Custom agent workflows in LangChain and LangGraph, built by a remote team that overlaps your workday.
For your Compton business.
Trusted by companies across the USA
A used-parts distributor near Alameda Street in Compton was buried in phone quotes every morning, three staffers copying VIN numbers into a spreadsheet before anyone could answer a customer. That kind of bottleneck is exactly why warehouse operators and logistics brokers running lean crews out of light-industrial parks near the 91 and 710 freeways start looking for someone who can build an actual agent instead of another chatbot. A LangGraph-based routing agent can pull inventory data, check a vector database for matching parts, and hand off to a human only when the request gets weird. That last part matters more than the AI part, honestly, since a agent that can't recognize its own limits just creates a different kind of mess.
We build these systems with Python as the backbone, the OpenAI API or open models for reasoning, and function calling wired directly into whatever internal tools a business already runs, whether that is a Postgres order system or a homegrown scheduling app. Vector databases matter here because most of what makes an agent useful isn't the model, it's the retrieval layer that keeps it from hallucinating a part number or a shipping deadline. Tool use gets scoped tightly, since a support agent that can accidentally issue refunds is a liability, not a feature. Getting that scoping right usually takes a full sprint of testing before anything touches a real customer.
Our developers are based in Gandhinagar, India, and that's not a detail we bury. Aneri Developers has run this remote model since 2015, and the actual overlap with a Pacific-time workday tends to run four to five hours most afternoons, enough for a daily standup and a same-day Slack answer when something breaks. What you lose in same-timezone spontaneity, you gain in a team that's already awake and testing your agent's edge cases while your own staff is still asleep. Businesses running logistics software or multi-location retail out of this part of California have used that overnight cycle to compress a two-week build into eight or nine days, though the exact gain depends heavily on how clean your existing data is.
The honest tradeoff: agent development is iterative, and a LangGraph workflow that looks solid in testing can still misfire on a prompt injection or an unexpected function response once real customers start typing. We plan for that with staged rollouts and logging on every tool call, not a single big-bang launch. If you're comparing hourly developer hire against a fixed-bid agency project, staff augmentation gives you the flexibility to redirect the work the moment priorities shift, which matters more once the agent is live and generating real usage data. We've seen teams change direction twice in a single month once they saw what customers actually asked the agent.
We've shipped LangGraph and LangChain agents that handle real function calling against production databases, not demo-only prototypes, which matters when downtime costs you actual orders.
We pick and tune the retrieval layer based on how much content you actually have, since a retailer with 4,000 SKUs needs a different setup than an operation with millions of records.
Our team structures its day to cover several hours of your afternoon in Compton, so standups and urgent fixes don't wait until the next calendar day.
Aneri Developers has run this model since 2015 across 20-plus countries, so async updates, recorded Loom walkthroughs, and clear sprint boards are already built in, not improvised for your project.
Every prompt template, LangGraph state machine, and Python module we write ships to your own repository, with no dependency on us for future changes.
With about ten people total, you're talking to the developer building your agent, not an account layer managing them, whether you're a small operation or a larger one.
One developer dedicated to your agent build for the full month, best when you're standing up a new LangGraph system from scratch and need consistent daily progress.
Steady progress on function calling, tool integrations, or vector database tuning without carrying a full-time commitment on your books.
Pay for the hours actually logged, useful for a scoped fix, a code review, or a single agent workflow rather than an ongoing build.
Pair an AI Agent Developer with a backend engineer or QA specialist when the project needs more than one skill set moving at once.
We talk through what the agent needs to do, which systems it touches, and where the OpenAI API or another model fits best. No sales script, just scoping.
We put forward one or two developers who've actually built LangChain or LangGraph agents before, with past work shown, not just a resume summary.
Your developer gets access to repos and docs, then spends the week mapping your data sources before writing a single line of production code.
We break the build into a two-week sprint with a clear first deliverable, usually a working prototype of the core agent loop and its tool calls.
Standups, a sprint demo, and direct Slack access keep the build visible, with logging on every tool call so failures are traceable instead of mysterious.
"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 the agent needs to do and we'll match you with a developer who's built similar LangGraph or LangChain workflows before, usually within a week.
For your Compton, California business.