Agents in production — not just demos.
Chatbots answer questions. Agents do work. We build AI systems that understand context, use tools, follow approval workflows, and execute multi-step tasks autonomously.
From customer-facing assistants to internal workflow automation — built with the guardrails and observability production systems require.
Here is an actual agent session — running in production.
Identify tasks to automate, data sources to connect, approval points, and success metrics. Define what the agent should and should not do.
Tool definitions, RAG pipeline design, conversation flows, guardrail rules, and integration points — signed off before development begins.
Weekly demos testing against real user scenarios — edge cases, failure modes, and multilingual inputs handled before launch.
Production deployment with observability dashboards, admin tooling, and ongoing tuning based on real conversation data.
Deployed conversational AI connected to your tools, data, and workflows — serving real users or internal teams.
Indexed, searchable knowledge layer with ingestion pipelines for your documents and content sources.
Documented API connections to your CRM, ERP, payment systems, or custom internal services.
Conversation logs, performance metrics, guardrail configuration, and manual override controls.
User-facing chat UI supporting your target languages with consistent tone and context handling.
Architecture docs, prompt libraries, tuning guides, and training for your team to maintain and extend.
A first-of-its-kind AI installation letting visitors converse with an agent grounded in the Vachanamrut sacred text — running 24/7 in production.
First conversation is free. Describe the workflow — we'll tell you what's feasible and what a realistic build looks like.
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