Industry AI solutions shaped by your regulator, your systems and your shift pattern
The same forecasting model behaves differently in a refinery, a bank and a hotel. Our industry AI solutions start from the data you have, the regulator you report to and the systems you cannot switch off, across eight sectors in India, UAE, Saudi Arabia and United States.
Eight priority industries
Each industry page covers where we can help, an example solution journey and the governance the sector expects.
Manufacturing
Quality inspection, predictive maintenance and plant MIS where data is split between PLCs, ERPs and the supervisor's spreadsheet.
Learn more →02Banking, Financial Services & Insurance
Digital onboarding, document automation and quantum-safe cryptography planning under SAMA, RBI, SEBI and UAE regulation.
Learn more →03Healthcare & Life Sciences
Clinical document processing and operations analytics with patient data kept in the jurisdiction the law names.
Learn more →04Retail & E-commerce
Demand forecasting, store video analytics and order automation that tie online demand to physical stock.
Learn more →05Hospitality & Travel
Multilingual guest assistants, voice ordering and operations intelligence for hotels and restaurants in the Gulf and India.
Learn more →06Telecommunications
Telemetry platforms, AIOps and the post-quantum migration that operators of critical infrastructure will be asked to lead.
Learn more →07Energy & Utilities
Infrastructure monitoring, barrier management and AI root-cause analysis for remote, safety-critical, OT-connected assets.
Learn more →08Logistics & Transportation
Routing and fleet optimization, warehouse vision and customs document automation for goods that cross borders.
Learn more →Why does industry context change the engineering?
Because the constraints differ, not the mathematics. A PPE detection model in a plant must run on site with no footage leaving the premises; in a retail store the same model is bound by customer consent rules. A document pipeline for a bank must keep an audit trail; in a hotel it must handle Arabic and English in one reservation.
That is why each industry page pairs our solution patterns with the specific systems, data formats and approval flows of the sector. It is also why our post-quantum cryptography work is weighted toward BFSI, telecom and energy, the sectors regulators have named first.
Where we deliver industry AI solutions
In India we serve manufacturers, NBFCs and hospitals from Chennai and Bangalore, working to the DPDP Act 2023 and sector regulators such as RBI and SEBI. In UAE our Abu Dhabi office supports banks, facilities operators and hospitality groups under UAE PDPL and the National Encryption Policy of November 2025. In Saudi Arabia we work with energy, telecom and financial clients to NCA ECC-2:2024, SDAIA PDPL and SAMA requirements, including the 2026 circular on quantum computing risks, and in United States our New Jersey office supports clients following OMB M-26-15 and CNSA 2.0. Details are on our locations page.
Evidence from engagements we can describe
We do not publish client names without permission, but we can describe the work: digital onboarding platforms for securities firms in India, infrastructure monitoring for GCC sites, LangGraph hospitality assistants and OT cybersecurity assessments in Saudi Arabia. Our engineering perspectives page describes four of these without naming anyone.
Frequently asked questions
Our industry is not one of the eight. Can you still help?
Usually, yes. The eight pages describe where we have the most repeat experience, not a limit. Government, education and professional services clients have used the same document, conversational and data platform capabilities. Tell us the workflow and the regulator you answer to, and we will say honestly whether we have relevant experience.
Do you have industry specialists or generalist engineers?
Both. Delivery leads carry sector experience in BFSI, manufacturing, energy or hospitality and run discovery, while the engineers who build are shared across sectors so a technique proven in one industry reaches the next quickly. For healthcare and financial work we add domain reviewers to design and acceptance.
How do you handle data residency for regulated industries?
We decide hosting before architecture. Saudi financial and government data stays in-Kingdom, UAE data stays in-country where the PDPL or the client requires it, and Indian financial data follows RBI localization rules. Video is processed on premises by default. For US clients we follow the applicable state law and the client's cloud region.
Where should a bank or telecom start on quantum-safe security?
With a cryptographic inventory, because every regulator asks for one first. SAMA's 2026 circular asks Saudi banks for the inventory by 31 December 2026, UAE National Encryption Policy asks government entities for inventories and transition plans, and India's task-force roadmap has critical sectors starting PQC implementation by 2027. Our BFSI page and the PQC service page explain the steps.
Build an industry-focused technology roadmap
Tell us your sector, your systems and your regulator, and we will outline where AI can help first.