Enterprise AI & LLM Engineering

Custom LLM Integration & Autonomous AI Business Solutions

Architect, fine-tune, and deploy domain-specific AI models across your enterprise stack. From OpenAI and Google Gemini to specialized medical LLMs like BioMistral, WITS builds secure, context-aware AI pipelines tailored to your operations.

Explore Supported Models
Multi-LLM
Dynamic Orchestration
100%
Data Privacy
< 200ms
Router Latency
WITS Intelligent LLM Gateway
Active
OpenAI GPT-4o General Reasoning & Vision
Enterprise API
Google Gemini 1.5 Pro Multimodal & Long-Context
Multimodal
BioMistral / Med-LLM Clinical & HIPAA Workflows
Fine-Tuned
SOC-2 & HIPAA Compliant Sub-Second Routing
Custom RAG & Vector Engineering

Zero-Hallucination RAG Bots Grounded in Your Data

We design, build, and deploy custom Retrieval-Augmented Generation (RAG) software tailored to your company documents, SQL databases, and private vector stores.

Active Source: Enterprise PDFs & Documents RAG Pipeline Live
WITS RAG Core
Vector Embeddings: 1,240,000 Vectors (Pinecone)
Interactive Knowledge Connectors

Select Your Business Knowledge Source

Click any data source below to simulate how WITS indexes, retrieves, and routes queries through customized vector pipelines:

Next-Gen Enterprise AI

Custom Generative AI & RAG Solutions for Every Industry

From automated content & document generation to intelligent multi-agent workflows, WITS builds tailored Gen AI applications powered by state-of-the-art foundation models.

Text & Vision

Multimodal Content & Document Gen

Automate invoice parsing, custom report generation, marketing copy synthesis, and complex PDF summary extraction instantly.

Zero Hallucinations

Enterprise RAG Vector Systems

Connect private SQL, Notion, Pinecone, or Milvus databases so your Generative AI answers strictly from verified company knowledge.

Agentic Workflows

Autonomous AI Business Agents

Deploy self-executing AI agents capable of calling REST APIs, triggering CRM tasks, and handling multi-step enterprise workflows.

Domain Specific

Custom Fine-Tuning & On-Prem

Fine-tune open-weight models (Llama 3, Mistral, BioMistral) on your specialized domain data inside private VPC environments.

Custom Industry Solutions

Generative AI Tailored to Your Industry

Select an industry below to see how our combined Generative AI & RAG architecture drives automation:

Healthcare Clinical Summarization BioMistral + Vector RAG

Automatically converts unstructured EHR doctor notes into structured clinical summaries, extracts lab diagnostic insights, and generates HIPAA-compliant discharge guides.

Under the Hood Stack:
BioMistral 7B Milvus Vector DB FHIR EHR API HIPAA Masking
Deployment: On-Prem / Private VPC
Full-Stack AI Engineering

Custom Software Built for Autonomous Enterprise Scale

Beyond chatbots, we architect production-grade AI Bots, SaaS products, ITSM automation engines, and intelligent ERP extensions tailored to your business infrastructure.

Autonomous AI Bots & Agents

Multi-turn, task-executing bots with native tool integration.

AI-Native SaaS Platforms

Multi-tenant, cloud-scale SaaS solutions with built-in GenAI workflows.

ITSM & Helpdesk Automation

Zero-touch IT ticket triage, password resets, and ServiceNow sync.

Intelligent ERP & Supply Chain

Predictive inventory, automated invoice parsing, and SAP/Oracle integration.

wits-runtime // ai-bot-core.service
STATUS: 200 OK
ARCHITECTURAL TIER: Autonomous Agentic Loop
CONNECTORS & APIS: REST API, Webhooks, Postgres, Redis
> Active Capabilities

Multi-turn conversation state management, vector memory recall, dynamic function calling to third-party APIs.

> System Execution Stream
[0.01s] Initializing memory state vector buffer...
[0.04s] Validated token authentication header
[0.08s] Executed function call /api/v1/trigger_agent
Latency: < 120ms
Ready To Scale?

Let’s Build Your Enterprise AI Solution

Schedule a technical consultation with our AI engineering team. We’ll map out your data pipeline, evaluate RAG architectures, and design a custom deployment strategy.

SOC-2 & HIPAA Ready On-Prem & Private VPC Sub-Second Response

Book an Engineering Sprint

Get a custom proof-of-concept (POC) blueprint tailored to your company's data stack in 48 hours.