Engineering Services & Applied AI
We engineer deterministic AI systems, edge computer vision pipelines, and resilient custom software tailored for enterprise workflows.
Specialized Technology Practices
Every service is led by senior staff engineers and delivered with source code ownership, private cloud deployment, and strict deterministic performance SLAs.
Custom Edge Computer Vision & RTSP
Akshora AI Labs builds real-time, multi-camera video analytics that run on edge NVIDIA Jetson hardware. Typical use cases are PPE safety-gear enforcement, intruder-zone detection and ANPR. Pipelines use YOLOv10 and DeepStream on Jetson Orin Nano or AGX, and the lab bench has been tested across 16 simultaneous RTSP feeds at sub-85ms latency.
- PPE compliance detection for helmets and safety vests
- Exclusion-zone and intruder detection across multiple RTSP camera feeds
- Automatic number plate recognition (ANPR)
WhatsApp & Vernacular Voice Agents
Akshora AI Labs builds autonomous WhatsApp chat and voice agents that talk to customers in Hindi, Hinglish, English and regional Indian dialects. The agents take catalog orders, handle bookings and run customer KYC, using LiveKit for low-latency voice, Whisper for speech-to-text and the Meta Cloud API for WhatsApp, with CRM webhooks for follow-through.
- Catalog ordering, booking and customer KYC conversations
- Hindi, Hinglish, English and regional dialect support
- Low-latency voice pipelines built on LiveKit and Whisper speech-to-text
Deterministic Document & GST AI
Akshora AI Labs builds document AI that reads Indian GST invoices, lorry receipts (bilties), bills of lading and transport receipts and turns them into structured data. Using fine-tuned LayoutLM v3 and OCR, the validated pipeline reaches 99.4% precision and exports directly to Tally Prime XML or syncs with Zoho ERPs, with no monthly vendor lock-in.
- Extraction from GST tax invoices, lorry receipts (bilties), bills of lading and transport receipts
- LayoutLM v3 fine-tuning on unstandardized Indian document layouts
- Direct programmatic export to Tally Prime XML
Private VPC RAG & Vector Engines
Akshora AI Labs deploys private retrieval-augmented generation (RAG) inside your own VPC. Self-hosted Qdrant or Milvus vector clusters and quantized Llama 3 models let teams search engineering schematics, SOPs and internal knowledge with zero cloud egress, so no document content is sent to an external API.
- Self-hosted Qdrant or Milvus vector clusters
- Quantized Llama 3 models running locally
- Semantic search over engineering schematics and operational SOPs
Custom Software & Enterprise Platforms
Akshora AI Labs operates as a full-service software development and technology engineering partner. When off-the-shelf SaaS doesn't fit your business requirements, we build tailor-made internal tools, CIMS, enterprise resource planning (ERP) interfaces, and real-time operational consoles. We handle requirement discovery, architecture, UI/UX, database design, API development, testing, and deployment.
- Custom business applications and internal operations tools
- Enterprise software, CRM, and ERP system interfaces
- High-performance API development (REST, GraphQL, WebSockets)
Web Application & SaaS Development
We build modern, responsive, and scalable web applications ranging from dynamic corporate websites to complex SaaS (Software as a Service) platforms. Utilizing technologies like Next.js, React, and TypeScript, we deliver applications featuring server-side rendering, seamless API integration, multi-tenancy architecture, and secure role-based access control.
- SaaS platform development with multi-tenancy and subscription billing logic
- Next.js server-side rendered (SSR) applications for maximum SEO and performance
- Dynamic corporate, B2B, and E-commerce web development
Mobile App Development
We develop robust, scalable mobile applications for both iOS and Android platforms. Depending on the project requirements, our engineering team utilizes cross-platform frameworks like Flutter and React Native to deliver native-grade performance, complex UI animations, and seamless integration with REST/GraphQL backend APIs.
- Cross-platform iOS and Android development using Flutter and React Native
- Integration with device hardware (Camera, Location services, Push Notifications)
- Secure API integration, state management, and offline-first capabilities
Model Quantization & Hardware Inference
Akshora AI Labs converts unoptimized model weights into TensorRT engines using INT8 and FP4 quantization, cutting inference costs by 60% or more and maximizing throughput per dollar. The optimized models run on AWS, RunPod or local GPUs and are served with TensorRT-LLM or vLLM, with CUDA tuning where needed.
- TensorRT engine conversion with INT8 and FP4 quantization
- Inference cost reduction of 60% or more
- LLM serving with TensorRT-LLM and vLLM
Digital Marketing & Lead Funnels
Akshora AI Labs runs Meta and Google Ads campaigns, builds the landing pages and funnels they point to, and wires up GA4 and conversion tracking so every lead is measurable, then optimizes weekly against real campaign data instead of guesswork.
- Meta (Facebook & Instagram) Ads: audience research, creative testing and budget optimization
- Google Ads: Search and Performance Max campaigns built around commercial intent
- Conversion-ready landing pages and funnels, wired for tracking from day one
Data Engineering & Annotation
Akshora AI Labs builds the data layer behind its AI systems: image, video and document annotation for training computer vision and document AI models, ETL pipelines that keep that data clean and current, and the dashboards that make it visible to your team.
- Image, video and document annotation for computer vision and document AI training data
- Data pipeline design: ingestion, cleaning and transformation into ML-ready datasets
- Dataset versioning and quality checks before a model is trained on it
AI Chatbots & Virtual Assistants
We build custom LLM-powered chatbots and virtual assistants that handle customer support, internal IT queries, and sales qualification. These aren't generic rule-based bots; they leverage advanced RAG (Retrieval-Augmented Generation) to answer questions directly from your company's knowledge base, documentation, and product catalogs.
- Custom LLM fine-tuning and prompt engineering for brand voice
- RAG integration with your internal knowledge base (Notion, Confluence, Zendesk)
- Omnichannel deployment (Website, Slack, Microsoft Teams, Mobile Apps)
Enterprise Cloud & DevOps
We design, deploy, and manage enterprise-grade cloud infrastructure. From migrating legacy applications to the cloud, to setting up Kubernetes clusters and automated CI/CD pipelines, our DevOps engineers ensure your applications are highly available, secure, and cost-optimized on AWS or Google Cloud Platform.
- Cloud architecture design and legacy system migration
- Kubernetes container orchestration and Dockerization
- Automated CI/CD pipeline setup (GitHub Actions, GitLab CI)
UI/UX & Product Design
Great software requires great design. Our UI/UX team bridges the gap between complex functionality and user intuition. We handle the entire design lifecycle: user research, wireframing, high-fidelity prototyping in Figma, and creating scalable design systems that developers can easily implement.
- User research, journey mapping, and persona development
- Wireframing and rapid prototyping
- High-fidelity UI design for web and mobile applications
Data Analytics & Business Intelligence
We help businesses stop guessing and start measuring. Our data analytics team builds centralized data warehouses, connects scattered data sources via ETL pipelines, and creates dynamic, real-time Business Intelligence (BI) dashboards. We give leadership teams the visibility they need to make rapid, data-driven decisions.
- Custom BI dashboard development (PowerBI, Tableau, Metabase)
- Data warehousing (Google BigQuery, AWS Redshift, Snowflake)
- ETL/ELT pipeline automation
Technical SEO, AEO & GEO Engineering
Akshora AI Labs engineers high-performance technical SEO, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO) for modern Next.js and React enterprise platforms. We eliminate client-side JavaScript rendering penalties, optimize Core Web Vitals to sub-second FCP, implement deterministic Schema.org knowledge graphs, and deploy llms.txt endpoints so your product is accurately cited by Perplexity, ChatGPT, and Google AI Overviews.
- Next.js App Router hybrid rendering optimization (SSR/SSG/ISR) for 100% Googlebot discoverability
- Answer Engine Optimization (AEO) structuring for Perplexity AI, Google AI Overviews, and ChatGPT Search
- LLMs.txt and Markdown knowledge endpoint deployment for AI web crawler indexing
Have a custom engineering requirement?
Discuss your architecture, camera hardware constraints, or WhatsApp automation pipeline directly with our technical leads.