Frontier Technologies
AI, quantum, robotics and smart infrastructure.
QARC · QUANTUM AGENTIC RESEARCH CENTER
Research built to move from evidence to deployment.
QARC is Al Rahim Group’s research and innovation division in Karachi, Pakistan. We connect agentic AI, quantum computing research and autonomous systems with practical engineering.
Where Applied Intelligence Meets Deployable Engineering
Built for collaboration with
IndustryGovernmentAcademiaInvestors & Research Partners
INSTITUTIONAL POSITIONING
Research that is accountable to the field.
“Research earns its value when it survives the field.”
QARC consolidates research and engineering capability inside Al Rahim Group of Companies into a purpose built institution focused on applied artificial intelligence, quantum technologies and autonomous systems.
The Center is designed as a hybrid research and engineering organization. Research questions are pursued with the expectation that promising work can be tested against field constraints, integrated into operating environments and evaluated for commercialization.
ARG operations across logistics, aviation, overseas employment, agriculture, food processing, energy and technology create a live proving ground for systems that must work outside controlled laboratory conditions.
Built for Deployment
Tested in real operating environments.
Real World Impact
Turning research into measurable outcomes.
30+
Years of Al Rahim Group operating history behind the institution.
06
Core research domains spanning AI, vision, embedded, quantum, robotics and smart infrastructure.
06
Specialized Innovation Labs with shared research and field testing resources.
06
Governed stages from Research through Commercialization.
FUTURE IMPACTThe institution is designed to
The institution is designed to
leave capability behind.
QARC’s longer term ambition is not one flagship product, but a durable model for how deep technology can be researched, validated, deployed and sustained in Pakistan.
Talent retention
Create serious local pathways for AI, embedded systems, robotics and quantum adjacent researchers and engineers.
Scientific visibility
Build institutional visibility through peer reviewed publications, patents and reproducible technical work.
An exportable operating model
Demonstrate a repeatable Research to Deployment Framework that connects operational assets with credible research.
National capability
Develop domestically owned systems for logistics, agriculture, infrastructure and monitoring that support broader economic transformation priorities.
WHY QARC EXISTS
Four gaps shape the institution.
QARC is positioned between academic research, industrial operations and commercialization, where evidence can move from a paper or prototype into a controlled field environment.
01
Edge and embedded AI is underserved
Many software first AI offerings depend on cloud infrastructure, while ports, borders, farms and industrial sites often operate with bandwidth, power and connectivity constraints.
02
Quantum research lacks an applied home
Pakistan has strong individual research capability, but few institutional pathways connect quantum work to applied problems, funding and commercialization.
03
Academia and industry rarely intersect
University labs generate research and industry controls deployment budgets. QARC is structured to connect both sides through governed research, field validation and commercialization.
04
Deep tech talent needs serious local careers
Applied research institutions can create stronger reasons for AI, embedded, robotics and quantum adjacent engineers to build long term research careers in Pakistan.
THE ARG ADVANTAGE
Research can be tested inside real operating systems.
Al Rahim Group gives QARC access to operating contexts that purely academic or purely commercial labs rarely share under one structure.
01
Live testbeds
ARG's logistics, aviation, agriculture and industrial operations provide real environments for AI, robotics and engineering.
02
A first deployment path
Promising research can move rapidly from laboratory prototypes to pilot deployments inside existing operations.
03
Research + engineering in one institution
QARC combines frontier knowledge with systems integration, field validation and operational know how.
04
A defined commercial route
Validated systems can move toward licensing, managed services and applied research revenues via a structured approval process.
STRATEGIC PARTNERSHIPSBuilt to collaborate
Built to collaborate
across four ecosystems.
The institutional model is designed for joint research, pilots, academic supervision, applied programmes and commercialization relationships.
01
Universities
Joint research supervision, laboratory access, curriculum input and structured internship/fellowship pipelines with strong engineering, computing and physics faculties.
02
Government
Applied research engagement around revenue administration, border and security monitoring and agricultural planning, building on ARG government facing work including the FBR digital tax ecosystem and RTO Hyderabad AI transformation programme.
03
Industry
Applied AI, embedded systems and industrial automation for logistics, food processing, aviation and manufacturing clients in Pakistan and the Gulf, with Inter Fret’s MISA registered presence in Jeddah, Riyadh and Qatif providing a GCC entry point.
04
International Research Centers
Affiliate and visiting researcher relationships with quantum and applied AI labs in China, the Gulf and Europe, using ARG operating entities and relationships across China, the UK, Singapore and the USA to reduce the cost of establishing ties.
Train researchers by
giving them real work.
- 01
Undergraduate Internship Track
12 week structured internships run twice yearly, rotating through at least two Innovation Labs with technical mentoring and a defined micro project that produces a real deliverable.
- 02
Postgraduate Research Fellowship
6 to 12 month fellowships for MS and PhD students built around a specific QARC research question, with co supervision and access to compute, field test sites and governed operational data where applicable.
- 03
Industry Immersion & Workshops
Short technical workshops on applied topics such as edge AI deployment, agentic system design and introductory quantum computing, delivered with university partners and public sessions.
- 04
Pathway to Employment
Strong interns and fellows receive priority consideration for Research Associate and Junior Engineer roles across QARC’s Innovation Labs.
Publish evidence,
protect original work.
- 01
Public technical artifacts
Major projects are expected to produce a paper, patent filing or open technical report so institutional claims can be independently checked.
- 02
Domain relevant conferences
Applied and regional venues such as INMIC and FIT can support early work, while mature computer vision, robotics and quantum results can target relevant international IEEE and ACM venues.
- 03
Research collaborations
Joint projects should establish data access, authorship order and IP assignment before work begins.
- 04
Patent development
Projects receive an IP review at Validation, with priority areas including edge AI compression, agentic workflows for regulated documents and hybrid quantum optimization, filed first in Pakistan and extended internationally where commercial potential warrants.
RESEARCH APPROACHMethods, evidence and
Explore Our Approach Methods, evidence and
institutional thinking.
We combine rigorous research, advanced methods and real world deployment models to create scalable, measurable and lasting impact.
Research to Deployment Is the Operating Model
Why QARC treats research, prototyping, validation, pilots, deployment and commercialization as one governed pipeline.
2 min readRead note
Quantum Optimization With an Applied Destination
How QARC connects quantum and hybrid optimization research to logistics, scheduling and resource allocation problems.
2 min readRead note
Publish, Commercialize and Build Credibility
Why QARC treats papers, patents and open technical artifacts as part of the commercialization model rather than an academic side activity.
2 min readRead note