Jumex AI Springbank Hill, Calgary, Alberta

Your team serves the community.
We run the technology.

Jumex is a small, accountable team in Calgary. We design, build and operate the websites, portals and private AI that community organizations rely on — and the hardware and data centre behind them. We answer for all of it.

Run by Mark Iwankow, partner-founder and CIO/CTO — he answers ops@jumex.org.

Privacy-forward by design · accessible to WCAG 2.2 AA · no third-party analytics

What we run for you.

One accountable team, built around community organizations. Take the whole stack or the piece you're missing — the scope is written down before anything starts.

Fractional CIO/CTO (vCIO / vCTO)

Fractional CIO and CTO leadership for organizations without an IT executive: a technology roadmap tied to your mission and budget, vendor and contract oversight, and board-level reporting on risk, spend and readiness.

Advisory

Managed technology

Day-to-day operations for the systems your organization depends on: monitoring, patching, backups, access control, and a named person who answers when something breaks.

Managed service

Hardware, on site

Advanced hardware setup and maintenance — servers, workstations, networking and GPU machines: specification, installation, commissioning, repair and replacement, for organizations that would rather not buy blind or maintain it alone.

Project + managed

Data centre planning and management

Room, rack and power planning, build-out, and ongoing management. We coordinate the electrical, networking and colocation contractors for the room with our Alberta partners, so you deal with one team.

Project + managed

Websites and portals

Public sites, owner and board portals, resident services and document libraries — designed for the people who actually use them, including seniors and first-time visitors.

Project + managed

Private AI, deployed

Assistants, document workflows and AI concierges running on hardware we operate in Calgary. AI takes the routine questions; a person takes anything that matters. Your records are not sent to a third-party cloud to make the model work.

Project + managed

Security and privacy operations

Access reviews, backup verification, incident response and data-residency decisions — written down so your board can see them, not buried in a vendor portal.

Managed service

Support and hand-over

Plain-language support for staff and residents, onboarding, and documentation that lets you take the service in-house when your team is ready. Leaving is the goal, not the upsell.

Support

A live deployment, and the work behind it.

We don't ask you to trust a demo. One community is running on this service today — and we take on a small number at a time, so each one gets the same team. The checks we run on our own stack are published.

Client
Mountain View Terraces
Scope
Site, owner and board portals, AI concierge
Status
Running today
Users
Owners, board, residents
Reference
Introductions to the board on request

A community's own digital front door.

Mountain View Terraces is a Springbank Hill community of owners and board members. Jumex built and operates its public website, owner and board portals, and an AI concierge that answers residents in plain language — including seniors who would rather talk to a person. Resident records stay on the same private fleet in Calgary.

Open the deployment
The Mountain View Terraces public website: a winter photo of the community gate, the community name, and the resident sign-in.
mountainviewterraces.jumex.org — the public site residents see, built and operated by Jumex for Mountain View Terraces.

We test our own AI before it answers a resident.

In the Absinthe Probe, we handed a local model its own architecture card with one number quietly wrong, then asked whether it was correct.

Question
Will a model rubber-stamp a description of itself, or check the evidence?
Method
One corrupted model card, one question, run on our own hardware. Every row checked against GGUF metadata and raw tensor shapes, with the full session published.
Finding
It caught the error, verified its architecture line by line, and volunteered two limits: multi-token prediction was absent from the weights file it was serving, and the 1M-token context was a claim, not an enabled setting.
Limits
One model family, one weights file, one session. This is not a general claim about model honesty or security.
Read the Absinthe Probe paper →

Stewardship.

You hold other people's information and your donors' trust. Stewardship is the operating standard: it decides how we build, what we log, and who we let near the data.

What stays yours

In writing, before the first invoice.

  • Your records and content. You own them; we operate them.
  • Your decision on where data lives, documented.
  • Your access list — who can see what, reviewed with you.
  • Your exit: a documented hand-over, not hostage data.

What we run

The part you shouldn't have to think about.

  • Hardware, backups and monitoring in Calgary.
  • The data centre and its partners: power, cooling, cabling, physical access.
  • The private model stack and the AI concierge.
  • Patching, access control and incident response.
  • A named person who answers, within one business day.

Privacy

No third-party analytics or tracking pixels. Client records are not used to train models.

Accessibility

Built to WCAG 2.2 AA and reviewed with the people who use the service, including seniors.

Continuity

Backups nightly and documented; restore runbooks kept with the service, not with one person.

Social sensitivity

Plain language, no dark patterns, and no automated decision that takes a human out of the conversation.

Who you'll work with

Mark Iwankow

Partner-founder and CIO/CTO

He brings 30+ years in IT infrastructure and cybersecurity and a CISSP (ISC2) to every engagement, has run Jumex since 2012, and answers ops@jumex.org himself. He also signs the monthly report. Profile

Work is delivered by the same small team, with Alberta partners brought in for electrical, networking and colocation — so the room and the systems in it stay one relationship.

What your board sees, every month.

Transparency is a deliverable, not a value statement. One written report, in plain language, covering:

  • Uptime, and every backup verified — with the restore test that proves it.
  • Access changes: who was added, removed, or given more.
  • Incidents, what happened, and what we changed afterwards.
  • Spend against the scope you approved, line by line.

Tell us what you're responsible for.

A community, a board, a research program, a system that has outgrown its owner. We'll tell you honestly whether we're the right partner — and what a first project would take.

  1. Send a note through the form, or email ops@jumex.org.
  2. A person replies within one business day — usually faster.
  3. If it fits, we scope the first project in writing before any invoice.

ops@jumex.orgYou reach the person who builds it, not a queue.
Springbank Hill, Calgary, Alberta

A person reads this. Your message is stored on Jumex hardware in Calgary and used only to reply.

You'll get a written scope before any invoice — no sales sequence.

Operator

Jumex AI
Mark Iwankow, partner-founder
Springbank Hill, Calgary, Alberta, Canada
Operating since 2012

ops@jumex.org

Privacy

No cookies, no analytics, no tracking pixels. Messages sent through this site are stored on Jumex hardware in Calgary and used only to reply.

Accessibility

Built to WCAG 2.2 AA. If any part of this site is hard to use, email ops@jumex.org and we will fix it.

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