and reps who improve from real deals.

Reps who sell instead of doing admin Sales and marketing automation
Today

The CRM is too messy for any agent to trust, and the admin lands on the people who should be selling.

What changes

Follow-up, meeting notes, CRM entries and handovers run by agents, wired into the process instead of living in one-off prompts.

Time back

Meeting notes, CRM entries and follow-ups stop being anyone's evening job. That is the other half of the doubling.

Result

Structured data from day one, so every agent downstream gets better inputs.

How it's done

What gets built, and how it starts

Your growth engine will be running in a few weeks, then compounding week by week. Yours to keep.

We start where the gain is biggest. The operating model and the routines are built so the hours that come back go into the work that is worth most. That makes this as much change management as technology. The default is the stack you already run, and new tools go in only where something is missing.

01What gets built
  • Strategic direction: ICP, offering and targets turned into metrics
  • A signal engine on top of the tools you already have
  • A CRM your team actually uses, with structured data from day one
  • Agents running prospecting, follow-up and CRM entries
  • A playbook and weekly routines that aim the freed-up hours at high-value work, not at whatever is most visible
And it stays yours
  • Everything on your own accounts
  • Documented as it is built
  • No lock-in, with me or without me
02How it starts
  • One 45-minute conversation with leadership: goals, current stack, and the number that has to move. That sets the scope.
  • A one-page proposal: deliverables, timeline and the metrics we measure against.
  • Kickoff, and the build starts the same week. No separate project organisation.
What that asks of you
  • One two-hour workshop a week
  • Leadership in the kickoff
  • Your existing weekly sales meeting

Results

What the promise rests on
SevendosChief Growth Officer
+20%
Organic YoY growth
In a declining market.
78 M€
Revenue
700 consultants.
39%
Win rate
Up from 29 %.
66
New clients
In 2025.

On Rule of 40, Sevendos outperformed its publicly listed peers in 2025.

I built the Sevendos commercial engine and ran it at the same time: operating rhythms, pipeline structure, CRM hygiene, outbound process, metrics that actually mean something. That's why Growth Architect: I draw and build with the same hand. Growth came from the model, not a tailwind — numbers a board and a buyer's due diligence can stand on.

Who I've worked for

Roster
Sevendos Contract CGO · M&A · Venture building · Offering Development · AI-native Sales Operating Model · Sales technology · Recruitment
Reaktor Sales Operating Model · Coaching
Finitec Sales Operating Model · GTM Architecture · Advisory
AI Roots Sales Advisory · Operating Model · Automation · Coaching
Polar Squad Sales Advisory · Operating Model · Automation · Coaching
Hidden Trail Sales Leadership · Operating Model · Automation · MEDDIC
Cyberdo Sales Operating Model · Coaching · DACH GTM
OrangIT Sales recruitment · Operating Model · Coaching
Fluido Sales Leadership Coaching
Sofokus Sales Operating Model · Coaching
GRK Infra Sales Operating Model · Coaching
Aimbition Sales Operating Model · Coaching
Tulká Sales Operating Model · Coaching
Snowfox Sales Operating Model · Coaching
Coventures Sales Operating Model · Coaching
Pemamek Sales Operating Model · Coaching

Let's talk

Contact

By when do you want to see results?

To ensure quality, I take on a limited number of engagements at a time. Book 45 minutes, tell me what's broken in sales, no commitment either way. I'm on your side of the table. I'll tell you plainly if this is my job, or if I should recommend someone else.

Rami Hirvelä