About H2M
H2M is an AI engineering studio that rebuilds your site, CRM and automations as one system you own.
For companies paying three vendors and per-seat licences for IT that still gets in the way. One engineer, Maksym Huczyński, with agents doing the volume: an audit with a fixed price first, then the build on your own accounts, then someone who keeps it running.
Services
What H2M does
AI Engineering
Stop paying per token for a task that has not changed: a small model on your own server. Distill, fine-tune and deploy the smallest model that does the job, then wire it into the place your team already works. More
Systems: architecture, build, operation
One system instead of three vendors: site, CRM and automations on your accounts. Web products, internal apps and e-commerce shipped as one codebase on your own Cloudflare account, and kept running after launch. More
AI training for teams
Your team ships with Claude Code in two days; your best people keep shipping for a quarter. Two products. A fast workshop: one or two days on your own repository, up to twelve people, a sandbox and the API tokens from me. A mentoring programme: a quarter with the one person who will own the tooling, on their live work. More
Bespoke software
Replace the per-seat licence with code you own. Software cut to your process, and paid SaaS you rent by the seat rewritten into code you own. More
Recovery
Production failing? The data secured first, then the cause fixed while you keep selling. When the shop, the CRM or the system your company runs on is failing: the data secured first, the cause measured on live production, small reversible fixes. The business keeps selling while it happens. More
Differentiators
What makes H2M different
Your accounts and your data from day one
The repository, the Cloudflare account, the domains and the data sit under your company; I get access, not ownership. Code built only for you becomes yours once paid, and H2M modules come with a perpetual licence. A per-seat CRM such as HubSpot, Salesforce or Pipedrive bills every user every month; the Adcare CRM replaced one and bills nobody per seat.
A fixed number and a date before you commit
After a free 30-minute call, the audit, €1,200 / $1,400 net, gives you the 36-month cost comparison and a fixed build price in 5 business days. It is credited in full against a build ordered within 60 days of the report, and the report is yours to take to anyone if we do not go ahead. If the audit does not show savings of at least twice its fee over 36 months, you get the fee back.
One accountable engineer instead of an agency
No account manager and no handoffs between departments: the person who answers your brief writes the audit and the code. I reply within one business hour on business days.
Shipped in days and weeks, not quarters
A Python browser agent ported to Cloudflare in four days, from scaffold to a production queue; a failing shop stabilised on live production without planned downtime. Small changes start within days.
Numbers published, checkable
Every case study carries the numbers its owner cleared: 87 client channels on the agency's Slack operator, 13,690 clinics and 19,541 prices on porownajdentyste.pl, 2.55M domains priced for WhiteContext, search from 90 seconds to 1.3 on a rescued shop.
Clients
Who uses H2M
- Marketing agencies of around 25 people that want an AI operator inside their Slack (Adtrip)
- Agencies serving clinics that need a multi-tenant CMS and a per-clinic CRM (Adcare)
- Manufacturers selling configured products in several countries, with one price for the site and the partners (Seecontainerpool, Switzerland)
- Data businesses and marketplaces that sell per row, not per seat (WhiteContext)
- Consumer comparison sites built on public data (porownajdentyste.pl)
- Business and investment teams that want to ship with Claude Code (AI training)
Team
The team behind H2M
Maksym Huczyński, founder and CEO
The engineer behind every system on the Work page: sites, CRMs, automations, MCP servers and distilled models. Co-founder of WhiteContext and maintainer of awesome-ai-system-prompts, a public collection of production system prompts. github.com/dontriskit
One engineer, agents for the volume
H2M sp. z o.o. was registered in 2016. Today it is one engineer working with Claude Code, MCP servers and eval suites, so you get the output of a team and one name to call.
How it works
How H2M works
Onboarding
A ten-question brief at /start (about twenty minutes, video and files optional, nothing to pay), a free 30-minute call, then an offer for the audit, paid by bank transfer once you accept it. Start with the brief
Who you work with
Maksym, from the first call to the build and the operation after launch. Your IT person or agency keeps what they run well and can read the code from day one.
Communication and response times
Email and scheduled calls; I call you. I reply within one business hour to every brief, on business days. The calls, the documents, the code and the commits are in English.
Turnaround
The audit gives a fixed price and a date before the build, in 5 business days. Small changes start within days; a rebuild of a site, a CRM and the automations takes weeks, with the date written down.
Key facts
Key facts
- Company name
- H2M sp. z o.o.
- Type
- AI engineering studio (software and AI)
- Founded
- 2016
- Founder
- Maksym Huczyński
- Headquarters
- Registered office: ul. Partynicka 3B/7B, 53-031 Wrocław, Poland.
- Registry
- KRS 0000642495 · VAT ID PL5252680451 · REGON 365655505
- Website
- h2mai.com
- Core offering
- For marketing agencies: CRM, campaigns, site and an AI operator in Slack rebuilt as one system on the agency's own accounts
- Contract terms
- Everything by bank transfer against an invoice; build invoiced in 4 stages; a monthly plan included in the offer by default; repository, accounts and data under the client's company from day one; code built only for the client passes to the client once paid, H2M modules on a perpetual licence; NDA on request
- Services
- AI Engineering · Systems: architecture, build, operation · AI training for teams · Bespoke software · Recovery
- Communication
- Email and phone, in English; a reply within one business hour on business days
- Notable clients
- Adcare, Adtrip, Seecontainerpool (Hardbox), WhiteContext, Classic Auto, Altimi
- Competitors
- Software houses and marketing agencies; per-seat SaaS such as HubSpot, Salesforce and Pipedrive
- Social
- github.com/dontriskit
- maksym@h2mai.com
Frequently asked questions
Tap a question to see the answer.
Scoping calls · most weeks
Maksym Huczyński, the engineer who built the systems on the Work page. I write the audit, the code and the reply to your brief. Agents do the volume; one person stays accountable for the whole system.
Savings audit. In 5 business days: the 36-month cost comparison, the order of moves, the risks and a fixed build price in writing. It costs €1,200 / $1,400 net, paid by bank transfer against an invoice after the call and after you accept the offer. If you order the build within 60 days of the report, the full amount comes off its first instalment; if not, the report is yours to take to anyone. If the audit does not show savings of at least twice its fee over 36 months, you get the fee back.
The audit gives you a date and a fixed price before you commit to the build. The stack is small and one person builds every layer, so nothing waits in a queue between departments.
The repository, the Cloudflare account, the domains and the data sit under your company from day one, and the data is yours. Code built only for you becomes yours once it is paid for, as the contract sets out; H2M modules come with a perpetual licence. I get access to your accounts, not ownership of them.
The system keeps running on Cloudflare with no servers to babysit, and a monthly plan starts on launch day. Care (€590 / $690 a month) keeps it monitored and backed up and takes up to 2 small changes a month; Lane (€2,090 / $2,400) keeps one change always in progress. On top, every plan takes more changes in a relaxed queue, from 4 small ones a month on Care to 8 on Lane: no deadline, done when there is capacity. The code and the docs stay yours, so you can also run it yourself or hand it to another engineer. Plans and SLA
Yes, before you send the brief if you need it. Send yours or use mine.
English: the calls, the documents, the code and the commits.
Something else? Ask it on the call
A 30-minute call, free
Thirty minutes, then an offer for the audit
Pick a free time in my calendar. Or leave an email: I reply within one business hour with three questions and a proposed time for the call, not a deck.