Frequently Asked Questions

We build conversational agents (chatbots, voice bots), task automation agents (data processing, reporting), research agents, and multi-agent systems that combine several capabilities to solve complex business challenges.

Absolutely. We build agents that integrate with CRMs, ERPs, Slack, email, databases, APIs, and virtually any system with an interface. Custom connectors are part of our standard delivery.

We use RAG (Retrieval-Augmented Generation), guardrails, human-in-the-loop review, and continuous evaluation pipelines to maintain high accuracy and prevent hallucinations.

It depends on scope. An initial assessment takes 2-4 weeks. A full transformation program typically spans 6-18 months, delivered in iterative phases so you see value at every stage.

Absolutely. We frequently work alongside in-house teams, providing specialized expertise and capacity while transferring knowledge to ensure long-term self-sufficiency.

We specialize in hybrid approaches — wrapping legacy systems with modern APIs, building integration layers, and gradually modernizing while maintaining business continuity.

Our core stack includes Next.js, React, TypeScript, Node.js, Python, PostgreSQL, and various cloud services. We choose the best tools for each project based on requirements, scalability needs, and team expertise.

Yes. We offer maintenance retainers that include bug fixes, security updates, performance monitoring, and feature development. Most clients find this essential for keeping their software healthy and evolving.

Yes. We regularly inherit and improve existing projects. We start with a code audit, identify technical debt and risks, then create a plan for stabilization and enhancement.

All consultations are led by senior engineers and technical leaders with 10+ years of experience building and scaling technology products across multiple industries.

Absolutely. Many of our development engagements begin as consultations. The consultation gives both sides clarity on scope, approach, and fit before committing to a larger project.

Yes. We are happy to sign NDAs before any engagement. Your intellectual property and business information are always treated with strict confidentiality.