Artificial Intelligence (AI) Services

Artificial Intelligence is no longer experimental-it is a practical tool that helps organizations work smarter, faster, and more efficiently. From automating repetitive tasks to providing intelligent insights and decision support, AI enables businesses to unlock value from data and digital systems.

TATCODE helps organizations adopt AI in a structured, secure, and business-focused way, ensuring measurable outcomes and long-term success.

Our AI Service Approach

We follow a practical and responsible AI adoption model:

1. Identify business processes where AI can add real value
2. Start with quick Proof of Concepts (POCs)
3. Scale successful AI solutions into enterprise systems
4. Ensure security, governance, and explainability

Our focus is always on business outcomes, not just technology.

AI Solutions We Deliver

1. RAG (Retrieval-Augmented Generation) Solutions

RAG combines generative AI with enterprise data to deliver accurate, context-aware responses.

What it does

1. Searches your enterprise data securely
2. Generates answers using your documents and systems

Simple Use Cases

1. Ask questions like “What is the current financial status?” and get answers from ERP data
2. HR policy or compliance Q&A from internal documents
3. Faster access to reports and operational insights


2. AI Agents (Autonomous & Assistive AI)

AI Agents can perform tasks, monitor processes, and take actions with minimal human involvement.

What it does

1. Executes tasks based on rules and AI reasoning
2. Monitors systems and handles exceptions

Simple Use Cases

1. Automatically process and validate invoices
2. Monitor supply chain exceptions and alert users
3. Assist approvals and follow-ups in workflows


3. Machine Learning (ML) & Predictive Analytics

ML uses historical data to predict future outcomes and identify patterns.

What it does

1. Learns from data trends
2. Provides predictions and recommendations

Simple Use Cases

1. Cash flow and revenue forecasting
2. Demand and inventory prediction
3. Employee attrition and workforce planning
4. Fraud and anomaly detection


4. Generative AI (GenAI) for Productivity

Generative AI helps create content, summaries, and insights faster.

What it does

1. Generates text, summaries, and explanations
2. Improves productivity for business users

Simple Use Cases

1. Auto-generate report summaries
2. Draft emails, documents, and business insights
3. Summarize large datasets into key takeaways


5. Intelligent Automation

AI combined with automation eliminates repetitive and manual tasks.

What it does

1. Automates decisions and workflows
2. Reduces human intervention

Simple Use Cases

1. Automated data validation and processing
2. Intelligent approvals and routing
3. Operational task automation

AI POC-as-a-Service (Fast Innovation Model)

To reduce risk and accelerate adoption, TATCODE offers AI POC-as-a-Service:

1. Rapid MVP development
2. Real data-based validation
3. Early business feedback
4. Clear path to production deployment

This approach helps customers see value quickly before scaling.

Popular AI APIs, Frameworks & Platforms

1. Large Language Model (LLM) APIs

These APIs provide access to powerful language models used for chatbots, content generation, summarization, and reasoning.

1. OpenAI API
1. Text generation, chat, embeddings, vision, and speech
2. Used for chatbots, RAG, content generation, and AI assistants
2. Anthropic (Claude) API
1. Strong at long-context understanding and safe AI responses
2. Used for document analysis, enterprise Q&A, and summarization
3. Google Gemini API
1. Multimodal AI for text, images, and reasoning
2. Used for search, analytics, and conversational AI
4. Meta Llama API / Models
1. Open-source large language models
2. Used for private, on-prem, or custom AI deployments
5. Cohere API
1. Text generation, classification, and embeddings
2. Common in enterprise search and RAG systems


2. AI Orchestration & Agent Frameworks

These tools help build RAG systems, AI agents, and multi-step AI workflows.

1. LangChain
1. Framework to build RAG pipelines and AI agents
2. Connects LLMs with databases, APIs, and tools
2. LlamaIndex
1. Data ingestion and retrieval framework for RAG
2. Optimized for connecting enterprise data to LLMs
3. AutoGen
1. Multi-agent AI collaboration framework
2. Used for autonomous task execution and AI agents
4. CrewAI
1. Agent-based AI workflows
2. Used to assign roles and tasks to AI agents


3. Embeddings & Vector Databases

Used to store and search large volumes of data for RAG and semantic search.

1. OpenAI Embeddings API
2. Cohere Embeddings
3. Pinecone
4. Weaviate
5. Milvus
6. Chroma

Use cases:

1. Enterprise document search
2. Knowledge assistants
3. Semantic similarity search


4. Speech, Vision & Multimodal APIs

For voice, image, and video-based AI use cases.

1. OpenAI Speech & Vision APIs
1. Speech-to-text, text-to-speech, image understanding
2. Google Vision & Speech APIs
1. OCR, image recognition, voice processing
3. AWS Transcribe & Rekognition
1. Speech recognition and image/video analysis


5. Machine Learning & Model Platforms

Platforms for training, deploying, and managing ML models.

1. AWS SageMaker
2. Google Vertex AI
3. Azure Machine Learning
4. OCI Data Science (Oracle)


6. AI Integration & Automation APIs

Used to connect AI with enterprise systems.

1. REST APIs & Webhooks
2. GraphQL APIs
3. Oracle Integration Cloud (OIC)
4. Zapier / Make (for lightweight automation)


7. Security, Governance & Monitoring

Important for enterprise AI adoption.

1. OpenAI Moderation API
2. LangSmith (LangChain Monitoring)
3. PromptLayer
4. WhyLabs

How These APIs Are Commonly Used Together

A typical enterprise AI solution might use:

1. OpenAI / Anthropic → for language understanding
2. LangChain / LlamaIndex → for RAG & AI agents
3. Vector DB (Pinecone / Weaviate) → for enterprise knowledge search
4. Oracle / ERP APIs → to fetch business data
5. Security & monitoring tools → for governance

Data Analytics Capabilities

TATCODE helps organizations build modern data analytics capabilities that turn data into actionable intelligence.

Our data analytics services are designed to support business leaders with clear, timely, and reliable insights, enabling smarter decisions and faster responses to changing market conditions.

Data Strategy & Analytics Roadmap

We help organizations define a clear analytics strategy aligned with business goals.

1. Data and analytics maturity assessment
2. Analytics roadmap and tool selection
3. KPI and metrics definition
4. Governance and security planning

Data Integration & Data Management

A strong analytics foundation starts with trusted data.

1. Data extraction and integration from multiple sources
2. Data cleansing, validation, and transformation
3. Master data management and data governance
4. Structured and unstructured data handling

Business Intelligence & Reporting

We design and implement enterprise BI solutions that deliver insights at every level of the organization.

1. Operational, analytical, and management reporting
2. Standard and ad-hoc reporting
3. Automated report distribution and scheduling

Data Visualization & Dashboards

We create intuitive dashboards that help users quickly understand trends and performance.

1. Executive dashboards and scorecards
2. Interactive and self-service analytics
3. Drill-down and real-time visual insights

Advanced Analytics & Predictive Insights

We help organizations move beyond descriptive reporting to predictive and prescriptive analytics.

1. Trend analysis and forecasting
2. Scenario and what-if analysis
3. Risk and anomaly detection

Analytics Tools & Technologies

TATCODE works with a wide range of industry-leading analytics and visualization tools, selecting the right solution based on customer needs, data complexity, and budget:

1. Tableau - Advanced data visualization and interactive dashboards
2. Microsoft Power BI - Self-service BI and enterprise reporting
3. Oracle Analytics Cloud (OAC) - Enterprise analytics for Oracle ecosystems
4. Oracle BI Publisher (BIP) - Pixel-perfect operational and statutory reports
5. OTBI (Oracle Transactional Business Intelligence) - Real-time operational reporting
6. Looker - Modern BI and embedded analytics
7. Qlik - Associative analytics and data discovery