A Bowmansville manufacturer cut customer support costs 30% after deploying AI agents, here's how we did it
For your Bowmansville business.
Trusted by companies across the USA
A plastics manufacturer in Bowmansville was drowning in repetitive support tickets, orders, returns, and FAQs, tying up their small team for 15 hours a week. Their in-house team lacked the Python and LangChain experience to build robust AI agents that could handle these queries autonomously. They needed a developer who understood function calling, tool use, and vector databases to turn their unstructured data into structured responses without constant manual updates.
We matched them with an AI agent developer who had built systems handling 5,000 daily conversations for similar manufacturers. The developer started by auditing their existing chat logs to identify the 12 most common intent patterns. Within two weeks, they deployed a LangGraph-based agent that could process 70% of incoming queries without human intervention. The client now saves $4,200 a month in labor costs while maintaining a 94% accuracy rate on responses. Their team spends those hours on higher-value work instead of typing the same answers over and over.
What’s often missed is how much these systems degrade without proper tool integration. A Bowmansville logistics company hired a freelancer who built an AI agent using just OpenAI API calls, it worked for a month before their order status tooling changed. We built a system that uses function calling to query their SQL database in real time, so the agent always pulls the freshest data. If your agent isn’t pulling from live systems, it’s just a chatbot with delusions of grandeur.
Most businesses in Western New York underestimate how much context their AI agents need to avoid hallucinations. A Buffalo-based manufacturer came to us thinking a simple RAG pipeline would solve their problem. We showed them how vector databases with hybrid search (dense + keyword) cut their irrelevant responses by 68%. The difference? Their existing data was full of industry jargon and SKU codes, something a generic embedding model wouldn’t catch. We built a custom tokenizer that preserved their terminology, and suddenly their AI started giving useful answers instead of nonsense.
We embed your AI agent developer directly into your team via Slack, GitHub, and daily standups. They don’t just write code, they learn your product’s quirks, your team’s tone, and your customers’ pain points.
We’ve built AI agents for manufacturers in Buffalo and Rochester handling everything from order status to warranty claims. These systems run 24/7 without the burnout your human team experiences.
Your developer arrives ready to work with LangChain, LangGraph, OpenAI API, vector databases, and function calling. No learning curve, just immediate productivity on the tools you already use.
Every line of code belongs to you from the first commit. We don’t host your agents or lock you into proprietary systems. Your AI runs on your infrastructure, with your data, under your compliance rules.
Your developer works during your business hours. We schedule overlap with US Eastern and US Pacific time zones, so you’re never waiting for a response when you need it most.
You pay a fixed hourly rate for your developer’s time, no matter how many sprints it takes. No surprise fees for "project management" or "integration support", just pure development time at a predictable cost.
Your developer works 40 hours a week as part of your team. They attend your meetings, respond to Slack in real time, and own the AI agent’s performance end to end.
Ideal for smaller Bowmansville businesses that need consistent AI development but don’t have enough work for a full-time hire. Your developer splits time between your project and 2-3 other clients.
Pay only for the hours your developer works. Great for one-off AI agent tasks like auditing your existing system or building a proof-of-concept before committing to a retainer.
Need a full AI team? We can assemble a squad of 2-3 developers specializing in different areas, one focused on LangGraph workflows, another on vector databases, and a third on function calling integrations.
We start with a 30-minute call to understand your current AI setup, pain points, and goals. You walk away with a clear picture of what’s possible, and what we’d build first.
Within 48 hours, we introduce you to 2-3 shortlisted developers who’ve built similar systems. You pick your favorite, and we finalize the contract and NDAs.
Your developer joins your Slack channel, gets access to your codebase, and spends the week shadowing your team. By Friday, they’re making their first meaningful contributions to your AI agent.
We plan your first two-week sprint together. You prioritize features, we assign tasks, and you see working updates every Monday and Thursday. No black boxes, just transparent progress.
Your developer works in two-week cycles, delivering tested, production-ready code each sprint. You get daily Slack updates, weekly demos, and unlimited revisions until you’re satisfied.
"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 your agent needs to handle first, we’ll introduce you to a developer who’s built similar systems and can start within a week. No pitches, just a clear path forward.
For your Bowmansville, New York business.