Enterprise AI Technology Division

End-to-End AI Solutions for Data, ML, LLM, and Enterprise Automation

You bring domain knowledge. We bring AI architecture, engineering, and accountable delivery.

NeoIntelli partners with domain-led teams to design, build, and operate production AI systems—from modern data foundations and ML platforms to agentic AI and multimodal copilots—under enterprise-grade security, governance, and ROI discipline.

Core Solution Stack

Each core solution has a dedicated landing page with delivery approach, use cases, and enterprise outcomes.

Data Foundation

Leading AI-first organizations win by unifying operational and enterprise data into governed products. We build lakehouse + streaming architectures that make high-quality, secure, AI-ready data continuously available.

  • Batch + real-time ingestion with CDC, event streams, and API federation
  • Domain-oriented data products with contracts, ownership, and quality SLOs
  • Semantic layer and metadata management for business and AI discoverability
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Machine Learning

Top AI companies treat ML as an operating capability, not one-off projects. We engineer reproducible ML pipelines with robust MLOps, model governance, and measurable business impact.

  • Feature engineering at scale with online/offline consistency
  • Model experimentation and benchmarking with business-aware scorecards
  • Real-time and batch inferencing patterns integrated into existing systems
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LLM & SLM Systems

Inspired by patterns used by leading AI solution providers, we combine model strategy, grounded retrieval, agent orchestration, and LLMOps to deliver safe, high-value generative AI programs.

  • Model portfolio strategy across GPT, Claude, Llama, Mistral, and domain SLMs
  • RAG + graph retrieval with citation-first response orchestration
  • Agent workflows with approval checkpoints and tool execution controls
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Vision Solutions

High-performing operations teams use vision AI for continuous inspection and risk detection. We build edge-aware, production-grade vision systems connected to operational workflows.

  • Detection, segmentation, and tracking models tuned to domain-specific conditions
  • Edge deployment for latency-sensitive environments with intermittent connectivity
  • Video analytics for process adherence, bottleneck detection, and incident review
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Services

Technical Solutions We Build

Agentic AI Solutions

Autonomous agent systems that plan, reason, and execute multi-step workflows with controlled autonomy.

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Multimodal AI Solutions

AI systems that reason over text, image, audio, and video to unlock richer operational intelligence.

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Generative AI & LLM Integration

Enterprise LLM integration services for copilots, content workflows, and domain decision support.

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Retrieval-Augmented Generation

RAG systems that ground AI output in your enterprise knowledge with citations, permissions, and freshness controls.

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AI Platform Engineering

Build enterprise AI platforms that standardize delivery, security, observability, and scale.

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Enterprise Delivery Workflow: Strategy to Scale

1. Domain Discovery & Opportunity Mapping

Map value pools, workflow constraints, decision rights, and risk boundaries with domain experts.

2. Target Architecture & Governance Blueprint

Define reference architecture, controls, KPIs, operating model, and investment case.

3. Pilot Build & Integration

Engineer production-aligned pilot with system integration, observability, and acceptance criteria.

4. Production Hardening & Rollout

Scale with reliability SLOs, security controls, and business adoption plans.

5. Continuous Optimization

Run AI operations with quality governance, cost optimization, and roadmap iteration.

Industry Coverage

We combine domain depth and AI engineering to deliver measurable business outcomes across industries.

ManufacturingEnergy & UtilitiesHealthcareLogisticsRetailFinancial ServicesTelecomPublic Sector