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AI-Powered SOC Tooling

Custom AI tools for your security team

I build production AI tools for security operations: alert triage assistants, RAG-powered analyst knowledge bases, automated enrichment pipelines. I've shipped these end-to-end, from embeddings and retrieval to production deployment. This engagement uses a two-phase approach so you validate the right tool before committing to a full build.

Two-Phase Approach

Phase 1

Discovery & Prototype

You commit to Phase 1 only. We identify the highest-value use case for your team and I build a working prototype using exported or sample data, so we're not blocked on live system access. At the end you get a go/no-go recommendation and decide whether to move to Phase 2.

Deliverables

  • • Working prototype of the highest-value use case
  • • Evaluation of approach with your data
  • • Go/no-go recommendation for Phase 2

Timeline & Pricing

2–3 weeks · $5K–$8K

Phase 2

Production Build

Phase 2 is a separate engagement with a well-defined scope agreed on after Phase 1. I build the production version with proper error handling, authentication, monitoring, and documentation. You own the source code and infrastructure.

Deliverables

  • • Production-deployed tool with auth and error handling
  • • Source code and infrastructure you own
  • • Handoff documentation and walkthrough with your team

Timeline & Pricing

4–6 weeks · $15K–$25K

Example Use Cases

Alert Triage Assistant

An AI tool that enriches incoming alerts with context, scores severity, and drafts investigation notes for your analysts.

Analyst Knowledge Base

RAG-powered search over your runbooks, past investigations, and internal documentation. Analysts ask questions in natural language.

Enrichment Pipeline

Automated enrichment that pulls context from threat intel feeds, internal tools, and historical data, then surfaces it alongside alerts.

Timeline

Phase 1: 2–3 weeks

Phase 2: 4–6 weeks

Pricing

Phase 1: $5K–$8K

Phase 2: $15K–$25K

What You Provide

Your highest-friction SOC workflows and sample data or exported logs for prototyping

Ready to get started?