Building Production-Ready AI Agents with LangChain and Claude
A practical guide to building AI agents that actually work outside of demos — covering tool selection, memory, error recovery, and deployment patterns we've validated in production.
AI that reads a document, looks at a photo, and listens to a call in the same workflow — because real business data doesn't come in a single format.
About This Service
Real business problems rarely fit inside one data type. An insurance claim includes a photo of the damage, a written description, and sometimes a recorded call. A retail product needs an image, a description, and customer reviews reconciled together. iMOBDEV builds multimodal AI systems that process and reason across combinations of text, image, audio, and video in a single pipeline — using models like GPT-4o and Gemini that natively handle multiple modalities, combined with specialized vision and audio models where a dedicated model outperforms a generalist one. We've built claims processing systems that combine image damage assessment with text description, and content moderation systems that check images, captions, and audio together for context a single-modality system would miss. The engineering challenge is fusing signals across modalities reliably — that's our focus.
What's Included
A full breakdown of every deliverable — no hidden extras, no scope surprises.
Combine image analysis, OCR, and text understanding for insurance claims, invoices, and inspection reports
GPT-4o, Gemini, and CLIP-based systems that reason jointly over images and text in a single query
Combined audio transcription and video analysis for content moderation, call analytics, and media search
Support AI that accepts photos, voice messages, and text in the same conversation for faster resolution
Search images using text queries and vice versa, using joint embedding spaces like CLIP
Custom fusion architectures combining specialized single-modality models where a generalist model underperforms
Why Work With Us
Text, image, audio, and video processed together instead of stitched from three disconnected single-purpose tools.
We use generalist multimodal models where they excel and swap in specialized vision or audio models where they beat them.
A support ticket with a photo and a voice note resolves faster when the AI reasons over all of it at once, not one at a time.
Blurry photos, background noise, informal descriptions — we test against realistic input quality, not clean demo data.
We measure accuracy on each input type individually and on the fused output, so weak links are visible and fixable.
Deep dive into your goals, users, and constraints. Deliverable: detailed project brief and technical specification.
System architecture, API contracts, UI/UX wireframes reviewed with your team before a line of code is written.
2-week sprints with daily standups. Working software demonstrated every sprint — full visibility throughout.
Automated unit and integration tests plus manual QA each sprint. Zero critical bugs shipped to production.
CI/CD pipeline, cloud provisioning, zero-downtime deployment. Launch day is never a surprise.
Post-launch monitoring, performance optimization, and ongoing feature roadmap execution.
Engagement Models
Three ways to engage — pick what fits your project, timeline, and budget.
One or more senior developers assigned full-time to your project — embedded in your workflow, shipping on your timeline.
Pay as you go. Ideal for short bursts, quick iterations, or when scope is still taking shape.
Defined scope, locked budget, predictable delivery date. No surprises — just a clear SOW and milestone sign-offs.
Free consultation · No commitment · Response within 1 business day
Industries
We bring deep domain knowledge across every major industry vertical — not just technical execution.
We don't retrofit AI; we design for it from day one — architecture, data, and UX.
Agile sprints with clear milestones, transparent reporting, and zero deadline surprises.
No hidden costs. Fixed-price or dedicated team models — you choose what fits.
India-based delivery excellence with US and UAE client engagement offices.
ISO 27001-compliant, NDA-ready, GDPR-aware — secure by design at every layer.
We're a long-term partner, not a one-and-done vendor. We grow as you grow.
Client Stories
“iMOBDEV delivered our AI-powered fintech app 2 weeks ahead of schedule. The quality is exceptional — it feels like a product from a top Silicon Valley company.”
Sarah Mitchell
CTO, PayEdge Finance
Insights






Let's Build Together
Tell us what you're building. Our team will review your requirements and get back to you with a detailed approach — no generic proposals, no overselling.
4.9/5
Clutch Rating
200+
Happy Clients
17+
Years Experience