Generative AI Consulting

We will help launch your GenAI prototype into production within 30–45 days, minimizing risks and unnecessary POCs.

8+

years of experience

120

projects in portfolio

50

international experts

Generative AI consulting from Alpacked

We transform unstable Generative AI prototypes into reliable systems that actually work. From day one, we implement transparency, quality control, and versioning to eliminate errors and ensure predictable generation.

Within one month, we set up the AI architecture and brought it to a production-ready state, enabling the system to deliver real results instead of remaining an internal technical experiment.

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service

Production launch in 30–45 days

Optimization of the existing prototype and exit from the endless PoC cycle

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Full LLM transparency

Prompt logging and versioning to control answer accuracy

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15–30% savings on tokens

Optimization of request architecture and elimination of hidden overspending

AI system optimization services

Our consulting allows eliminate technical errors and architectural flaws so your generative AI system operates stably and efficiently.

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Discovery & Problem Framing

    We analyze the current state and define goals:

    • We conduct a technical audit of the existing code and architecture.
    • We identify priority business scenarios for implementation.
    • We identify constraints related to quality, latency, and security.
    • We define clear KPIs for objective evaluation of release success.
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Architecture & Evaluation Design

    We create a reliable foundation and evaluation system:

    • We design the interaction scheme between AI services and the ecosystem.
    • We select the optimal technology stack according to project goals.
    • We implement automated AI generation quality validation.
    • We develop a data processing structure for generative AI context.
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Rapid Prototyping & Tuning

    We quickly test and refine logic on real data:

    • We perform iterative refinement of agent algorithms.
    • We evaluate the impact of each iteration on the outcome.
    • We validate model performance on complex edge cases.
    • We compare different models to select the optimal balance of speed and quality.
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Production Build & Integration

    We turn validated solutions into part of the product:

    • We migrate proven logic to cloud infrastructure.
    • We implement seamless integration with databases and APIs.
    • We apply security and access standards.
    • We optimize software code to operate under load.
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LLM Ops & Monitoring

    We ensure control and stability after launch:

    • We set up observability systems for generative AI analysis.
    • We implement automated alerts for failures and errors.
    • We create an environment for safe model updates.
    • We ensure system fault tolerance as the load increases.
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Optimization & Efficiency

    We bring the system to maximum performance:

    • We eliminate inefficient calls and unnecessary pipeline stages.
    • We implement smart caching to accelerate response times.
    • We optimize request structure to preserve context.
    • We provide a scaling plan without loss of performance.
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Knowledge Transfer

    We transfer expertise to your team for autonomy:

    • We prepare complete technical documentation for architecture and APIs.
    • We conduct workshops on AI system maintenance and development.
    • We hand over monitoring tools for internal use.
    • We create a roadmap for future feature expansion.

We optimize your Generative AI system for stable operation

We overcome technical barriers and improve architecture to ensure reliable AI performance under load and high answer accuracy.

Industry expertise

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Cybersecurity & offensive security

    We eliminate architectural vulnerabilities and “hallucinations” in Generative  AI agents, turning them into reliable tools for rapid threat detection.
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Blockchain & Web3

    We configure accurate generative AI interaction with blockchain network data and smart contracts so users receive reliable analytics without errors or delays.
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Media & Streaming platforms

    We optimize AI content generation and recommendation pipelines to reduce latency and deliver high-quality personalization for millions of users.
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VR / Immersive technologies

    We integrate Generative AI for dynamic content generation in VR, creating adaptive virtual worlds that respond to user actions.
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Cloud-native SaaS & tech startups

    We optimize Generative AI infrastructure for efficient resource management, ensuring product scalability as load grows.
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FinTech & financial platforms

    We implement a multi-layer AI output verification system to minimize errors in financial transactions and calculations.

Generative AI counsulting tech stack

Tools we use to improve AI systems.

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Stable Generative AI for your business with Alpacked

Quality control


We implement multi-level validation and fallback scenarios to eliminate Generative AI errors and guarantee accuracy.

Automated evaluation


We run continuous testing and automated scoring for each version of the AI system configuration.

Fast response (up to 500 ms)


We optimize data retrieval and request processing to ensure quick responses even under heavy load.

Proactive monitoring


We receive instant alerts about failures or cost increases before they impact users.

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Let's arrange a free consultation

Just fill the form below and we will contaсt you via email to arrange a free call to discuss your project and estimates.

Take the first step toward predictable results today

We eliminate technical uncertainty so you can scale your product without risk for business.

Our CORE team

The Alpacked team brings together professionals who are used to working to the highest quality standards and taking responsibility for every element of your infrastructure.

Dmytro Konstantynov

DevOps Team Lead, Co-Founder

A certified Cloud Architect and Kubernetes expert with deep experience in building DevOps teams and processes. Focuses on scaling, stability, and infrastructure automation that ensure continuous product development.

Yevhenii Hordashnyk

DevOps Consultant, Co-Founder

A specialist in Serverless, Docker, and AWS. One of the first engineers to implement AWS Managed Kubernetes in production. Able to optimize complex and non-standard systems, ensuring flexibility, reliability, and efficiency of cloud solutions.

100+

infrastructures designed

95%

of engineers are certified

40

months average LTV

What do clients say about us?

  • They’ve done a remarkable job overall. The project is challenging; the team works long hours and weekends, even though they don’t have to. Nonetheless, they go out of their way to be accommodating and cooperative. They’ve helped us to scale the system, improve its reliability, and increase our performance. Overall, Alpacked’s team is skilled and experienced, so everything’s gone exceedingly well.

    Marek Kielczewski

    Marek Kielczewski

    CTO at TVCoins

  • I have been referred to them by a friend who used their services before and highly recommended them. I started with Alpacked with one person on a specific and well-defined project in early 2020. My team and I were impressed by the quality of the work they delivered as well as respecting the milestones and timeline. We subsequently expanded our engagement with them. As of today, they are a premiere and trusted partner of our Cloud Operations.

    Parham Akhavan

    Parham Akhavan

    Cofounder and CTO at KUDO

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FAQ

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Let's arrange a free consultation

Just fill the form below and we will contaсt you via email to arrange a free call to discuss your project and estimates.