End-to-end AI solutions — from idea to intelligent product.
We design, build, integrate, and deploy AI-powered systems including LLM apps, RAG platforms, AI agents, OCR pipelines, computer vision systems, automation tools, and custom AI products.
Custom-built · or deployed from proven AI accelerators
Trusted by real teams shipping AI in production
AI products we've shipped to production
Real systems solving real workflows, from private RAG platforms to computer vision and voice agents.
AR + AI EdTechEduarise
Education & EdTech
AR educational toys with a built-in AI tutor. Kids scan a printed World Map and explore countries, flags and quizzes in 3D, with a Llama-3.3-70B "Companion AI" answering their questions.
Custom OCR & Multilingual NLPNawadiraat
Language, Culture & Heritage
The world's-first multilingual literature platform: a poetry/prose library, dictionaries and a custom Urdu-Nastaliq OCR model (urd_naw) contributed to Tesseract, plus a bespoke multilingual spell-checker.
LMS & Verifiable CredentialsTecnezo
STEM Education
A custom STEM learning platform for AR/VR, Robotics, AI and Game-Dev courses, with automatically issued, QR-verifiable, revocable certificates and school-bootcamp delivery.
Everything you need to ship AI — end to end
Sixteen capabilities across strategy, models, interfaces, and infrastructure. Engaged together, so your product is usable, scalable, and production-ready.
AI Product Development
Full-lifecycle AI products built around your workflow, from strategy and UX to shipped, scalable software.
RAG Systems
Retrieval-augmented generation over your private data: hybrid retrieval, an agentic router (RAG, NL-to-SQL, web) and cited answers, deployable fully air-gapped.
AI Agents
Autonomous and assistive agents that plan, use tools, and complete multi-step work under your control.
Computer Vision
Detection, pose, and real-time video understanding that turn images and video into reliable, low-latency decisions, on-device or in the cloud.
OCR & Document Intelligence
Extract structured data from any document (printed, handwritten, multilingual or messy) with a VLM + OCR pipeline and custom models for hard scripts, fully on-prem.
Voice AI Agents
Natural, low-latency voice agents that answer calls, recognise repeat callers, and resolve requests. Multilingual, on-prem or cloud, around the clock.
Start from proven AI accelerators
Production-ready AI products, customized to your workflow and deployed faster. Start from an accelerator, then extend it into a fully custom solution.
Multilingual Voice AI Agent
Real phone calls answered, understood, and resolved — in any language.
A production real-time voice agent over telephony (Telnyx): streaming speech-to-text, an LLM, and low-latency streaming text-to-speech, grounded in your knowledge base. It recognizes callers and remembers them across calls, runs tools (like emailing a booking confirmation), speaks multiple languages, and can run fully on-premise.
Learn morePrivate RAG Knowledge Platform
Trustworthy, cited answers grounded in your own data.
A private retrieval-augmented platform that turns your documents, spreadsheets and live databases into a cited, natural-language assistant. Hybrid retrieval, an agentic router (RAG / NL-to-SQL / web), provider-agnostic LLMs, and governed role-based access, deployable fully on-premise and air-gapped.
Learn moreDocument Intelligence & Extraction
Any document in — even messy ones — structured data out.
Our own extraction technique fuses an open-source vision-language model, PaddleOCR and classical computer vision to turn receipts, invoices, cheques, forms and archives into clean structured data, even crumpled, photographed or handwritten. We also train custom OCR for hard, low-resource scripts. It runs entirely on open-source models, on-prem, with no per-page API cost.
Learn moreAI Agents & Automation
Multi-step agents that plan, use tools, and get real work done.
Reusable agent orchestration (planning, tool use, memory and guardrails) built on production patterns: LangGraph state machines routing between retrieval, SQL, web and custom tools. Adapted to your processes and connected to your systems.
Learn moreAI Tutor & Companion AI
A safe, on-brand AI assistant for learners and users.
A streamed, low-latency AI assistant with a hardened, on-brand persona and an explicit prompt-injection defence, proven in a children's education product (built on Llama 3.3 70B via Groq). Scoped, safe for sensitive audiences, and embeddable into your web or mobile app.
Learn moreEngagement & Video Analytics
Understand attention and engagement from video, live.
Real-time engagement and behaviour analytics from ordinary video. It fuses facial emotion, head pose and body pose into a single read, logged per person and session. Custom-trained on Amazon SageMaker and proven in peer-reviewed research; extends to attention, proctoring and safety monitoring.
Learn moreFrom strategy to scale, in four moves
A clear, proof-driven path from idea to a deployed, scalable AI product.
AI Strategy
We map your workflow, data, and goals, then define the highest-leverage AI use case and a clear path to production.
Design & Architecture
UX, model selection, and system architecture decided together, so the product scales and stays cost-aware from day one.
Build & Integrate
We build the models, pipelines, and interfaces, and integrate them into your existing stack with guardrails and evaluation.
Deploy & Scale
Production deployment on cloud, private, or on-prem infrastructure, with monitoring, DevOps, and a plan to scale.
A modern, model-agnostic AI stack
We choose the right tools for the job: frontier or open-weight models, the right retrieval layer, and production-grade infrastructure.
Models & LLMs
- Claude
- GPT
- Llama
- Mistral
- Gemini
- Open-weight fine-tunes
Retrieval & Data
- pgvector
- Pinecone
- Weaviate
- Elasticsearch
- LangChain
- LlamaIndex
Vision & OCR
- PyTorch
- YOLO
- Detectron2
- Tesseract
- PaddleOCR
- OpenCV
Backend & APIs
- Python / FastAPI
- Node.js
- Go
- PostgreSQL
- Redis
- gRPC
Frontend & Dashboards
- Next.js
- React
- TypeScript
- Tailwind
- D3
- WebSockets
Cloud & DevOps
- AWS
- GCP
- Azure
- Docker
- Kubernetes
- Terraform
AI built for your domain
We bring AI to regulated, complex, and high-stakes industries, with the security and accuracy each one demands.
Trusted by teams shipping real AI
Rapit Labs built our entire learning platform: courses, payments, and the verifiable certificates that set us apart. A student finishes a bootcamp and walks away with a credential any school can validate by scanning a code. They shipped it fast, and it just works.
They understood the product, not just the model. The team shipped a polished AR/AI learning experience that our users actually love, fast.
Multilingual OCR at this accuracy seemed out of reach. Rapit Labs delivered a search platform across our archives that finally makes our collection usable.
Frequently asked questions
Everything you need to know about working with Rapit Labs.
End-to-end AI solutions: LLM apps, RAG platforms, AI agents, OCR and document intelligence pipelines, computer vision systems, voice agents, automation, and AI dashboards. We handle strategy, UX, models, integration, deployment, and scaling.
Custom solutions are built fully around your workflow. AI accelerators are our production-ready products (Voice AI Agent, Document Intelligence, RAG Knowledge Platform, and more) that we customize and deploy faster. Many clients start from an accelerator, then extend it.
Yes. We deploy to your cloud, a private VPC, or fully on-premise when data residency, security, or compliance require it, so sensitive data never leaves your environment.
Custom builds typically reach a working pilot in weeks, not quarters. Accelerator-based deployments are faster still, often a 2–6 week pilot depending on integrations and data.
Yes. You own the source code and any models we train or fine-tune for you. No lock-in to proprietary black boxes.
Let's build your AI advantage.
Book a strategy call and walk away with a clear, technical plan, whether you build custom or start from an accelerator.