Trusted by companies across the USA
Integrate autonomous automation into your Martell operations with dedicated engineering talent.
For your Martell business.
Trusted by companies across the USA
A timber supply and forestry logistics business based in Martell faced a bottleneck when processing thousands of regional supplier invoices and freight manifests by hand. Their existing team spent twelve hours every week matching paper records with digital purchase orders, leading to fatigue and frequent data entry errors. They needed an engineer who could build autonomous automation pipelines without disrupting their current database setup. We brought in a dedicated developer skilled in Python and LangChain to construct custom LLM agents capable of parsing unstructured PDF invoices and validating line items against their inventory software.
Building reliable autonomous systems requires strict control over context windows and tool execution limits. When dealing with complex document extraction, naive prompt chaining often fails because intermediate steps drop critical identifiers. Our developers write deterministic fallback logic using function calling and vector databases so the agent verifies every single extracted number before writing to your database. This approach prevents hallucinations and ensures your internal tooling remains auditable.
We operate completely remotely from our team base in India, which gives your company a distinct scheduling advantage. You can assign parsing tasks at the close of your Pacific business day and wake up to tested code and pull requests ready for review. Since 2015, we have matched technical talent with companies across twenty countries using transparent hourly contracts and strict IP assignment agreements. You retain full ownership of every line of code written for your systems from day one.
Your dedicated developer works four hours of direct overlap with Pacific time, ensuring smooth communication for teams in Martell and across California.
You own every repository, vector store configuration, and prompt template produced during the engagement with zero proprietary lock-in.
Our senior staff has built production software for over a decade, bringing battle-tested architectural patterns to your custom language model workflows.
All team members operate under rigorous confidentiality agreements to protect your sensitive corporate data and proprietary algorithms.
Monitor daily contributions, commit logs, and active sprint tasks through shared project boards without hidden management fees.
Every candidate is evaluated on practical systems design and function calling implementation before joining your active developer roster.
Dedicated engineer working exclusively on your AI infrastructure during standard business hours.
Consistent weekly hours ideal for ongoing maintenance of existing LLM pipelines and agent testing.
Scalable developer hours for targeted architecture audits and specialized function calling updates.
A multi-disciplinary pod combining backend engineering, prompt design, and QA support.
We discuss your workflow automation goals, system bottlenecks, and required tool integrations over a focused video call.
We select an engineer whose background in vector databases and Python matches your exact tech stack.
Your new developer reviews your existing repositories, sets up secure API credentials, and aligns with your team guidelines.
We establish immediate milestones for agent prototype testing and define success metrics for your automated pipelines.
Your developer writes code, pushes daily pull requests, and participates in your standard daily standups and code 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!"
Let us discuss your workflow requirements and match you with a dedicated engineer within one week.
For your Martell, California business.