Production AI for telecoms, financial institutions, and regulated enterprises. Built for the Gulf, deployable anywhere.
Building AI for the Gulf is not the same as deploying a Western tool with Arabic as an afterthought. Your customers speak Arabic, your agents work across dialects, and your regulators expect governance that generic platforms were never built for. We build AI systems that handle Arabic as a primary language. Not a translation layer.
Enterprise knowledge systems that understand Arabic, English, and regional languages natively. Intelligent search, ranked responses, knowledge gap detection, and live re-indexing for contact centres, agent portals, and customer-facing applications.
Production data pipelines, LLM integration, vector search, and real-time analytics designed for scale from the start. We design the architecture, write the infrastructure as code, and deliver a system your team can operate independently.
AI systems for industries where failure is not an option: life sciences, financial services, and healthcare. Audit-ready outputs, traceable reasoning, and governance-first design. Aligned to GxP, SAMA, and enterprise compliance frameworks.
Web, mobile, and API-first platforms built for the team that inherits them. Documented architecture, infrastructure as code, and a complete handover. Your engineers own it, extend it, and operate it without us.
Digital asset infrastructure for financial institutions and luxury brands. Smart contracts, tokenised assets, and on-chain verification systems. Built to the same standard as everything else we build.
For enterprises setting AI strategy under UAE Vision and Saudi Vision 2030 commitments, we work alongside leadership to assess readiness, select tools, and run structured rollouts. In regulated industries where governance matters as much as capability.
You work directly with the architects running your engagement, not account managers relaying messages to a team you never meet. Every s-team engagement is principal-led from scoping to handover.
We operate on a fixed fee tied to deliverables. We document everything. When the engagement ends, you own the code, the infrastructure, and the data. Your team can operate and extend it without us. No lock-in, no retainer dependency.
A selection of engagements. Each one required something that did not exist before we built it.
Multilingual AI Knowledge Base: English, Arabic, and Kurdish (Sorani)
A tier 1 MENA telecom operator needed to know whether AI-powered knowledge retrieval could work reliably across three languages before committing to a full platform build. We designed and delivered a working proof of concept: natural language query understanding in all three languages, ranked results with copy-ready agent responses, automatic knowledge gap detection, and live re-indexing on CMS publish. Production-grade architecture from day one. Four distinct access tiers, one knowledge layer.
Read case studyExplainable AI Risk Platform: AML, supply chain, people risk
Recognised by Enterprise Security Magazine as a Top 10 Provider of Automation Security. Full platform build from scratch: architecture, backend, frontend, and cloud infrastructure across three risk domains.
Read case studyCertificate Intelligence Platform: 50+ CT log servers, billions of entries
Turned the complete Certificate Transparency dataset into a proprietary, continuously updated sales intelligence platform. Ingestion, analytics, API, and portal. Fully owned by KeyTalk at handover.
Read case studyDigital Transformation: embedded technical partnership
Five-year embedded partnership with Repligen Corporation (NASDAQ: RGEN), a global bioprocessing leader. Cloud migration, document intelligence, and deep integration across SAP, Snowflake, ServiceNow, and Microsoft 365.
Read case studySmart Tourism Platform: seven-year architecture partnership
Lead architecture partner across seven years of product evolution. Built a creator marketplace with proprietary IP now deployed live at Denver International Airport, one of the ten busiest airports in the United States.
Read case studyLuxury NFT Experience: digital collectibles for a Swiss watchmaker
Web3 and NFT infrastructure for one of the world's foremost Swiss luxury watchmakers. A digital collectibles experience built to earn its place alongside a $50,000 watch.
Read case studyDeFi Protocol: decentralised swap architecture
Architecture and development of a decentralised swap protocol: on-chain swap logic, liquidity mechanics, and a frontend trading interface. Built and deployed for live use.
Read case studyOne product in market. One approaching launch. The same engineering standard we hold for clients, we hold for ourselves.
AI-powered learning for Cambridge students
Millions of students across the MENA region and South Asia prepare for Cambridge O and A Level examinations every year. Jugnu is an AI-powered learning platform for the Cambridge curriculum: past paper practice, concept explanations, and performance tracking. Built for students who are preparing seriously.
Learn more about Jugnu →Compliance AI for life sciences · Early access
Life sciences companies operate under some of the strictest documentation requirements in any industry. GxP AI is being built to help pharma and biotech teams deploy AI without compromising regulatory standing: audit-ready outputs, traceable reasoning, and GxP-compatible workflow integration aligned to 21 CFR Part 11.
Register interest →s-team was founded by two engineers who'd spent decades inside large enterprises and decided to build for themselves.
20 years in enterprise architecture across life sciences, regulated telecoms, and production AI. Engagements include US biotech manufacturing intelligence, multilingual AI platforms for GCC operators, and a certificate intelligence platform for a UK cybersecurity firm. At s-team he leads architecture and client delivery.
Ex-Microsoft engineer with two decades in digital infrastructure, emerging technology, and enterprise AI. Built on-chain infrastructure for Hublot, architected a seven-year platform evolution for a GCC retail operator, and delivered digital transformation across financial services and telecoms. At s-team he co-leads delivery and heads the emerging technology practice.
Two senior engineers. No middle layer. No juniors on your engagement.
We take on a limited number of engagements each year. Inquiries are reviewed directly by the principals — not a sales team.