An AI-native services firm

AI workflows and custom software.AI agents only when needed.

We build the workflows, integrations and internal tools that take repetitive work off your team, and they keep running in production: tested, documented and in your accounts. We use the simplest thing that works and add AI only where it earns its place.

  • Passes the agreed checks or you don't pay
  • Your code, your accounts
  • You approve what matters
lead-follow-up.flow
examplerunning
  1. New lead arrives

    Website form → CRM

  2. Route and set timing

    Rules: owner, region, 5-minute reply

  3. Draft the first replyAI

    1 AI step, written in your voice

  4. Owner approves

    One tap, from phone or inbox

  5. Send and log

    Email out, CRM updated

Autonomous agent

Not needed for this job

not needed
AI steps
1
Approvals
1
Agents
0

Built to connect tools like these

  • GoHighLevel
  • HubSpot
  • Gmail
  • Google Sheets
  • Slack
  • Airtable
  • Notion
  • Stripe
  • Supabase
  • Postgres
  • n8n
  • Zapier
  • OpenAI
  • Anthropic

In production

An ongoing retainer, running now

We currently run lead flow, marketing and automation for a service business on an ongoing retainer. Client names stay private.

  • Lead flow
  • Marketing operations
  • Workflow automation

What we build

Four kinds of work, one standard

Everything ships tested, documented and in your own accounts.

Level 1–2

AI workflows

Automations that take repetitive work off your team: intake, follow-up, sorting, reporting.

Built for you

Custom software

Internal tools, dashboards and portals built around how you actually work.

Level 0

Integrations

Your CRM, inbox and spreadsheets finally talking to each other.

Level 3

AI agents, when the job calls for one

For open-ended work a workflow can't cover. Every agent ships with guardrails.

  • Limits on what it can touch
  • Test cases it must pass before launch
  • A log of every action it takes
  • Your approval on anything risky

The approach

We climb only as high as the problem needs

Each level adds capability, and also cost and things that can break. We start at the bottom and earn every step up.

0Level

Connect your tools

Scripts and integrations that move data between the systems you already pay for. No AI involved.

Build effort
Running cost
Predictability

form → CRM → sheet → Slack

1Level

Rule-based workflows

Triggers, branches, retries and logs. Predictable, cheap to run, and easy to check.

Build effort
Running cost
Predictability

new lead → assign → remind at 24h

2Level

Workflows with an AI step

A model handles the one part that needs judgment: sorting, extracting, drafting. A person approves what matters.

Build effort
Running cost
Predictability

classify → draft → approve

3Only when needed

AI agents

Open-ended work across several tools, built with hard limits, test cases and a record of every action.

Build effort
Running cost
Predictability

research → decide → act

We aim to stop at level 1 or 2. That keeps a build cheaper to make, cheaper to run and easier to trust.

How to start

Start with one process.

Pick the process that eats the most of your team's time. We map it, build it, test it and hand it over running.

For teams whose work is spread across email, spreadsheets, a CRM and too many copy-pastes.

What you get

  1. 01

    Process map

    A scoping call where we trace the process step by step and decide how far up the ladder it needs to go.

  2. 02

    The build

    A workflow, integration or internal tool, using AI only for the steps that need judgment.

  3. 03

    Agreed checks

    Written tests the build must pass, decided together before work starts.

  4. 04

    Handoff

    Docs, a walkthrough and everything in your own accounts.

The guarantee

Passes the checks or you don't pay

Before we start, we write down what done looks like. If the build doesn't pass those checks, you don't pay for it.

The founder builds every project, so we take on a small number at a time.

Book a scoping call

How a project runs

From first call to handoff

  1. 01

    Scope

    A short call to map the problem and where it sits on the ladder.

    You getA written problem map

  2. 02

    Proposal

    Scope, timeline and finish line in writing before any work starts.

    You getA fixed scope

  3. 03

    Build and test

    Built against agreed checks, so done means it passed them.

    You getChecks it must pass

  4. 04

    Handoff

    Docs, a walkthrough, and ongoing support if you want it.

    You getYour repo, your logins

Portrait of Stone Evenson

Who builds it

You talk to the person writing the code.

I'm Stone Evenson, founder of Evenson Systems. I build every project myself: no account managers, no handing your work to someone you've never met.

Our first client is a service business where we run lead flow, marketing and automation on an ongoing retainer. That work is running today.

Stone Evenson, founder

Why people trust the work

Built so you stay in control

You own it

Each client gets their own code repository, logins and documentation. Nothing you rely on is hidden on our side.

Done means tested

Every build ships with the checks it has to pass. You see them run before handoff.

People approve what matters

Anything that sends, spends or deletes can wait for a yes from someone on your team.

Plain-English updates

You hear what changed and why, without jargon or a wall of tickets.

Questions

The honest answers

  • Most AI projects fail because they hand a rules job to an unpredictable model. We build the rules part as plain, testable workflow and use AI only for the one step that needs judgment, with you approving what goes out.

Start here

Tell us what's eating your team's time.

Book a short call. We'll map the process and tell you straight whether it needs custom software, a workflow, an AI step, or nothing new at all.