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Custom AI Solutions

Solve the Problem No Standard Tool Fits

When your problem is specific to your business, we build a tool for it, from image and video analysis to specialised apps and integrations. We confirm what is possible first, then prove it on real cases.

Problems It Solves

  • Our problem is specific to our business, and no off-the-shelf tool fits.

  • We check products, images or paperwork by eye, and mistakes slip through.

  • We need software that understands our own specialised data, not a general chatbot.

Typical Use Cases

  • Detection and Counting

    Spots and counts objects in images or video, such as products on a line or stock on a shelf.

  • Quality Inspection

    Checks products against your standard and flags defects before a batch is finished.

  • Arabic and English Text Reading

    Reads text from photos of labels, packaging and forms, and feeds it into your own tools.

  • Specialised Apps and Integrations

    A tool built around your process, such as candidate matching, connected to the systems you already use.

How We Deliver It

  1. 1Feasibility DiscoveryA short discovery confirms what is possible with your data, cameras or documents before any build.
  2. 2Collect Real ExamplesWe gather images, videos or records from your business to build and measure against.
  3. 3Build a First VersionWe build and test a first version on real cases, with your team checking the results.
  4. 4Extend What WorksOnce it has proved useful, we connect it to more of your systems and extend it.

What We Need From You

  • A clear description of the problem and what a good result looks like
  • Real examples to work with: images, video, documents or records
  • Access to the cameras, systems or data the tool will use
  • Time from the people who will use it, to test the first version
  • Any rules on where data must be kept, such as inside Qatar

Good to Know

  • Not every idea is feasible; discovery may show that a simpler approach, or no AI at all, is the better choice.
  • Image analysis depends on camera position, lighting and image quality, so site conditions may need adjusting.
  • A first version is a working test on real cases, not a finished product; it grows once it has proved useful.

Timing

Scope and timing are agreed after a free consultation.

See It in Practice

Talent Match Talent Match · Data analyst role F Talent Match Recruiter workspace · 1,284 profiles in pool + New role Bias-aware on ROLE Open Senior Data Analyst Hybrid · Full-time · 2 openings Requirements SQL Python Power BI Arabic + English 5+ years Stakeholder mgmt Retail data dbt Must-have Nice to have Scoring weights Skills 50% Experience 30% Language 20% 1,284 profiles scored CVs parsed in Arabic + English Top matches 3 of 46 shortlisted Best match 92 match Top match Candidate #0142 Data Analyst · 7 yrs · Arabic, English SQL + Python daily, built retail dashboards Power BI lead on 3 projects Presents to leadership, bilingual Schedule screen Tue 10:30 · 30 min Invite drafted 87 match Candidate #0388 BI Analyst · 5 yrs · English, Arabic Strong Power BI and data modelling Retail and e-commerce data Python is light, SQL strong Schedule screen Wed 14:00 · 30 min 81 match Candidate #0917 Analytics Engineer · 6 yrs · English Expert SQL, dbt, Python Stakeholder workshops Arabic not listed on CV Review profile Recruiter check
Live Product

Talent Match

A client recruitment tool that reads CVs in Arabic and English, ranks candidates for a role with reasons, and keeps the recruiter in charge of the shortlist.

Picture: a drawing with demo data, not a screenshot.

See the project →
Technical details (for technical readers)
  • Computer vision: object detection, counting and quality inspection on images and video.
  • OCR (optical character recognition) in Arabic and English for documents, labels and forms.
  • Edge deployment: the model runs on a device on site, for speed or when footage must not leave the premises.
  • Advanced integrations through custom APIs (the connection points systems use to exchange data).
  • AIOS components to connect your information and AI workflows.
  • You own the custom code and configuration on full payment; we keep only our pre-existing frameworks, licensed to you to use with what was delivered.

Discuss Your Project With Firasa

Tell us what you want to improve. In a free 30-minute call, we will tell you honestly whether this solution fits.