Dedicated LangChain and LangGraph engineers for local businesses ready to automate real workflows, not just demo one.
For your Afton business.
Trusted by companies across the USA
A farm equipment dealer outside Afton spends three hours a day walking customers through parts lookups by phone, and half those calls could be handled by an agent that reads a service manual and checks inventory on its own. That is the kind of problem we get called in to solve. Small manufacturers, agricultural suppliers, and rural clinics in this part of New York are quietly automating tasks that used to need a dedicated staffer, and they are doing it with agents built on LangChain and LangGraph instead of the brittle chatbot scripts from five years back.
Hiring an AI agent developer here usually means one of two things. Either you have an internal team that understands the business but has never touched function calling or vector databases, or you have no technical staff at all and need someone to own the whole build. Aneri Developers has handled both scenarios since 2015. We do it remotely, from our team in Gandhinagar, India, and we say that upfront rather than pretending otherwise.
That remote setup is not something we apologize for. Our developers shift their schedules to overlap with East Coast mornings and afternoons, we run daily standups over Zoom, and every deliverable, source code included, belongs to you starting day one. A client in a similar rural New York market needed a support agent that could pull order status from an internal API using function calling and hand off to a person once its confidence dropped below a set threshold. We had a working version running in under three weeks because the developer assigned had already built three comparable systems before, and reusing that judgment is a large part of what a client is actually paying for.
What you are actually hiring is judgment about when an agent should call a tool, when it should ask a clarifying question, and when it should just stop and escalate to a human. Python and OpenAI API fluency get a developer in the door, but LangGraph state machine design is where projects either hold up under real traffic or fall apart right after the demo. We would rather tell a prospective client upfront that their use case does not need a full multi-agent system than sell them one they will never fully use, even if that means a shorter first engagement.
Cost is the question everyone asks eventually, and the honest answer is that agent work varies more than typical web development because debugging non-deterministic behavior takes real hours. A retrieval-augmented agent with a well-scoped vector database can be running in two to three weeks; a multi-agent system with several tool integrations and human handoff logic often takes six to ten. We would rather set that expectation early than have a business in Afton discover it halfway through a fixed-price contract that assumed otherwise, which is one reason we favor the hourly, staff-augmentation model over a flat quote for anything beyond a narrow proof of concept.
One tradeoff worth naming directly: agent systems built on LangGraph are harder to unit test than a typical CRUD application, since the same prompt can produce slightly different tool-call sequences on different runs. We mitigate that with logging and evaluation harnesses rather than pretending the variability does not exist, and any developer who tells you otherwise has probably not shipped one of these to production yet.
We design LangGraph state machines with defined escalation paths, which matters more for a business here than a flashy demo that breaks the first time a customer asks something unscripted.
Founded in 2015, Aneri Developers has run 500-plus projects for clients in 20-plus countries, and our LangChain and vector database work has moved well past the trial-and-error phase most agencies are still stuck in.
You get standups, a shared Slack channel, and Loom walkthroughs instead of a status email once a week, so nobody on your side wonders what happened overnight.
Every repository, API key, and vector store configuration gets handed over in your name, with nothing locked to a proprietary platform that we control.
A single developer or a small pod, whichever the project actually needs; we do not pad hours or push a bigger team than the work justifies.
If function calling alone solves the problem without a full agent framework wrapped around it, we say so, even when the simpler answer means a smaller invoice for us.
One developer embedded in your team full time, best when you have a backlog of agent features and integrations to work through over several months.
Steady, consistent progress on a single agent workflow or a vector database migration without carrying a full salary line on your books.
Useful for a scoped task like adding tool use to an existing OpenAI API integration or tracking down a LangGraph loop that keeps misfiring.
A small pod covering agent design, Python backend work, and vector database tuning together, built for larger or multi-agent projects.
We talk through what you actually want the agent to do, which systems it needs to reach, and whether LangChain or something lighter fits better.
We put forward one or two developers with relevant LangGraph or vector database experience and let you choose based on a short call, not a resume.
Access, tooling, and a walkthrough of your data all happen in the first week, so the developer is writing production code by week two.
We scope a first two-week sprint around one concrete deliverable, usually a working prototype of the core agent loop or a single tool call.
Regular demos, a shared backlog, and direct Slack access keep the work visible without you having to manage anyone's calendar.
"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 are trying to automate and we will map out whether LangChain, LangGraph, or a simpler function calling setup gets you there fastest.
For your Afton, New York business.