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 taken 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 method is peer-reviewed, 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 (12)

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.

These three are where all of it meets: each began as a paper and now runs as a product, free to open, with no account and nothing to upload. They are also how we would rather be judged. Open one, try to break it, and then read the page that explains exactly what is real, what is simulated and where the method came from.

  1. (01) Examinations

    AutoEx

    Photograph a handwritten script. It reads English, Arabic or equations, scores it against your keywords, explains every mark, and reports on the whole class.

  2. (02) Agriculture

    AgriVision

    Pick a satellite scene. It sharpens it, tunes its own colour bounds, measures the green in acres, reads the weather and soil, and says what would grow there.

  3. (03) Logistics

    DecentraliDrones

    Eight drones, four pairs, no dispatcher. Order to a roof over a real Riyadh neighbourhood and watch the swarm bid for it, fly it, map the streets and cover for a drone that falls.

Research That Made It Out Of The Paper

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.

    Read the full page

  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.

    Read the full page

By The Numbers

  • Clients
    Company sites built, moved or run External clients
    Sectors they trade in Cable plants to restaurants
  • Engineering
    Open-source projects, code included On GitHub
    Products of our own, running live Examinations, agriculture, logistics
  • Research
    Peer-reviewed papers Since 2022
    Citations across them Google Scholar

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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