Core AI Competency Sectors
Machine Learning Models
Custom predictive models, anomaly detection pipelines, and recommendation nodes built for high-throughput scaling.
Natural Language Processing
LLMs fine-tuned to audit regulatory filings, transcribe speech models, and analyze complex unstructured enterprise records.
Generative AI Systems
Production-ready retrieval-augmented generation (RAG) indices and intelligent assistant frameworks deployed globally.
Technical Insights & Deep Dives
Optimizing Vector Indexes for Sub-100ms Enterprise Search
A technical breakdown of distance metrics and quantization strategies that improve retrieval latency in high-concurrency retrieval-augmented generation systems.
Leveraging Large Language Models for Automated Compliance Audits
How ITConverts builds and deploys fine-tuned open-weight model pipelines to parse unstructured compliance records, reducing audit prep time by 75%.
AI Tools Comparison
| Tool | Use‑Case | License | Architecture Type |
|---|---|---|---|
| LangChain | LLM orchestration & chaining | Apache‑2.0 | Agentic & Pipeline |
| Haystack | Search‑augmented generation (RAG) | MIT | Modular Graph |
| LlamaIndex | Data ingestion & index query adapters | MIT | Hierarchical Index |
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