Research Into Practice

The clips above are experiments: computer vision on satellite imagery, drones flying themselves through a simulator, handwriting read by a model and marked against a key. Each one began as a question the founder took through peer review before anyone paid for it, which is the order we prefer — the method gets broken by reviewers first, and by a client never.

The papers below are the written form of that work: computer vision, autonomous systems, remote sensing and security, with the failure cases included. They are why the evaluation set comes before the feature list on every platform we build, and why a monitoring probe is not exotic to us — it is the same discipline as a held-out test set.

Teconya — web design, managed hosting, cybersecurity and AI studio in Riyadh, Saudi Arabia

Websites Hosting Systems And Security Built To Last (Read More)

We build and run the boring layer. Company websites, the servers under them, the email and files a business lives in, and the locks on all of it. None of that is glamorous, and all of it is what stops working at the worst possible moment when nobody owns it.

So we own it. Every site we host is patched weekly after a staging run, backed up off-site every night, watched once a minute, and reported on every quarter. Every system we build comes with a written blueprint, and every tenant we run gets a runbook someone else could follow.

The number is agreed before the work starts, in writing, in riyals. It does not move unless the scope does.

Security is not a product you buy at the end. It is two-factor sign-in with no exception for the boss, admin rights on separate accounts, ports closed by default, backups that have actually been restored, and an alert that reaches a pager rather than an inbox.

Most of the systems we take over have none of that switched on. Switching it on is usually a week of settings and a written explanation, not a new platform. We would rather sell you the week.

When something does happen, there is a runbook, a person on call, and a written account afterwards of what changed so it does not happen twice.

AI comes third, on purpose. A model is worth building when it changes a number someone is accountable for — response time, cost per case, hours returned to a team — and when it can be measured against cases drawn from your own work rather than a public benchmark.

When that is true we build it properly: an evaluation set before the first line of code, a failure path before the feature list, and deployment inside your own network where the data has to stay. The founder has published peer-reviewed work on exactly this, and the same discipline applies to commissioned systems.

When it is not true, we say so. A scheduled report or a well-configured integration solves more business problems than a model does, and it costs a fraction to run.

On Building Systems That Outlive Their Demos

Selected Work View All (16)

Teconya works in three strands that feed each other: published research, custom AI systems built against a client's own data, and web platforms a content team can actually operate. The strands are not separate departments. The evaluation discipline that gets a paper through review is the same discipline that decides whether a retrieval system is ready to ship.

Each of these began as a constraint rather than a brief. A model that had to stay inside a client network. An archive nobody could search. A publishing workflow duplicated three times in three languages. The constraint is the part worth reading about, so it is the part we have written up.

Our Services (See All)

  1. (01)

    Managed Hosting & Maintenance

    per site, fixed for the year, quoted in writing

    Your site hosted, patched, backed up and watched — for one fixed number a year.

    Read the full page

  2. (02)

    Website Design & Build

    scoped in writing after a week of discovery, then fixed

    Like what you are seeing? A site like this one — designed for you, built as software, in Arabic and English — could be yours.

    Read the full page

  3. (03)

    Site Maintenance & SEO Boost

    one pass or a yearly plan, quoted in writing

    An existing site made faster, better indexed and easier to run — once, or continuously.

    Read the full page

  4. (04)

    Microsoft 365 & Google Workspace Administration

    quoted by seat count, in writing

    Business email, calendars, files and sign-in set up properly, locked down, and run for you — on Microsoft 365 or Google Workspace.

    Read the full page

  5. (05)

    Security & Systems Architecture

    quoted in writing after a two-week review

    Your servers, network and services reviewed, hardened, patched and written down — a blueprint of how it all fits, and someone who keeps it that way.

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  6. (06)

    Outreach Engine: Prospects & Email

    set-up plus a monthly retainer, quoted in writing

    The engine that finds prospects, audits their websites and writes each one a personal email — in your name, approved by your team, run for you.

    Read the full page

  7. (07)

    Social Engine: Daily Posts

    set-up plus a monthly retainer, quoted in writing

    The engine that writes three posts a day for X, Instagram and LinkedIn, prints an image for each in your colours, and publishes once your team has tapped approve.

    Read the full page

  8. (08)

    Custom Platforms & AI Systems

    by complexity, not by the hour, quoted in writing

    A product taken from a question to a running platform, scoped to the complexity you actually need.

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By The Numbers

  • Area Number Of what Note
  • Services Offers, each scoped in writing Offered
    Minutes to a page when a probe fails Fixed the same business day
  • Sites Company sites built, moved or run External clients
    Languages on this site, every page twice AR + EN
  • Hosting Uptime target, probed every minute Around the clock
    Days of backups kept off-site Restored quarterly
  • Research Peer-reviewed papers listed Since 2022
    Citations across them Google Scholar
  • Projects Open-source projects, code included On GitHub

Measured Against A Number That Matters

29 sites the founder built for external clients via a Saudi agency Riyadh and beyond

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