Trusted by companies across the USA
Add a LangGraph and OpenAI API specialist to your Albertson team on flexible, hourly terms.
For your Albertson business.
Trusted by companies across the USA
A medical billing office in Albertson, New York pulled us in last spring because their claims team was drowning in manual data entry. Every rejected claim meant someone reading a PDF, cross-checking a payer portal, and retyping numbers into a spreadsheet by hand. That is the kind of repetitive judgment call an AI agent handles well, and it is exactly the sort of project that brings small operators here to us looking for a developer rather than another off-the-shelf tool. The office in question now runs a Python-based agent that pre-fills roughly half its rejected claims overnight, and a human only reviews the borderline cases each morning, which cut their backlog from weeks to days.
Most businesses nearby are small to mid-size: medical practices, insurance brokers, real estate offices, a handful of logistics and distribution operations tucked along Nassau County's commercial corridors. None of them need a research lab. They need someone who can wire up a LangGraph state machine that routes a customer inquiry to the right tool, calls a vector database to pull the right policy document, and hands off to a human when the confidence score drops below a set threshold. That is a narrower, more practical skill set than generic "AI development," and it is what we hire for. A single agent that does one job reliably beats a flashy demo that falls apart on real customer input, and we would rather ship the former even if it looks less impressive in a first demo.
We are not based in New York, and we will not pretend otherwise. Aneri Developers runs out of Gandhinagar, India, with a team of about ten engineers who have shipped over 500 projects since 2015. What we bring to a business here is a developer who overlaps with your morning meetings, joins your standups over Zoom or Google Meet, and pushes code to a repository you own outright from the first commit. No agency has an exclusive lock on LangChain or LangGraph expertise; the actual work happens on GitHub and Slack, not in a specific office, and your team can watch commits land in real time rather than waiting on a weekly status call.
The honest tradeoff: agent-based systems built on function calling and tool use are genuinely unpredictable in ways a normal CRUD app is not. Two identical prompts can produce slightly different tool-call sequences, and a vector database returning a slightly wrong document can send a whole workflow off course before anyone notices. We will tell you upfront if your use case needs heavier guardrails or human review steps before it touches customer data, even if that means a smaller first release. Businesses that skip that step tend to regret it within a quarter, usually right after the agent confidently gives a customer the wrong answer.
Python remains the backbone for most of this work, since LangChain and the OpenAI API both assume it, and it keeps the agent logic readable for whoever maintains it after us. We size the first release around one workflow, prove it holds up against real inputs for a few weeks, then expand scope once you have seen it work rather than promising a finished platform on day one.
We build with LangGraph and function calling because they solve specific routing and tool-use problems, not because they sound impressive on a proposal. You get a system designed around your actual workflow, not a generic template.
Aneri Developers has shipped more than 500 projects since 2015, across 20-plus countries, which means we have already hit most of the LangChain and vector database edge cases you are likely to run into.
Our developers structure their day to overlap with East Coast business hours, so your team gets live answers on Slack instead of next-day replies.
There is no vendor lock-in on the agent logic, the vector store schema, or the prompt library. Everything lives in a repository you control from day one.
You work with the engineer actually building your agent, not an account manager relaying messages, which matters when a Python function call breaks at 4pm on a Friday.
If a vector database or a second LLM call is overkill for your use case, we will say so up front instead of padding the hours.
One developer dedicated to your agent build, sprint after sprint, ideal when you have a real backlog of AI features and integrations to work through.
A good fit for a single agent workflow, like an intake bot or a document-retrieval assistant, that does not need daily attention once it is stable.
Pay for the hours a specific integration, prompt rewrite, or vector database tuning task actually takes, useful for smaller operations testing the waters before committing further.
Pair an AI Agent Developer with a backend or frontend engineer when the agent needs to plug into a larger internal tool or customer portal.
We walk through what you want the agent to actually do, whether that is answering tickets, pulling records, or triggering internal workflows, before recommending any specific tooling.
We match you with an engineer who has shipped comparable LangChain or LangGraph work, and you get to ask questions and review past projects before committing.
In the first week, your developer reviews your data sources, existing APIs, and any documents or records that will feed the vector database.
We scope a narrow first build, usually one agent path with clear success criteria, so you see working output within the first sprint instead of a slide deck.
Weekly demos, a shared task board, and direct Slack access keep the build moving without surprise scope creep or vague status updates.
"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!"
Tell us what you want the agent to handle, and we will scope a first build with a developer who has done this kind of work before, on hours that fit your team's schedule.
For your Albertson, New York business.