In Development

Signal amidst
the noise.

A corpus-first competitive and regulatory intelligence platform built for financial services, wealth management, and institutional investors. Powering agentic pipelines with enriched market signals to empower executive reporting, operations, and strategic development.

Proof of Concept: Supervise is a personal project built independently to demonstrate the possibilities of enriched public-signal data. It relies entirely on publicly available information and does not utilize any proprietary or confidential data. It is not a commercial product, nor is it intended or proposed as an enterprise solution.

The Automation of Strategy Insights

Strategy, Operations, and Board teams require high-signal market intelligence—but instead, they spend hours manually monitoring fragmented sources: APRA releases, ASIC enforcement notices, competitor product updates, and PHDs.

Supervise automates this entirely, turning the noise of daily updates into a deduplicated, enriched data pipeline categorized into four pillars mapping directly to your strategic positioning.

Regulatory

The credibility backbone. Tracks prudential standards, conduct enforcement, and legislative change. (e.g., APRA SPS 515, ASIC bans).

Competitor Activity

The differentiation engine. Tracks what rival institutions are doing in-market. (e.g., Newsroom media releases, fee reductions, recruitment trends).

M&A / Asset Moves

Tracks significant shifts in portfolio holdings from semi-annual PHD filings and major direct infrastructure acquisitions.

Industry Insight

Broader sector trends, ESG commitments, and macro-level shifts derived from APRA stats and peak body publications.

Corpus-First Coverage

Every signal is derived from a public, observable source. No hallucinations. If a data point is missing, it remains null and is flagged for verified enrichment.

100+
Active Sources
2.5k+
Enriched Signals
14+
Covered Institutions
15+
Regulators & Bodies

Public-Only, Shared Corpus

Every customer sees every institution. The corpus is one shared dataset — multi-tenancy is an access/personalisation layer, never a data split. We track Australia's largest institutional investors, wealth management firms, and financial institutions.

Pipeline Architecture

1. Ingest

100s of key market sources via HTML, RSS, Headless, & PHD diffs.

2. Enrich

LLM extraction (Ollama/Vertex) for summaries, scoring, and pricing.

3. Cluster

Merges related signals from regulators and aggregators into events.

4. Delivery

Fire webhooks, populate vector databases, or query via API to power internal workflows.

Powering Your AI & Ops

Supervise isn't just a dashboard—it's an intelligence pipeline. Consume the enriched signals where they provide the most value to your institution.

Internal AI & RAG

Pipe verified, hallucination-free competitor data directly into your internal LLMs (Enterprise Copilot, Azure OpenAI).

Operations & Compliance

Real-time webhooks alerting risk teams the moment ASIC or APRA drops relevant enforcement actions or regulatory guidance.

Strategic Development

Live data feeds tracking competitor fee changes, product launches, and M&A activities for competitive intelligence teams across financial services.

Executive Reporting

Query the pipeline to automatically inject verified, structured market context into executive reporting and governance packs.

Currently in Active Development

Supervise is an internal research and development project exploring the application of multi-agent systems and LLMs to unstructured financial data.