Solutions beyond the horizon

• Human × AI infrastructure protection for rapidly changing environments

  We help design and upgrade infrastructure that stays reliable as loads, climate and operating conditions change. Engineering calculations, digital twins and AI are combined to analyse scenarios, find weak points and choose technical solutions. The focus is energy, water supply, transport and industrial facilities.

  For projects in the Gulf we take into account high temperatures, dust, salty air, and limits on water and power. For other markets we adapt solutions to the local climate, resources and the condition of existing infrastructure.

  We start with a survey of the facility and an assessment of data quality. We then build a model, test it against real operating modes and define the conditions for implementation. AI supports the engineer, and critical decisions are reviewed by qualified professionals. The result is a justified development plan for the facility, with figures for reliability, cost of ownership and resource use.

• AI model design and training for specialised domains, from machinery and equipment in the air to Islamic finance

  We are building an Arabic-language AI model for Islamic banking and finance from the ground up. The aim is to make financial questions easier for every Muslim to understand: to follow the terms of a deal, to see how it fits with Sharia norms, and to receive an explanation that takes account of their own religious tradition and school of law.

  A user will be able to describe a transaction, ask a question or upload a contract. The model will explain the terms in plain language, point out possible inconsistencies and flag matters that need further review. Answers will cite their sources and state which approach the interpretation follows.

  Training will rely on Arabic-language sources and Islamic finance materials selected together with specialists and Sharia scholars, whom we plan to involve in checking the quality of answers as well. The model is meant to help private users and financial institutions. It does not replace an individual fatwa or the opinion of a Sharia board.

• Advanced materials, from desert sands to outer space

  We develop materials and coatings for specified operating conditions, from laboratory research to a pilot sample and production recommendations. Priorities are protection from corrosion and wear, heat resistance, lighter structures and better heat exchange. Possible directions include composites, functional coatings and materials for additive manufacturing.

  For projects in the Gulf we propose paying particular attention to performance in heat, sand, ultraviolet light and marine environments. Applications we consider are energy, water treatment, construction, industrial equipment and cooling systems. Requirements are set for the specific facility, not from a one-size-fits-all regional template.

  Computer modelling and machine learning help select promising compositions and plan experiments. Properties are confirmed by testing. The client receives data on performance, reproducibility and limits of the material, and an assessment of whether it can be produced locally.

• Equipment design for demanding conditions

  We design equipment for the client's production task, from technical requirements and calculations to design documentation, a prototype and a test programme. The work centres on reliability, safety, ease of repair and life-cycle cost. Layout, materials and components are chosen with supply availability and local manufacturing in mind.

  For use in the Gulf we assess thermal loads and protection against dust, corrosion and unstable outside conditions. For other countries we allow for the local power supply, the skills of maintenance staff and the availability of service support.

  We use AI where its benefit can be checked: comparing design options, analysing test data and diagnosing condition. We do not add intelligent features for their own sake. The output is documentation and verified technical solutions for the next stage of production. Requirements for certification, local assembly and transfer of documentation are agreed at the start of the project.

• Contract research and development, bespoke and on demand

  We carry out research and development for companies, universities and government bodies. We help test a technical hypothesis, build a prototype or prepare a technology for deployment, combining modelling, experiment, AI development and engineering design in an agreed programme of work.

  A project is split into stages with clear results, deadlines and acceptance criteria. After each stage the client has a basis for deciding whether to continue, change approach or stop an unpromising direction. At the start we establish the technology's readiness level, the budget, and access to data and equipment.

  For international projects we agree separately on confidentiality, rights to results, handover of documentation and the involvement of local partners. On request we include training for the client's team and preparation for localising production. The result is a report, model, sample or set of documentation, as defined in the technical specification.

For external clients

VOSTOK ONE can take on the full engineering cycle for protecting the infrastructure of large facilities, and oversees implementation and deployment. Paid work for external clients does not require joining the group.