Custom AI Engineering
Custom AI tools. Built for your business.
Off-the-shelf AI doesn't know your products, your data, or your customers. We design and ship AI tools trained on your reality, engineered to run in production, not just a demo. Parix Digital is an AI development company with delivery teams in the USA and India, serving clients across the United States, United Kingdom, and India.
- 40+
- AI Tools Shipped
- 60%
- Manual Work Removed
- 4-8 wks
- Idea to Production
- 100%
- Your Data, Your Model
- OpenAI
- Anthropic Claude
- Llama
- LangChain
- RAG
- Vector DBs
- Hugging Face
- PyTorch
- Computer Vision
- Fine-tuning
Key Takeaways
- Parix Digital builds custom AI tools, including RAG assistants, document automation, computer vision, and predictive models, trained on your own data, not generic models.
- Every tool is engineered for production: grounded answers, security, live system integration, evaluation, and cost control.
- A grounded prototype typically ships in 1-2 weeks and a production-ready tool in 4-8 weeks.
The Reality
A chatbot demo is easy. A reliable AI tool is hard.
Doesn't Know Your Business
Generic models answer from the public internet, not your catalog, SOPs, pricing, or historical data. Answers sound confident and are often wrong.
Hallucinations, No Guardrails
Without retrieval grounding, evaluation, and fallbacks, the model invents facts, and nothing stops it from reaching a customer.
Data Privacy Exposure
Pasting sensitive data into consumer AI tools leaks IP and breaks compliance. You need private, controlled pipelines.
Disconnected From Your Systems
An AI that can't read your CRM, ERP, or database is a toy. Real value comes from acting on your live operational data.
Costs That Spiral
Naive API usage, no caching, and oversized prompts turn a clever feature into a runaway monthly bill.
Stuck at Proof-of-Concept
The demo impresses leadership, then dies. No monitoring, no evals, no one owns it in production.
What We Deliver
AI that ships, integrates, and earns its keep
Discovery & Use-Case Scoping
We pin down the highest-ROI workflow to automate and define success metrics before writing a line of code.
- ROI & Feasibility Analysis
- Success Metric Definition
- Data Readiness Audit
- Build vs. Buy Decision
RAG & Knowledge Pipelines
Your documents, tickets, and databases become a grounded knowledge base the model retrieves from, accurate and cited.
- Vector Database Setup
- Document Ingestion Pipeline
- Semantic + Hybrid Search
- Source Citation & Grounding
Data & System Integration
We wire the AI into your CRM, ERP, and APIs so it can read live data and trigger real actions.
- CRM/ERP Connectors
- Secure API Integration
- Tool & Function Calling
- Workflow Automation
Guardrails & Evaluation
Eval suites, content filters, and fallbacks keep the tool safe, on-brand, and measurably accurate.
- Automated Eval Harness
- Hallucination Guardrails
- Prompt-Injection Defense
- Human-in-the-Loop Review
Deployment & Scaling
Containerised, auto-scaling deployment with caching and routing to keep latency and cost low.
- Cloud/On-Prem Deploy
- Response & Embedding Cache
- Model Routing & Fallback
- Cost Monitoring
Monitoring & Improvement
Usage analytics, quality tracking, and feedback loops so the tool gets smarter after launch.
- Quality Dashboards
- Feedback Capture
- Drift & Regression Alerts
- Continuous Fine-tuning
Tools & Technology
The stack behind the work
LLMs & Models
GPT-4o, Claude, Llama, Mistral, Gemini
Orchestration
LangChain, LlamaIndex, Custom agents
Vector / RAG
Pinecone, pgvector, Weaviate, Qdrant
ML & Vision
PyTorch, Hugging Face, OpenCV, ONNX
Process
How we get you live
- 01
Discover
Map the workflow, audit your data, and lock the success metric.
- 02
Prototype
A working, grounded prototype tested against the metric.
- 03
Build & Integrate
Production pipeline, guardrails, and live-system integration.
- 04
Launch & Iterate
Deployed with monitoring and feedback loops.
Why Parix Digital
We build AI for outcomes, not headlines. We are engineers who ship, not a research demo team.
- Outcome-first scoping, tied to a metric you care about
- Your data stays yours, in private, controlled pipelines
- Grounded and evaluated, with accuracy you can measure
- Integrated into your live CRM, ERP, and databases
- Cost-optimised from day one
- Post-launch monitoring and tuning included
“I worked with Shlok on several projects and I was always happy with the results. Recommended!”
Sven Hepting
Local Guide, 12 reviews, Jun 2025
“Extraordinary service support. Enthusiastic owner.”
Vihang Limaye
Local Guide, 6 reviews, 2025
Proven Results
Related case studies
FAQ
Frequently Asked Questions
Will the AI use our own data and documents?
Yes. We build retrieval-augmented (RAG) pipelines so the tool answers from your documents, databases, and systems, with citations, rather than guessing from public data. This works the same whether your data lives in a US cloud region, a UK data centre, or on-premise in India.
Is our data safe and private?
Absolutely. We deploy in your cloud or a private environment, never train shared models on your data, and apply encryption, access control, and audit logging. We structure data handling to align with UK GDPR and US state privacy laws such as the CCPA, and can keep data resident in US or UK regions where required.
How do you prevent the AI from making things up?
We ground responses in your data, add guardrails and content filters, build automated evaluation suites to measure accuracy, and add human-in-the-loop review for high-stakes actions. For regulated US and UK industries, that review layer is where compliance teams usually plug in.
How long does a custom AI tool take to build?
A grounded prototype usually lands in 1-2 weeks; a production-ready tool with integrations and monitoring typically takes 4-8 weeks depending on complexity. Our India and US teams overlap with both US and UK business hours, so progress continues around the clock.
Can it integrate with our existing CRM or ERP?
Yes. Integration is the whole point. We connect to Salesforce, HubSpot, Zoho, Odoo, SAP, and custom systems via API so the AI can read live data and take action, whether your stack is US SaaS, UK-hosted, or a hybrid.
Ready to build your Custom AI Tool Development?
Tell us about your goals and current setup. We'll get back to you within 24 hours with a tailored plan.
UK · India · USA | Enterprise Grade Delivery | 24hr Response Time