AI is Good — since 2018
Intelligence,
engineered to ship.
Generative & Agentic AI for the enterprise — chatbots, RAG, autonomous agents, automation, LLM fine-tuning and MCP infrastructure. Built for India, the USA, Canada, France and the UAE.
Our conviction
AI is good — when it's grounded, guarded and shipped.
We're an AI research institute that builds production systems, not demos. Every deployment is grounded in your knowledge, wrapped in guardrails, measured by evals — and live in weeks, not quarters.
The AI stack we build on
Frontier models. Open-source power.
Agent-grade infrastructure.
We engineer client systems on the tools that actually ship AI — frontier LLMs, open-weight models, vector databases, agent frameworks and orchestration. Your stack, assembled by people who build with it every day.
Agentic AI
AI Agents that get work done.
Autonomous systems that plan, call tools and complete multi-step work — with human-in-the-loop control and full observability.
Explore AI AgentsKnowledge AI
RAG chatbots that cite their sources.
Grounded answers from your own documents — accurate, access-aware and always current.
Explore RAG ChatbotsConversational AI
Chatbots your customers thank.
24/7 assistants across web, WhatsApp and voice that resolve, book and hand off like your best team member.
Explore AI ChatbotsIntelligent Automation
Routines that run your busywork.
Documents processed, leads routed, reports compiled — reliably, in the background, with AI judgment where it counts.
Explore AutomationModel Context Protocol
One protocol.
Every agent connected.
We build MCP servers and clients — the open standard that lets Claude and any AI agent use your systems, securely.
What we build — keep scrolling
Why HERE AND NOW AI
Research-grade thinking.
Production-grade delivery.
- Frontier models, appliedClaude, GPT and open-weight models — matched to your use case, not the hype cycle.
- Reliability firstGuardrails, evals, tracing and human-in-the-loop wherever the stakes are real.
- Security & complianceGDPR, PIPEDA and data-residency aware architectures, by design.
- Measured ROIWe start from your highest-value use case and prove impact with numbers.
Meet Caramel
Our brand AI assistant
2018
building AI
5
countries served
7
core capabilities
3–6 wks
to first launch
Discovery workshop → rapid prototype → production build → evals & monitoring. One team, end to end.
Where we work
Five markets. One standard.
FAQ
Questions, answered.
We build custom AI solutions end to end: AI chatbots, RAG (retrieval-augmented) chatbots, autonomous AI agents, intelligent workflow automation and routines, LLM fine-tuning and custom model development, and Model Context Protocol (MCP) servers and clients — from strategy to production deployment.
We deliver AI development services to clients in India, the USA, Canada, France and the UAE (including Dubai and Abu Dhabi), with dedicated time-zone overlap and region-specific compliance such as GDPR, PIPEDA and the UAE PDPL.
We are an AI research institute founded in 2018 that ships production-grade systems — not demos. We combine deep engineering, the latest models like Claude and GPT, and rigorous guardrails, evaluation and observability.
A focused first deployment — a chatbot, a RAG assistant or a workflow automation — typically goes live in 3–6 weeks depending on integrations and scope.
Let's build what's next.
A free 30-minute consult. We'll map your highest-ROI AI use case and show you exactly how we'd ship it.