AI Products
Purpose-built AI applications designed around real workflows.
↗ AI & software solutions
Building intelligent solutions for real-world problems.
FK Solutions designs and builds AI-powered platforms, intelligent automation systems, and scalable software products for industries where technology can create measurable impact.
AI ProductsIntelligent AutomationData IntelligenceScalable Software
What we build
Intelligence, engineered into the workflow.
Focused systems that reduce complexity, improve decisions, and create room for better work.
Intelligent Automation
Systems that automate complex operational and business processes.
↗Data & Decision Systems
Platforms that transform data into actionable intelligence.
↗Custom Software
Scalable web applications and technology solutions built around client requirements.
↗Selected products
View all products Products with a clear job to do.
Each starts with a specific operational challenge and is shaped around the people solving it.
Legal Intelligence Platform
AI-powered legal intelligence and case-management infrastructure for Egyptian lawyers and law firms.
Secure case workspacesLegal document intelligenceLegal research
View product FactoryMind
An enterprise AI and manufacturing intelligence platform for operational visibility, model-driven analysis, and controlled decision support.
Production and operational monitoringAsynchronous ML trainingMLflow model governance
View product Selected work
View all work Engineering depth beyond the product catalogue.
Verified AI, platform, and research systems—presented as technical work, not commercial FK Solutions products.
W01Engineering Project
EnterpriseRAG
Multimodal knowledge intelligence with hybrid retrieval and local inference.
RAGLangChain / LCELFAISSHybrid SearchLocal LLMs
W02Engineering Project
AI Document Intelligence Platform
Arabic–English document intelligence with hybrid retrieval and GraphRAG.
FastAPIStreamlitChromaDBNeo4jGraphRAGCI/CD
W03Research / Engineering Project
NeuroScan AI
Explainable AI-assisted brain MRI review research.
Computer VisionDeep LearningGrad-CAMClinical-style reporting
W04Experimental / Labs
Self-Improving AI Coding Agent
A local autonomous coding agent with iterative reflection and improvement.
PythonPytestOllamaAgentic AI
FK Labs
Explore FK Labs Experiments with a credible path to useful software.
Research prototypes and applied explorations remain clearly separate from commercial products.
LAB—001Experimental
AgentsSelf-Improving AI Coding Agent
A local agentic system for iterative planning, testing, reflection, and improvement.
PythonPytestOllama
Explore experiment LAB—002Experimental
AgentsJ.A.R.V.I.S. Desktop AI Assistant
A desktop-assistant experiment for local AI interaction and task execution.
Local AIAutomation
Explore experiment LAB—003Research Prototype
AIOffline Local AI Chat
Private conversational AI workflows with offline local-model inference.
Local LLMsOffline AI
Explore experiment Technology expertise
Built across the full AI product stack.
A restrained view of the capabilities behind FK Solutions products and engineering work.
AI / Machine Learning
PythonTensorFlowscikit-learnDeep LearningComputer VisionModel Evaluation
Generative AI
LLMsRAGGraphRAGLangChainHugging FaceFAISSChromaDB
Backend & MLOps
FastAPIPostgreSQLpgvectorRedisMLflowDockerGitHub Actions
Frontend
ReactTypeScriptNext.jsTailwind CSSStreamlit
Founder & technical leadership
Product direction grounded in hands-on engineering.
FK Solutions is led by Faris Mohamed Kishtah, AI/ML engineer working across RAG, generative AI systems, full-stack Python, and MLOps.
About the companyWhy FK Solutions
Practical by design. Ambitious by nature.
Strong technology is not defined by complexity. It is defined by what it helps people understand, decide, and accomplish.
Built Around Real Problems
We start with operational problems, not technology trends.
AI Where It Matters
AI is used when it produces measurable value, not simply as a feature.
From Idea to Product
Research, architecture, development, testing, and deployment.
Designed to Scale
Products are built with long-term architecture and security in mind.
Industry focus
Deep workflows. Tangible impact.
We explore domains where better systems can change the quality and speed of everyday decisions.
01Legal↗
02Manufacturing↗
03Knowledge Systems↗
04Business Operations↗
05Data & Analytics↗
Product philosophy
“Technology should make complicated work simpler.”
We build systems that understand workflows, organize information, surface important insights, and help people make better decisions.
Start a conversation
Work with us Have a problem worth solving?
Let’s explore how software and AI can turn it into a scalable product.