Enterprise
AI Application Development
Strategic AI consulting, building, and deploying custom artificial intelligence solutions — from intelligent chatbots and RAG systems to process automation using AI Agents.
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AI Strategy & Roadmap
Assess AI opportunities within the organization, formulate strategies, and build implementation roadmaps aligned with business goals.
AI Chatbot & Assistant (RAG)
Build intelligent chatbots connected to enterprise knowledge bases — providing precise answers based on internal documents via RAG technology.
Business Process Automation AI Agents
Develop AI Agents integrating with CRM, ERP, HRIS via MCP/LangChain — automating repetitive workflows and boosting productivity.
Fine-tuning & Custom Models
Fine-tune LLM models for specific domain use-cases (LoRA, PEFT) — enhancing accuracy while lowering operational costs.
Computer Vision & NLP
Image recognition, OCR, text analysis, and sentiment analysis — applied to Quality Control, documents, and customer feedback.
Corporate AI Training
Train operational, development, and AI management teams — from Prompt Engineering to MLOps, ensuring long-term autonomy.
Our Tech Stack
What Problems Does AI Solve?
Customer Support
24/7 AI Chatbot answering queries based on knowledge bases — reducing support tickets by 60-80%.
Document Processing
Automated extraction, classification, and summarization of documents — contracts, reports, invoices.
Sales & Marketing
AI lead analysis, content personalization, and effective sales strategy recommendations.
HR & Recruitment
CV screening, candidate assessment, and internal HR AI assistance.
Quality Control
Real-time, accurate product defect detection in manufacturing using Computer Vision.
Code Assistant
AI assisting in code review, generating test cases, and suggesting codebase improvements.
Is Your Business Facing These Challenges?
85% of enterprise AI projects in Vietnam fail at the POC stage — Robusta helps you navigate and avoid common pitfalls.
Data Silos Everywhere
Data scattered across ERP, CRM, Excel, emails — making it impossible to train models or feed AI Agents.
POC Stuck Before Production
Demos on Jupyter Notebook run smoothly, but lack production stability — missing MLOps, monitoring, and retraining pipelines.
Hallucinations & Inaccuracies
LLM chatbots return false company information and hallucinate metrics — lacking RAG, guardrails, and evaluation frameworks.
Uncontrolled API Costs
OpenAI/Claude API calls without budget alerts, token usage spikes, no caching or semantic routing — leading to 5-10x expected bills.
Lack of AI Strategy
Wanting to "adopt AI" without knowing where to start — no clear use cases, ROI metrics, or strategic direction.
Security & Legal Risks
Employees copying sensitive data into public ChatGPT, lacking AI governance and compliance with privacy regulations.
Why Businesses Need AI Integration?
Boost Productivity 30-50%
Automate repetitive tasks, empower employees to make faster decisions with AI copilot.
Superior Customer Experience
24/7 Chatbot, personalization, hyper-personalization — increase conversion 2-5x, reduce churn 20-40%.
Sustainable Competitive Advantage
Leverage proprietary data for insights, forecasting, and decisions — impossible for competitors to copy.
From Use Case to AI Production
Average 3-6 months for POC → MVP → Production. Robusta accompanies you from use case discovery to stable AI operation.
AI Discovery Workshop
Identify 5-10 potential use cases, assess value vs feasibility, select 1-2 priority POC candidates.
Data Readiness Assessment
Assess data quality, volume, and availability. Perform data cleaning, schema normalization, and feature store building if needed.
Proof of Concept
Rapid 4-6 week POC build: select model (GPT-4/Claude/Gemini/open-source), develop prompt/RAG pipeline, demo for stakeholders.
MVP Development
Build MVP with real UI, integrate internal systems (SSO, LDAP, CRM), set up evaluation framework and prompt versioning.
Production Deployment
Deploy on Cloud/on-prem, implement LLM caching, guardrails, monitoring, cost optimization, and security review.
LLMOps & Continuous Improvement
Monitor accuracy, cost, latency. A/B test prompts, upgrade models, retrain on data drift. Monthly improvement sprints.
Complete AI Code & Documentation Package
Businesses receive production-ready AI products with source code, documentation, and frameworks for expanding future use cases.
Use Case Portfolio
Portfolio of 5-10 use cases evaluated for value, feasibility, and ROI.
POC + Source Code
Live demo, notebooks, source code, and setup guides.
MVP Application
Application with UI, backend, SSO/database integration, deployable.
RAG Pipeline
Vector DB, chunking, embedding, retrieval strategy, and re-ranking.
AI Governance Framework
AI usage policies, guardrails, PII redaction, and audit trails.
Evaluation Suite
Test suite, LLM-as-judge, accuracy tracking, regression tests.
Monitoring Dashboard
Cost per query, latency, accuracy, user feedback, and alert rules.
Training & Handover
IT operations training, technical docs, and expansion playbooks.
Who Should Adopt AI?
Banking & Fintech
CS Chatbots, credit scoring, fraud detection, KYC
E-commerce & Retail
Recommendation systems, sales chatbots, dynamic pricing
Healthcare & Pharma
Medical imaging diagnosis, EMR search, drug discovery
SaaS & Tech
AI copilots, autonomous agents, product intelligence
HR & Talent
Resume screening, HR chatbots, employee coaching
Manufacturing & Logistics
Predictive maintenance, demand forecasting, QC
Education & EdTech
AI Tutors, automated grading, personalized learning
Legal & Consulting
Contract review, legal Q&A, due diligence
Professional AI & GenAI Certifications
Equip your enterprise Dev, Data, and AI Engineering teams with cutting-edge skills.
Generative AI & LLM Applications
Prompt engineering, RAG, fine-tuning, building production-ready LLM apps with OpenAI, Claude, Gemini.
RAG & Vector Database Deep Dive
Chunking, embedding, retrieval strategies, hybrid search, re-ranking with Qdrant, Pinecone, Weaviate.
MCP & AI Agent Development
Build multi-tool AI Agents with Model Context Protocol, tool calling, memory, planning, orchestration.
Common Enterprise Inquiries
QCan businesses without a Data Team deploy AI?
QShould enterprises train their own proprietary LLM?
QIs enterprise data sent to OpenAI or Anthropic?
QHow long does it take to build the first AI POC?
QHow is AI project ROI measured?
Other Consulting Services by Robusta
Beyond AI, Robusta provides end-to-end solutions for sustainable digital transformation.
ISO 27001 Consulting & Implementation
Build an internationally certified ISMS — protect data, ensure compliance, and boost credibility.
ITSM Consulting & Implementation
Standardize IT service management processes based on ITIL v4 — Incident, Problem, Change, Service Catalog.
Cloud Transformation Consulting
Assess, build roadmaps, and migrate infrastructure to the Cloud — optimizing costs and scalability.
Start Your AI Journey Today
Contact us for a free AI opportunity assessment — our experts will tailor the right solution for your enterprise.
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