Generative AI Development
Generative AI that works in production — not just in a pitch deck.
LLM-powered applications, enterprise copilots, and content intelligence systems built for scale, safety, and measurable ROI.
Built by a team that has shipped 600+ products and knows what breaks between demo and deployment. Model selection is the easy part — the hard part is hallucination management, latency optimisation, and cost control at scale. We've solved all of it.
Generative AI is transforming enterprise operations
Of enterprise tasks can be augmented with generative AI
Average daily time saved per knowledge worker
Content production throughput improvement
Reduction in first-response time for customer service
What we build with generative AI
Production-grade systems across the full spectrum of generative AI applications
Enterprise copilots
Internal copilots for sales, support, engineering, and operations teams — grounded in your knowledge base, connected to your systems, and designed with appropriate guardrails for your industry.
task containment rate
Our engineering approach
The gap between demo and production is where most teams fail.
A generative AI demo that works on 10 test cases is easy. A production system that handles 100,000 daily interactions with consistent quality, controlled costs, and enterprise compliance is engineering. That's what we do.
per-interaction cost reduction through our optimisation process
AurvikAI client data
Prompt engineering at scale
System instruction hierarchies, context injection strategies, and output formatting that produce consistent results across the full input distribution.
Hallucination management
Output validation, confidence scoring, RAG-based grounding, and human escalation — managed at the architecture level.
Cost optimisation
Model tiering, caching, prompt compression, and batch processing that keep per-interaction costs viable at enterprise scale.
Evaluation pipelines
Automated LLM-as-judge evaluation that flags quality degradation before users report it.
Model selection driven by your requirements
We evaluate against your specific use case — not benchmarks.
When capability, instruction following, and out-of-the-box quality matter most.
Strongest general reasoning and instruction following. Best for complex multi-step tasks.
Excellent for long-context tasks, nuanced writing, and safety-critical applications.
Strong multimodal capabilities and integration with Google Cloud ecosystem.
We run structured evaluations on your actual inputs before committing to any model.
From manual processes to AI-augmented operations
Generative AI doesn't replace your team — it eliminates the repetitive work that keeps them from high-value tasks.
Before generative AI
- Knowledge workers spending 60% of their time on repetitive content tasks
- Customer service teams overwhelmed by volume with slow response times
- Internal knowledge locked in documents that nobody can find or search effectively
- Manual report generation taking days for insights that arrive too late
- Inconsistent quality across written communications and documentation
With AurvikAI generative systems
- AI handles routine content tasks — humans focus on strategy and judgement
- AI resolves 70%+ of customer queries instantly with human-level quality
- Enterprise knowledge accessible through natural language in seconds
- Automated report generation with human review — hours instead of days
- Consistent tone, accuracy, and formatting enforced by AI with human oversight
See it in action
Enterprise copilot — from query to cited answer in under 2 seconds.
Watch how an AurvikAI-built enterprise copilot retrieves information from a 50,000-document knowledge base, generates a grounded response with citations, and delivers it in the user's workflow — all within enterprise compliance guardrails.
Why AurvikAI for generative AI
We've shipped what others are still piloting.
While most teams are running generative AI proofs of concept, we've been deploying production systems for two years. Clinical documentation AI saving 3.5 hours per clinician per day. Compliance assistants processing 10,000+ regulatory documents. Customer service platforms handling 2M+ monthly interactions. The difference is engineering discipline applied to a technology that most teams treat as magic.
Every generative AI system we build includes output evaluation, confidence scoring, and human escalation paths. AI that knows its limits is AI enterprises can trust.
Of production generative AI deployments
Accuracy on grounded retrieval systems
INSIGHTS
Thinking worth reading
Ready to build generative AI that actually works?
Let's start with your use case. We'll tell you honestly what generative AI can deliver, what it costs, and how long it takes — no hype, no hand-waving.