/ FAQ
Frequently asked questions.
What does paarsh.ai do?
paarsh.ai is an AI-native product studio. We design and build AI products, custom large language model agents, and evaluation pipelines, and we run AI strategy sprints for companies that want to build with AI seriously. Our engagements cover the full lifecycle, from problem framing and agent design through evals, hardening, and launch.
How long does an AI product build take?
A typical AI Product Studio engagement runs eight to fourteen weeks. That window covers discovery and problem framing, agent and system design, the build itself, evaluation and reliability work, hardening, and launch. Smaller strategy engagements such as our AI Strategy Sprint run on a fixed two-week timeline.
What is agent engineering?
Agent engineering is the practice of building custom AI agents and multi-agent systems that connect to your real data, tools, and workflows. At paarsh.ai this includes designing tool-use layers, memory architectures, and policy guardrails so agents behave reliably in production rather than only in a demo.
How do you approach AI reliability and evaluation?
We treat reliability as a first-class deliverable. We build evaluation suites with golden datasets, automated LLM-as-judge scoring, regression harnesses tied into your CI/CD, and human-in-the-loop review pipelines. This lets us catch regressions before they reach users and measure quality, latency, and cost over time.
Who do you work with?
We work with companies at every stage — from seed-stage startups shipping their first AI product to growth-stage and enterprise R&D teams scaling their AI capabilities. The common thread is a hard problem where AI genuinely moves the outcome and a team that cares about craft and reliability.
How can I get in touch?
Email us at hello@paarsh.ai. We respond within 12 hours. You can also submit a project brief or schedule a discovery call directly from our homepage. Our team is based in India and works on engagements worldwide.