Multi-Agent AI with Advanced Memory
Intelligent Agents with Shared Memory & Context Persistence
Our multi-agent systems feature specialized AI agents that share memory, learn from interactions, and maintain context across sessions. Unlike simple chatbots, our agents leverage multi-layer memory architecture—combining short-term working memory, long-term knowledge storage, and episodic memory—enabling them to remember, learn, and collaborate intelligently.
Multi-Agent Architecture Patterns
Sequential Processing
Agent A processes data → Agent B analyzes patterns → Agent C generates insights
Parallel Processing
Multiple agents work simultaneously on different aspects, results are merged
Hierarchical Delegation
Lead agent delegates subtasks to specialist agents based on requirements
Verification & Validation
Answer agent generates response, verifier agent checks accuracy and compliance
Production Multi-Agent AI Delivering Results
From healthcare to legal to e-commerce, our multi-agent architectures solve complex problems that single AI models cannot handle alone.
Medscribe By Zaltech AI
Healthcare / Multi-Agent Clinical Documentation
Sophisticated multi-agent orchestration with three specialized AI agents (Luna for transcription, Nova for medical knowledge, Stella for document analysis) working together via intelligent coordinator.
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Justiciano Legal Platform
Legal / Multi-Agent Legal Research
Specialized agents trained on 156,000+ Chilean law documents work collaboratively: Document Analyzer, Case Law Researcher, Legal Drafter, and Compliance Checker.
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Eva AI Sales Assistant
E-Commerce / Dual-Agent Verification
Two-agent architecture ensures compliance: Answer Agent generates customer responses, Verifier Agent validates accuracy and regulatory compliance before delivery.
View Full Case StudyShowing 1-3 of 4 projects
Multi-Agent Systems Technology Stack
Built with cutting-edge frameworks, LLM providers, vector databases, and orchestration tools specifically designed for multi-agent AI systems
Trusted by Industry Leaders
Delivering enterprise AI solutions that drive measurable business impact
EdTech Client
CTO
Education Technology Company
"Sohaib and his team at Zaltech AI were fantastic to work with. They built two great AI solutions for us. Beyond their technical skills, they genuinely cared about our success and always found ways to improve our ideas."
Product Lead
VP of Product
AI SaaS Platform
"Working with Zaltech AI has been transformative for our product. Sohaib's deep expertise in AI and its practical applications, combined with a clear understanding of product strategy, made a measurable impact on our platform's capabilities."
Operations Director
Director of Operations
Enterprise SaaS
"We had a great experience working with Zaltech AI. Sohaib and his team were all very professional and had great communication and follow through. We will undoubtedly hire Zaltech AI for future projects."
Founder
CEO
Data Analytics Startup
"Working with Zaltech AI has been one of the best decisions we've ever made. Sohaib and his team helped us design and build several AI-based software solutions tailored specifically to our needs."
Marketing Director
Marketing Director
Levo Ai
"Zaltech AI delivered outstanding work on our Levo Ai pre-implementation marketing strategy project. Sohaib's comprehensive market research was thorough and insightful, providing exactly what we needed to position our AI-powered platform competitively."
AI Product Manager
Product Manager
Blockchain & AI Platform
"Zaltech AI's expertise in AI solution building and product management proved invaluable in the development of our complex, data-driven AI product. Sohaib's strategic insight and attention to detail not only accelerated our timeline but also enhanced the quality of our final product."
Technology Director
Director of Technology
Healthcare Platform
"Zaltech AI transformed our healthcare platform with cutting-edge AI solutions. Their team understood the complexities of healthcare regulations while delivering innovative solutions that exceeded our expectations. Truly a game-changer for our organization."
Startup Founder
Founder & CEO
FinTech Startup
"Choosing Zaltech AI was the best investment we made for our startup. Sohaib and his team not only built our AI infrastructure but also provided strategic guidance that shaped our entire product roadmap. Their expertise is unmatched."
Innovation Lead
Head of Innovation
Real Estate Tech Company
"Zaltech AI brought our vision to life with remarkable precision. The team's ability to understand our business needs and translate them into intelligent AI solutions was impressive. Their ongoing support and dedication to excellence sets them apart."
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