Build and deploy PoC for Generative AI projects

We build and test Generative AI Proof of Concept (PoC) to ensure technical fit and business value. Start small with Deviniti to validate and refine Gen AI before full commitment.

PoC for Generative AI projects
From PoC to daily operations at Credit Agricole bank
We developed a Proof of Concept (PoC) to automate a specific part of customer service workflows at Crédit Agricole.
The AI Agent prototype managed routine inquiries, demonstrating value by freeing up staff for complex tasks.
After positive results, the AI Agent was fully deployed, handling routine inquiries and directing complex cases to specialized teams.
From AI prototype to an everyday tool for consultants at UAE bank
We launched a PoC for an AI chat assistant to support consultants in handling product and procedure information.
The prototype covered a targeted set of inquiries, providing real-time, accurate responses and suggesting tailored customer offers.
Based on the PoC’s success, the chat assistant was expanded for full use, helping consultants deliver faster, error-free support.

What we cover

Essential steps for Gen AI PoC creation

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Get clear objectives & identified opportunities

We start by understanding your goals and identifying specific pain points. This stage ensures alignment on what the Gen AI should achieve for your business.
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Identify use cases and build a custom prototype

Together, we select high-impact use cases and design a prototype or PoC tailored to address these needs. It lets you explore AI’s potential in a controlled, testable way.
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Receive a ready-to-test PoC

We develop a PoC that covers core functionalities and is ready for testing in real-world scenarios. It allows you to check the technical fit and performance of AI before further investment.
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Move forward with Gen AI full deployment

After gathering feedback from PoC testing, we optimize the solution, preparing it for full-scale deployment.

Our Generative AI development expertise


330
IT experts on board
11
awards and recognitions
for our GenAI solutions
236
clients served in custom development

Structured process

Key modules for building your Generative AI PoC


Our modular Generative AI PoC process lets you choose the specific services you need, without requiring a full commitment to every stage.

  • Gen AI PoC development - Education

    Module 1: Education

    Outcome: Understanding the potential of Generative AI in your business.

    We help you and your team understand what Generative AI can do, highlighting areas you may not have considered.

    Key points:

    • Introduce AI capabilities relevant to your industry.
    • Highlight potential improvements AI can bring to specific tasks.
    • Address common misconceptions and concerns about AI.
  • Gen AI PoC - Exploration

    Module 2: Exploration

    Outcome: A clear understanding of where AI could bring the most value in your business.

    We work together to identify the high-impact GenAI opportunities that align with your goals.

    Key points:

    • Shortlist areas that can benefit from AI improvements.
    • Align AI potential with your strategic business goals.
    • Evaluate the feasibility of applying AI in selected areas.
  • Gen AI PoC - Definition

    Module 3: Definition

    Outcome: A detailed plan outlining the role of Gen AI in a specific process.

    We focus on one selected process, mapping out how Gen AI will integrate into daily workflows and what results you can expect.

    Key points:

    • Define how AI will work within the chosen process.
    • Set measurable outcomes for AI’s performance.
    • Identify key interactions between AI and users.
  • Gen AI PoC - Consulting and audit

    Module 4: Consulting & audit

    Outcome: A well-informed strategy for AI integration with minimized risk.

    Our experts consult with your team to answer any questions, assess current workflows, and identify potential challenges.

    Key points:

    • Evaluate your current readiness for AI adoption.
    • Identify gaps or adjustments needed for successful integration.
    • Address compliance, security, and alignment with business goals.
  • Gen AI PoC development

    Module 5: PoC development

    Outcome: A working Proof of Concept (PoC) demonstrating AI’s technical viability and business value.

    We develop an interactive PoC for a key process, testing AI’s effectiveness within your business. This allows you to evaluate its performance and potential value before making larger investments.

    Key points:

    • Create a prototype to validate AI’s technical fit.
    • Test AI’s performance and gather feedback in a real environment.
    • Refine the solution based on initial results.
  • Gen AI PoC - MVP and full scale development

    Module 6: MVP & full-scale development

    Outcome: A Minimum Viable Product (MVP) that is ready for real-world testing and feedback.

    Building on the PoC, we add essential features to create an MVP that can be tested in real scenarios.

    Key points:

    • Develop core functionalities to meet immediate business needs.
    • Deploy the MVP with selected users for real-world testing.
    • Gather feedback and refine the solution for full deployment.

They trusted our expertise


cresit agricole logo
Dekra
Carefleet

Our Generative AI prototypes for enterprise clients


  • Customer support chat assistant

    PoC for real-time customer support assistance

    Industry: Banking

    This PoC tested an AI chat assistant to help consultants answer customer questions on products and procedures.

    • Instant information access: Provides consultants with quick, accurate responses, improving service quality.
    • Personalized offers: Recommends relevant products and services based on client profiles.
    • Reduced manual search: Automates information retrieval, reducing time spent on manual searches.
  • AI Agent for complaint management

    PoC for document sorting and case prioritization

    Industry: Banking

    This PoC focused on automating the handling of complaints, including document sorting and priority setting.

    • Automated document sorting: Categorizes incoming documents, reducing errors and directing them to the correct teams.
    • Case prioritization: Assigns priority based on urgency and tone, helping resolve important cases faster.
    • Reduced workload: Takes over repetitive tasks, freeing employees to focus on more complex cases.
  • HR service chatbot

    PoC for automated HR inquiries and ticketing

    Industry: Banking (internal HR team)

    This PoC involved a chatbot designed to handle HR inquiries, automating repetitive queries and ticketing tasks to improve response times and reduce HR workload.

    • 24/7 query handling: Manages common employee questions automatically, minimizing HR involvement.
    • Automated ticketing: Streamlines routine tasks like ticket creation and resolution.
    • Time-saver: By automating repetitive tasks, both employees and HR specialists save time for other work-related tasks.

We build safe, compliant, and ethical AI systems

Security & ethics in AI

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AI guardrails

We establish guidelines to ensure the responsible use of Generative AI, minimizing risks associated with AI deployment.

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Acceptable AI use policies

Our team helps develop and implement policies that govern the use of AI within your organization, ensuring ethical practices.

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Ethical AI practices

We adhere to principles of fairness, transparency, and accountability, ensuring that our Gen AI solutions are not only effective but also ethical.

Testimonial

What our clients say

By automating certain customer interactions, bank employees are provided with a prepared “semi-product”, which enables them to dedicate more time to personalizing and empathizing with customer communication, and thus taking even better care of their needs.

Katarzyna Tomczyk – Czykier
Director of the Innovation and Digitization Division – Retail Banking

Why choose us

Secure Gen AI PoC&MVP development

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Data security

Our AI systems are built to safeguard sensitive information, following strict security protocols to prevent unauthorized access.
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Regulatory compliance

We hold ISO 27001 certification and we are fully compliant with industry standards and regulations, including GDPR and CCPA.
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Auditability

Our AI solutions offer transparent logging and reporting, making it easy to review processes and verify compliance .

Get in touch

Let’s talk


Book 1-on-1 consultation 

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Grzegorz Motriuk

Head of Sales | Application Development

Our consultant is at your disposal from 9 AM to 5 PM CET working days from Monday to Friday for any additional questions.