AI consulting services
Unlock the full value of AI
AI consulting, applied AI development, and everything in between; we take you from strategy to scale, end to end.
Skip six months of hiring. Start with a 30-minute conversation.
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Fragmented data. Low adoption. No governance. No measurable ROI.
This is the gap where most AI initiatives get stuck. The technology proves itself in the experiment, but without the right data, people, and processes around it, the business never sees the return.
This is the gap where most AI initiatives get stuck. The technology proves itself in the experiment, but without the right data, people, and processes around it, the business never sees the return.
Aubergine AI 360 Compass
Eight disciplines. One framework.
For AI that works, and actually gets used.
For AI that works, and actually gets used.
Prompt engineering alone won’t solve today’s AI challenges. Our framework brings together eight essential disciplines to help you navigate the evolving AI landscape and 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 systems, multimodal agents, agentic workflows, and scalable AI architecture. Get privacy and compliance built in from the start.
AI evaluation & pipeline design
Build self-enriching evaluation pipelines, benchmarks, and automated testing to continuously improve AI quality.
Hallucination prevention & handling
Reduce hallucinations through grounding, guardrails, retrieval, and verification.
Security, governance & compliance
Embed security, compliance, governance, and responsible AI from the start.
Token strategy & cost optimisation
Optimise token usage, model routing, caching, and inference costs at scale.
Deployment, versioning & observability
Manage deployment, versioning, observability, and monitoring for production AI.
Ready to unlock the full value of AI?
Not sure where to start? Our Strategy & Discovery offerings help you identify where AI can create most value; and whether your organization is ready to make it work.
AI opportunity assessment
We map real business challenges to AI opportunities, so you know where AI can create value before you invest in building.
AI readiness audit
We assess your data, workflows, team readiness, and governance to ensure the AI you build is ready to succeed and get used.
Value, in their words (not ours)
Hear from the people who’ve actually built AI products with us.
…And value, in the real world
Every project here started with a real problem, not a place to force-fit AI. Here's how our clients turned this into measurable impact.
Discover how we help organizations navigate AI complexity and build products that solve meaningful problems, earn trust, and drive real adoption.
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.
Your AI journey to real value starts wherever you are
Building AI-native products
Create products where AI is the core experience. From single-task copilots to multi-agent systems, we help you develop AI agents and custom AI solutions for tailormade for YOUR workflows.
AI Assistants & Copilots
Multi-agent Systems
Conversational AI Experiences
AGENTIC AI EXPERIENCES
Knowledge & RAG Systems
AI-first Product Development
Powering existing products with AI layers
Develop intelligence layers within products your customers already use. Whether it's recommendation engines, semantic search, or personalization; build it in 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 by connecting people, systems, AI. Leverage agentic AI solutions to automate and accelerate routine tasks. Human-in-the-loop workflows ensure that you're the one in control.
Agentic Workflows
Process Automation
Human-in-the-loop Workflows
Enterprise AI Integrations
Internal AI Assistants
Meet the team that gets you there.
We pull curated pods from a bench of 90 experts and deploy them exactly when your project needs them. Fixed cost or retainer, it's your call.
AI strategists
define the opportunity, set strategic priorities, and create a clear roadmap to measurable business value.
AI architects
shape the technical foundation with architecture, integrations, and systems needed to build and scale reliably.
Agentic experience (AX) designers
create AI-native experiences, interactions, and workflows that drive real-world adoption.
Forward deployed engineers
build, integrate, test, and adapt AI solutions in real-world environments.
Aaditya Brahmbhatt
AI Expert
AI Expert
"Getting AI to work in a demo is the easy part. The real craft is building something people still use six months later."
Our evolving AI tech stack
Don't want to start from scratch? Explore our plug-n-play solutions.
Leverage proven, ready-to-deploy AI solutions while tailoring them to the unique context, workflows, and systems behind your business.
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.
Frequently Asked Questions
What's the difference between AI consulting and AI development?
AI consulting helps you figure out what to build and whether it’s worth building from opportunity assessments and readiness audits to AI roadmaps. AI development is where we bring that opportunity to life through agentic workflows, AI-native products, and integrations with your existing systems. Most clients need both, which is why we offer strategy, design, and engineering as one connected engagement—starting with the right questions and focusing on AI that creates measurable business value.
Where should we start if we’re considering AI?
AI adoption starts with knowing where it can create value and what it takes to make it work. Our Strategy & Discovery offerings help you answer those questions before you commit time and budget to building.
Our AI Opportunity Assessment maps your real business pain points to AI capabilities, helping you identify where AI can realistically create value before committing budget to build.
Our AI Readiness Audit assesses your data, workflows, team capacity, and governance needs—so you can build AI solutions that are ready to be adopted, not shelved.
We already have an in-house team — why bring in a partner?
Most teams don't need to replace their team, they need agentic experience design and forward deployed engineering expertise they don't have in-house yet. Building that team internally typically takes four to six months to hire; a curated pod can start in days.
How long does it take to see something working?
Production-ready AI features are typically delivered in 6 to 12 weeks — faster than most companies can hire and onboard an in-house AI team.
Do you offer fixed-price or dedicated-team engagements?
Both. Projects can be structured as fixed-cost, outcome-based engagements or as a retainer-based pod, depending on what fits your budget and how your team likes to work.
Curious what AI can do for your business?
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