Embedded developers building custom autonomous workflows for Big Indian companies.
For your Big Indian business.
Trusted by companies across the USA
A hospitality lodge operator nestled in the Catskills near Big Indian was drowning in guest inquiries about local hiking trails, shuttle schedules, and room amenities. Their front desk staff spent four hours every morning answering identical questions across email and chat channels, pulling them away from on-site guest care. They needed an automated system that could reason through complex lodging policies, query local databases, and respond with exact answers without sounding robotic.
Building reliable autonomous systems requires more than standard prompt engineering. When we built their custom assistant, we used LangChain and Python to manage conversational memory while connecting directly to their reservation database. For complex multi-step tasks like checking availability across cabins and calculating seasonal discounts, we configured custom tool use and function calling so the agent could execute database queries securely instead of guessing answers.
Many teams struggle with autonomous workflows because off-the-shelf chatbots hallucinate details or fail when a user asks a multi-part question. We rely on LangGraph to structure agent execution into deterministic state graphs, ensuring the model follows strict business logic rules before taking any action. If a guest requests a date change that conflicts with maintenance schedules, the agent halts execution and routes the ticket to a human manager rather than confirming an invalid booking.
We operate entirely as a remote extension of your team from our offices in India, collaborating closely during US business hours. Since 2015, we have provided dedicated hourly engineers to companies across 20 countries. You manage the developer directly through your existing Jira board and Slack workspace, maintaining full ownership of every line of code produced for your projects.
You manage your developer directly through your daily standups and sprint planning boards, just like an in-house team member based in Big Indian.
Every engineer brings years of production experience with Python, vector databases, and multi-agent orchestration frameworks.
Every line of code and vector configuration belongs to your New York business from day one.
We have delivered custom software systems for over a decade, helping businesses automate complex internal processes.
All developers sign comprehensive non-disclosure agreements and follow secure coding practices to protect your data.
Pay only for actual hours worked, verified through detailed timesheets and task management activity logs.
Dedicated developer working exclusively on your AI workflows during your business hours.
Half-time engagement ideal for ongoing feature additions and maintenance.
Flexible capacity for specific architecture reviews, prompt tuning, or debugging sessions.
Multiple engineers and a project lead scaling up your development capacity quickly.
We review your operational bottlenecks, technical requirements, and expected agent behaviors over a video call.
We match you with a vetted engineer whose specific background in vector databases and function calling fits your stack.
Your developer gains repository access, reviews your system architecture, and sets up local development environments.
We map out the first two-week sprint, defining clear milestones for agent autonomy and tool integration.
Your developer writes code, commits to your repository daily, and demonstrates working features during sprint reviews.
"Ritik and his team at Aneri Developers are top notch! We have been working together for almost 2+ years now and the project continues to evolve exactly how I had envisioned it. His communication is amazing and his attention to detail is even better! The mobile app and back office that we have created has freed up so much of my day to day while also giving my clients much better transparency and service in return too. His pricing is very fair and I feel extremely lucky to have him helping behind the scenes and growing my business! I look forward to all our future endeavors and continued success. Thank you!"
"I used Aneri Developers to build a campaign website. They were responsive, creative and handled any web-site related problems promptly. The turnaround time to implement updates was impeccable. Rutvik was also very patient and gracious. I recommend Aneri Developers for your website development needs."
"Great developer. On Time. Reasonable pricing. I trust working with him. We have an on going business now!"
Schedule a scoping call to discuss your automation roadmap and meet available engineers.
For your Big Indian, New York business.