AI Engineering

Unlock the full potential of artificial intelligence with our AI Engineering Consultancy Services. We specialize in AI Governance and Compliance, Security and Privacy, Infrastructure Development, Model Selection and Lifecycle Management, Data Management and Retrieval, and Team Enablement. Let us help your organization seamlessly integrate AI technologies, ensuring ethical, scalable, and efficient solutions tailored to your needs.

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What we do

AI Infrastructure and Platform Development

Designing and building platforms that integrate code, models, data, and tools into a common environment.
Implementing infrastructure that can handle increased loads and large datasets efficiently.
Seamlessly integrating AI capabilities into existing systems and workflows.
Setting up systems to monitor AI performance, resource usage, and to detect anomalies.

AI Model Selection and Lifecycle Management

Assessing various proprietary and open-source models to find the best fit for your specific use cases.
Developing interfaces that allow seamless interaction with multiple models and frameworks.
Overseeing the entire model lifecycle from training and deployment to updates and decommissioning.
Continuously monitoring to maintain optimal performance and mitigate issues like data drift.

Data Management and Retrieval Systems (RAG)

Implementing vector databases for efficient indexing and retrieval of unstructured data.
Integrating data from various sources (e.g., internal databases, third-party services) into the AI system.
Implementing RAG patterns to enhance AI responses by incorporating relevant, real-time data.
Establishing processes to ensure data used for training and inference is accurate, consistent, and reliable.

AI Governance and Compliance Frameworks

Crafting policies for data usage, model training, and deployment that comply with regulations like GDPR or the upcoming European AI regulations.
Helping navigate complex legal landscapes, including open-source licensing and data protection laws.
Implementing strategies to identify and mitigate biases in AI models related to gender, race, or other sensitive attributes.
Establishing processes to assess and manage risks associated with AI deployment, including unintended consequences and model misuse.

AI Security and Privacy Solutions

Implementing safeguards against AI-specific attacks like prompt injections or adversarial examples.
Monitoring systems to prevent accidental exposure of private or sensitive information through AI outputs.
Applying filters and validation to ensure that inputs and outputs do not contain malicious or inappropriate content.
Ensuring that AI systems adhere to data privacy laws, including secure handling and storage of personal data.

Team Enablement and Change Management

Conducting workshops, training sessions, and hackathons to build AI experience across the organization.
Helping to foster a culture that embraces AI innovation and mitigates fear or resistance among staff.
Assisting in defining new roles such as AI Engineers and integrating them into existing teams.
Guiding teams in adopting and adapting to rapidly evolving AI tools and frameworks, reducing frustration and improving productivity.

How we can help

With our guidance and support you can take AI out of the lab and to production

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Why re:cinq?

Our team brings years of experience in AI engineering.

AI Strategy Consulting

We design customized AI solutions that address your unique business challenges.

Custom AI Development

We craft customized AI solutions that address your unique challenges.

Continuous Optimization

From initial assessment to ongoing support, we're with you every step of the jounrney.

Choose re:cinq and transform your business with AI solutions designed for your success.

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