AI Agents Architecture
From Strategic Blueprint to Production Architecture
We meet you wherever you are in your AI journey. Whether you have a specific technical requirement or a complex business friction point with no clear starting line, we provide the bridge from uncertainty to high-performance systems.
Phase 1: Architectural Consulting & Discovery
For organizations that know they need AI but lack the technical roadmap, we provide strategic intervention:
Workflow Deconstruction: We analyze your existing business logic to identify where autonomous agents can provide the highest ROI.
Feasibility & Risk Assessment: We determine if the current state of technology (and your data) can support the complexity you require.
System Design: We define the agent orchestration, memory management, and tool-integration requirements before a single line of code is written.
Phase 2: Complex Agent Engineering
Once the blueprint is validated, we move into deep development. We do not build wrappers. We develop:
Reasoning Engines: Custom logic layers that allow agents to solve multi-step problems without hallucination.
Integrated Tooling: Agents that aren’t just “chatting” but are actively interacting with your internal databases, CRMs, and legacy software.
State Management: Robust architectures that allow AI systems to maintain context and continuity across long-running business processes.
Complex AI Agents Services
Assessment
• Business analysis • Feasibility assessment • Strategy and Roadmap design • Technical analysis and advisory
Data Analysis
• Business Data Mapping • External Data Identification • Data Annotation • Data Cleansing • Data Enrichment
Architecture
• Business workflow mapping • Agent Layers Architecture • Prototyping/ Proof of Concept (PoC) • Industrial level development • AI & Software Integration and Development
Deployment Services
• Integration with existing systems • Deployment (Edge & Cloud) • Monitoring, Maintenance & Support
Service Description
We identify with the customer areas of improved productivity opportunities by the means of using AI Agents and Machine Learning.
GoWit-Hungary will take its customer on the AI journey, from problem classification to deployment and maintenance.
How it works
- We analyse the business problem and convert it into a class of Ai Agent and/or Machine Learning problem.
- We identify the data sources that can be used to feed the Agents, models, coming from public sources or company assets.
- We feed the Agent with the gathered data and fine tune the "data features" to reach the objectives.
- When stabilised, the Agent is evaluated and if satisfactory deployed into production.
- We monitor the Agent and keep feeding it with relevant data while in production to ensure the AI System does not diverge away from it objectives.
Why Us?
- We are first a Technology company, not an AI wrapper
- Experience implementing Complex AI solutions on customers' products.
- We provide the end to end service from Problem analysis to deployment via Architecture and development
- Fast team setup within a few weeks
- GoWit is providing constant supervision of the resources with its management team always accessible to the customer. Decisions regarding your project can be made quickly and efficiently.
- We have 20 years of experience in IT services.
- We can provide both the AI experts and the software development team who will develop the application that will use your AI backend.
Stack
- Cloud and Web Application
- AWS
- Google cloud
- Python
- Java
- Tensor Flow, Pytorch, Keras, etc.
- AWS Sagemaker, AzureML, Google ML
- Any other major technology
Pricing
- Daily rate per resource, based on geo-location and skills
- Time and Material
Our latest Publications
#12 AI Data Quality: Crap in – Crap out
#11 AI: Fixing the Training gone Wrong
Our latest Publications
#12 AI Data Quality: Crap in – Crap out