Independent AI, Automation, and Analysis

Practical systems for teams that cannot afford noise.

Jakal designs and delivers AI infrastructure, analytical tooling, and automation for organisations that need secure capability, fast execution, and clear thinking. Built in Tasmania, informed by intelligence methodology, and designed to avoid vendor lock-in.

AI systems Internal tools, retrieval systems, multi-model workflows, and practical deployment architecture.
Automation Operational workflows that run unattended, reduce manual effort, and surface what matters.
Analytical review Independent review shaped by intelligence, OSINT, and structured problem solving.
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Where Jakal fits best

Best suited to teams with sensitive information, high-consequence decisions, or too much manual process sitting between data and action.

Operational Teams

Teams that need internal tools, automation, and reporting pipelines that work reliably without adding more software overhead.

Regulated or Sensitive Environments

Organisations that care about data handling, deployment control, traceability, and keeping critical capability close to home.

Leadership and Review

Decision-makers who need independent assessment of AI plans, technical direction, workflows, or analytical blind spots.

What I Build

Systems that run with low supervision, produce usable outputs, and respect real operational constraints.

AI Council

Multi-model deliberation

9 models across 5 providers. Six operational modes including structured debate, corpus analysis, and analytical review. Self-hosted.

Node.js Multi-LLM Self-hosted

Library RAG

Knowledge graph + retrieval

253 books, 12,000+ entities, dual-path retrieval. Entity graph with D3 visualisation, domain coverage analysis, and gap detection.

LanceDB Entity Graph Python

Hermes

Autonomous agent

Compound context system with project-aware research crons, priority synthesis, nightly builds, and morning reports. 14 scheduled timers.

Automation Cron systemd

Richards Six

Analytical review service

Structured independent strategy review grounded in intelligence methodology. 10-page site with intake workflow and Cloudflare Workers backend.

Strategy Cloudflare R2