Applied AI
Turn your AI investment into measurable business value.
Too many AI investments get stuck in the pilot graveyard, held back by fragmented data, low user adoption, weak governance, and unclear business outcomes.
This is where the Aubergine AI 360 Compass makes the difference
A holistic approach to solving today's AI challenges.
Today's AI challenges can't be solved by prompt engineering alone. Our framework combines eight essential disciplines—from evaluation and governance to architecture, deployment, and adoption—to help organisations build AI that delivers real business value.
Agentic experience design
Design agentic experiences, human-in-the-loop workflows, and AI interactions that build trust and drive adoption.
LLM selection
Select the right LLMs and SLMs based on performance, cost, latency, privacy, and scale.
Architecture patterns
Design RAG, multimodal agents, agentic workflows, and scalable AI architectures.
Token strategy & cost optimisation
Optimise token usage, model routing, caching, and inference costs at scale.
Security, governance & compliance
Embed security, compliance, governance, and responsible AI into every solution.
Hallucination prevention & handling
Reduce hallucinations through grounding, guardrails, retrieval, and verification.
Evaluation pipeline design
Build evaluation pipelines, benchmarks, and automated testing to continuously improve AI quality.
Deployment, versioning & observability
Manage deployment, versioning, observability, and monitoring for production AI.
Where are you in your AI journey?
Whether you’re building, integrating, or automating with AI, we help you move from opportunity to production with confidence.
Building AI-native products
Create products where AI is the core experience—not an afterthought. We help you design and build intelligent applications that reason, learn, and adapt to user needs, delivering experiences that feel natural, scalable, and built for long-term adoption.
AI Assistants & Copilots
Multi-agent Systems
Conversational AI Experiences
AGENTIC AI EXPERIENCES
Knowledge & RAG Systems
AI-first Product Development
Adding AI to existing products
Bring intelligent capabilities into the products your customers already use. Whether you're enhancing search, automating complex tasks, or delivering personalized experiences, we integrate AI seamlessly into your existing workflows without disrupting what already works.
Recommendation Engines
Semantic Search
Document Intelligence
AI-powered Personalisation
Predictive Features
AI-COPILOTS
Natural Language Interfaces
Automating workflows with AI
Eliminate repetitive work and connect people, systems, and AI to streamline operations. We build intelligent workflows that automate routine tasks, orchestrate business processes, and keep humans involved where oversight, trust, and decision-making matter most.
Agentic Workflows
Process Automation
Human-in-the-loop Workflows
Enterprise AI Integrations
Internal AI Assistants
This is what AI that gets adopted looks like.
Our work showcases our partnership with leaders and disruptors that transform challenges into success stories. Explore our work to see how we turn vision into value.
Rezio
10X output in overall realtor operations
We designed a multi-agent system that blends automation with human control to automate lead qualification, negotiation, and scheduling, freeing brokers to focus on closing deals.
Datence
50% reduction in churn
Transformed CX operations with AI-driven insights while custom UX flows fueled better employee health and higher CSAT.
Degreed
5x upskilling efficiency for learners
Guided Degreed in building voice-enabled AI learning agents for skill assessments, career guidance, personalized learning paths, and professional development.
SonarSense
25% faster completion of key user journeys
Developed an innovative therapy experience with 80% user satisfaction driven by ease of use and personalised insights.
Rezio
100K+ listings scaled in less than a week
A multi-agent system that blends automation with human control to automate lead qualification, negotiation, and scheduling—helping scale to 100K+ listings in less than a week, something that typically takes months.
Datence
50% reduction in churn
Transformed CX operations with AI-driven insights while custom UX flows fueled better employee health and higher CSAT.
Degreed
5x upskilling efficiency for learners
Guided Degreed in building voice-enabled AI learning agents for skill assessments, career guidance, personalized learning paths, and professional development.
SonarSense
25% faster completion of key user journeys
Developed an innovative therapy experience with 80% user satisfaction driven by ease of use and personalised insights.
Ready-to-deploy solutions with deep contextual integration
Insifi
Data into actionable intelligence
Insifi is an AI-powered intelligence agent for prompt based data analytics and insights
RAGistry
Enterprise knowledge retrieval
RAGistry is a RAG-powered support agent for AI-driven knowledge management and retrieval.
Eva
Intelligent voice agents
Enable human-like conversational interactions with Eva, Aubergine’s AI-powered voice agent.
See our AI in action
Insifi is one of our in-house AI agents built to help teams explore data through natural conversation. Give it a try and see what's possible.
See our AI in action
Insifi is one of our in-house AI agents built to help teams explore data through natural conversation. Give it a try and see what's possible.
Design, AI, and engineering, one team,
start to finish.
Design, AI, and engineering, one team, start to finish.
The people, practices, and technologies behind every successful AI engagement.
From agentic workflows and human-in-the-loop experiences to observability, evaluation pipelines, security, and deployment, our multidisciplinary teams bring together the right expertise.
400+
Products delivered
Across AI strategy, product design, engineering, and digital transformation initiatives.
70
Forward deployed engineers
Embedded with your team to solve business problems—not just build features.
26
Agentic experience designers
Designing intuitive AI interactions that drive trust, adoption, and measurable outcomes.
Our evolving AI tech stack
Not sure where AI fits in your
business?
Not sure where AI fits in your business?
FAQs
How do I know if my business is ready for AI?
AI readiness isn't just about having data or choosing the right model. It starts with identifying high-impact workflows, assessing data quality, understanding security requirements, and defining measurable business outcomes. At Aubergine, we begin every engagement with an AI readiness assessment to identify the best opportunities for AI adoption and prioritize initiatives that deliver real value.
Should we build a custom AI solution or integrate existing AI models?
The answer depends on where your competitive advantage lies. We recommend building proprietary business logic, workflows, and customer experiences while integrating mature AI services and foundation models where appropriate. This approach reduces development time while preserving flexibility and differentiation.
What types of AI solutions does Aubergine build?
We design and develop production-ready AI solutions, including:
- AI-powered enterprise applications
- AI agents and agentic workflows
- Retrieval-Augmented Generation (RAG) systems
- Intelligent document processing
- Conversational AI assistants
- Workflow automation solutions
- AI copilots for employees and customers
- Custom AI integrations with existing business systems
How do you ensure AI systems are reliable enough for production?
We build reliability into every stage of development through structured evaluation pipelines, golden datasets, automated testing, hallucination detection, continuous monitoring, and human-in-the-loop workflows. Every AI system is evaluated before and after deployment to ensure quality, safety, and business performance.
How do you reduce AI hallucinations?
We combine multiple techniques, including Retrieval-Augmented Generation (RAG), tool integrations, structured outputs, citation verification, and confidence scoring. For business-critical workflows, we also implement human review and approval mechanisms to ensure trustworthy outcomes.
Where will AI take your business next?
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