Enterprise AI Engineering

High-Demand AI. Delivered by Founders.

Agentic AI, RAG, private LLMs, document intelligence, and computer vision — engineered for enterprises that pay for outcomes, not experiments.

In-Demand AI Services

The highest-budget AI engagements enterprises are funding right now — with proven delivery models and transparent investment ranges.

Very High Demand

Enterprise AI Agents

Autonomous workflows, not chatbots

Multi-step agents that ingest data, reason across tools, execute workflows, and escalate to humans — deployed with guardrails, observability, and audit trails.

LangGraphMCPOpenAI / AnthropicTool Orchestration
Investment

$75K – $500K+

Industries

Finance · Healthcare · Legal · Operations

  • 60–80% reduction in manual ops
  • 24/7 autonomous processing
  • Full audit trail
Very High Demand

RAG & Knowledge Intelligence

Your data, your answers, your control

Enterprise knowledge systems that ground LLMs in your documents, databases, and APIs — with hybrid search, citation, access controls, and hallucination mitigation.

Vector DBHybrid SearchRerankingChunking Pipelines
Investment

$50K – $300K+

Industries

Legal · Consulting · Healthcare · Enterprise IT

  • Instant answers from 10K+ docs
  • Source-cited responses
  • Role-based access
Very High Demand

Private LLM Deployment

On-prem, VPC, or sovereign cloud

Fine-tuned and deployed LLMs on your infrastructure — no data leaves your perimeter. Includes model selection, fine-tuning, inference optimization, and cost governance.

vLLMOllamaLoRA Fine-tuningGPU Optimization
Investment

$60K – $400K+

Industries

Government · Finance · Healthcare · Defense

  • Data sovereignty
  • 40–70% inference cost reduction
  • Domain-specific accuracy
High Demand

Document Intelligence (IDP)

Unstructured data → structured action

AI pipelines that extract, classify, validate, and route information from contracts, invoices, forms, medical records, and electoral documents at scale.

OCR + LLMLayout AnalysisValidation RulesWorkflow Integration
Investment

$40K – $250K+

Industries

Legal · Healthcare · Government · Real Estate

  • 90%+ extraction accuracy
  • 10x faster processing
  • ERP/CRM integration
High Demand

Computer Vision & Medical AI

Research-grade visual intelligence

Production computer vision systems backed by Elsevier-indexed medical imaging research — object detection, diagnostic AI, quality control, and catalog generation.

PyTorchYOLODICOMEdge Deployment
Investment

$75K – $500K+

Industries

Healthcare · Manufacturing · Retail · Agriculture

  • FDA-ready pipelines
  • Real-time inference
  • Research-to-production bridge
High Demand

AI Strategy & Architecture

Roadmap before code

Executive-level AI strategy, use-case prioritization, ROI modeling, vendor evaluation, and architecture blueprints — delivered by PhD founders with 20+ years enterprise experience.

Use-Case MappingROI ModelsArchitecture BlueprintsVendor RFP
Investment

$25K – $150K

Industries

All Enterprise

  • Prioritized AI roadmap
  • Build vs. buy clarity
  • Risk-mitigated execution plan
High Demand

Voice & Conversational AI

Speech-to-action at scale

Voice agents, IVR replacement, multilingual conversational interfaces, and real-time speech pipelines integrated with your CRM, ERP, and knowledge base.

WhisperTTS/STTReal-time StreamingCRM Integration
Investment

$50K – $300K+

Industries

Customer Service · Healthcare · Sales · Field Operations

  • Sub-second response
  • Multilingual support
  • CRM auto-logging
High Demand

MLOps & AI Infrastructure

Ship AI reliably, not once

End-to-end ML pipelines — data versioning, model registry, A/B testing, monitoring, drift detection, and automated retraining for production AI systems.

MLflowKubeflowFeature StoresObservability
Investment

$50K – $350K+

Industries

SaaS · Finance · E-commerce · Healthcare

  • 99.9% uptime
  • Drift detection
  • Automated retraining

Industries & Budget Signals

Where the highest-value AI projects are being funded today.

Healthcare

  • Diagnostic AI
  • Clinical document extraction
  • Patient triage agents
$100K – $1M+

Financial Services

  • Compliance automation
  • Risk analysis agents
  • Document processing
$150K – $2M+

Legal & Professional

  • Contract intelligence
  • Case research RAG
  • Due diligence automation
$75K – $500K+

Government & Public

  • Citizen service agents
  • Document digitization
  • Electoral analytics
$100K – $1M+

Real Estate & PropTech

  • Property intelligence
  • Lease extraction
  • Market forecasting
$50K – $400K+

Retail & Commerce

  • Conversational commerce
  • Catalog AI
  • Demand forecasting
$50K – $300K+

Engagement Models

Flexible structures for every stage — from discovery to enterprise-scale programs.

2–4 weeks

AI Discovery Sprint

Use-case mapping, feasibility, architecture blueprint, and ROI estimate

$15K – $40K
6–12 weeks

MVP Build

Production-ready AI system with core features, guardrails, and deployment

$50K – $150K
3–12 months

Enterprise Program

Multi-agent systems, integrations, MLOps, and ongoing optimization

$150K – $1M+
Ongoing

AI Retainer

Dedicated AI engineering team — strategy, development, and continuous improvement

$15K – $50K/mo

Why Enterprises Choose Rudder Tech for AI

PhD-Led Delivery

Founders with published research, Oracle OCP, and 20+ years enterprise architecture — not junior contractors.

Production, Not POCs

Every engagement ships guardrails, observability, and deployment — not demos that never reach production.

Platform DNA

AI systems built on our proven Data → Intelligence → Automation framework, battle-tested across 4 industry platforms.

Ready to Scope Your AI Project?

Book a strategy call with our PhD founding team. We respond within 24 hours and provide a scoped proposal for engagements above $50K.