01
Applied Artificial Intelligence
Exploring how language models, multimodal models and reasoning systems can be integrated into practical workflows and digital products.
- model-assisted processes
- AI workflow design
- evaluation of usefulness
01Researching Applied Intelligence
Intelligence
built for
real impact.
MP Projects is an applied AI research company focused on transforming artificial intelligence from isolated demonstrations into useful, testable and operational systems.
The company conducts research and develops experimental systems across autonomous agents, adaptive automation, human-AI interaction, decision intelligence and intelligent digital infrastructure.
02Research areas
Where research becomes applicable.
MP Projects does not position artificial intelligence as a decorative feature. The research focus is on building systems that can observe, reason, act, explain and improve within realistic technical and organizational environments.
02
Autonomous Agent Systems
Researching agent architectures that can plan tasks, execute operations, verify outputs and recover from errors under supervision.
- multi-step planning
- tool-using agents
- human control loops
03
Decision Intelligence
Developing AI-assisted decision structures for analysis, uncertainty handling, prioritization and operational support.
- reasoning support
- risk-aware workflows
- decision traceability
04
Adaptive Infrastructure
Studying digital infrastructure that can monitor itself, surface anomalies, optimize processes and support intelligent automation.
- observability
- automation layers
- self-improving systems
03Method
Reality is the benchmark.
MP Projects treats research as an engineering discipline. An idea is not considered useful because it sounds advanced. It has to be framed, prototyped, tested, documented and evaluated against real constraints such as reliability, cost, latency, privacy, supervision and integration friction.
01 / FRAME
Define the operating problem
Research starts from a concrete problem, a user context or a technical constraint, not from generic AI hype.
02 / PROTOTYPE
Build small experimental systems
Ideas are transformed into working prototypes that expose behavior, edge cases and integration risks.
03 / EVALUATE
Measure failures and utility
Every research path is assessed for reliability, supervision requirements, cost, security, privacy and practical usefulness.
04 / APPLY
Convert research into systems
Only approaches that survive testing are developed further into applied tools, automation layers or intelligent infrastructure.
04Experimental systems
Research streams and prototype directions.
The following streams represent the type of applied research and experimental development conducted by MP Projects. They can evolve into internal tools, proof-of-concept systems or collaboration projects.
STREAM 01
Orion
Autonomous agent research for monitoring, analysis and decision support in dynamic environments.
- Focus
- multi-agent coordination
- Status
- experimental architecture
STREAM 02
Nexus
Adaptive automation research for orchestrating workflows, tools and data-driven operations.
- Focus
- adaptive process layers
- Status
- prototype research
STREAM 03
Lattice
Infrastructure intelligence research for observability, resilience and system-level reasoning.
- Focus
- intelligent infrastructure
- Status
- research stream
05Lab notes
Research documentation matters.
A serious applied research process creates notes, observations and implementation patterns. MP Projects maintains research documentation around limitations, system behavior, interaction design and practical constraints.
Field noteWhy AI systems fail after the first successful demo
Reliability, context drift and hidden operational assumptions.
Research noteHuman supervision is part of the architecture
Designing control loops for practical agent systems.
Technical noteUseful automation requires feedback and memory
From static workflows to adaptive process intelligence.
06Contact
Applied AI research with practical consequences.
For research collaboration, experimental AI systems, applied automation concepts or technical discussions, contact MP Projects directly.
CompanyMP Projects Iași SRL
CEOSergiu Popovici
AddressStr. Anastasie Panu 54
Iași, Romania
Iași, Romania
Phone0770651792