Intelligent Automation That Replaces Real Manual Work
We build AI-powered systems that actually work in production — from LLM copilots and document processing to predictive analytics and workflow automation.
What are you building?
Tell us what you need — scope and estimate in 24 hours, free.
AI & Automation Services
LLM Integrations
GPT-4, Claude, Gemini — RAG pipelines and copilot features.
AI Chatbots
Context-aware assistants with knowledge base retrieval.
Document Processing
OCR, extraction, classification, and data normalisation.
Predictive Analytics
ML models for forecasting, churn, and anomaly detection.
Workflow Automation
Replace manual processes with event-driven automation.
Computer Vision
Image classification, object detection, and quality inspection.
AI Capabilities
LangChain & LlamaIndex
RAG pipelines, vector stores, and agent orchestration.
Fine-Tuning
Domain-specific model fine-tuning on your proprietary data.
Document Intelligence
Azure Document Intelligence, AWS Textract, and custom OCR.
ML Stack
PyTorch, scikit-learn, Hugging Face, and MLflow.
Model Serving
FastAPI, Triton, SageMaker, and Vertex AI inference.
MLOps
MLflow experiment tracking, model versioning, and drift monitoring.
AI Development Process
Problem Definition
Identify the specific manual task or decision to automate.
Data Assessment
Audit available data quality, quantity, and labelling needs.
Model Development
Baseline model, evaluation metrics, and iterative refinement.
Production Deploy
Model serving, monitoring, and feedback loop integration.
- Figma design source files
- Clean documented codebase
- CI/CD pipeline
- SEO and analytics setup
- Performance report
AI Tech Stack
Systems we've built
Invoice data extraction — 94% accuracy
Replaced a 3-person data entry team extracting fields from supplier invoices. GPT-4o + validation pipeline processes 500 invoices/day with a human review queue for confidence <0.9.
Internal contract knowledge assistant
RAG pipeline over 10,000 legal contracts. Associates ask questions in plain English and get cited answers in seconds — replacing hours of manual search.
Patient intake triage pipeline
AI triage for a telehealth platform — classifying patient symptom descriptions into urgency tiers and routing to the correct specialist queue. Replaced manual admin review.
Why Digital Web Weaver for AI?
Engineering First
We build AI features that work in prod, not just demos.
Measurable ROI
Every AI project defined with measurable success metrics.
Data Privacy
On-premise or private cloud LLM options for sensitive data.
MLOps Included
Model monitoring, drift detection, and retraining pipelines.
Our invoice processing used to take three people 6 hours a day. Now one person reviews the edge cases the AI flags. The accuracy is better than what humans were achieving manually.
What I appreciated was their insistence on measuring accuracy before building. We defined 'success' first, built a PoC, and only proceeded when the numbers were there.
The AI triage feature they built is now one of our core product differentiators. It's not a bolted-on chatbot — it's integrated into every patient flow and the accuracy keeps improving.
AI Development FAQ
Ready to replace manual work with AI?
Free 1-hour discovery session. We'll map your process and tell you what's worth automating — and what's not.