Agent Commerce

CivicGraph
Agent API

Structured intelligence on Australian government spending, procurement, political donations, and community organisations. Built for AI agents that need real data, not hallucinated answers.

560K+
Entities
1.5M+
Relationships
770K+
Contracts
$74B+
Tracked

Quick Start

Single endpoint. POST JSON. Get intelligence.
POST /api/agent
Content-Type: application/json
Authorization: Bearer cg_live_...

{
  "action": "search",
  "query": "Commonwealth Bank"
}
Or discover capabilities:
GET /api/agent
API key optional during beta. Anonymous: 20 req/min. With key: 60+ req/min.

API Keys

Loading keys...

Try It Now

POST /api/agent

Available Actions

Entity Search

"action": "search"

Find entities by name or ABN. Returns power scores, cross-system presence, and dollar flows.

Example Request
{
  "action": "search",
  "query": "Commonwealth Bank"
}
Returns

Array of entities with gs_id, canonical_name, entity_type, power_score, system_count, total_dollar_flow

Entity Profile

"action": "entity"

Full entity intelligence — power score, 7-system presence, board members, procurement history, political donations, justice funding.

Example Request
{
  "action": "entity",
  "abn": "48123123124"
}
Returns

Entity profile + board member list with roles and appointment dates

Power Index

"action": "power_index"

Top entities ranked by cross-system power score. Spans procurement, justice, donations, charity, foundation, evidence, and tax systems.

Example Request
{
  "action": "power_index",
  "limit": 10,
  "min_systems": 3
}
Returns

Ranked entities with power_score, system_count, and dollar breakdowns per system

Funding Deserts

"action": "funding_deserts"

Most underserved local government areas in Australia. Scored by disadvantage (SEIFA), remoteness, and funding shortfall.

Example Request
{
  "action": "funding_deserts",
  "state": "NT",
  "limit": 10
}
Returns

LGAs ranked by desert_score with IRSD decile, entity counts, and dollar flows

Revolving Door

"action": "revolving_door"

Entities with multiple influence vectors — lobbying, political donations, and government contracts. Cross-referenced automatically.

Example Request
{
  "action": "revolving_door",
  "limit": 10
}
Returns

Entities with revolving_door_score, influence vectors, donation and contract totals

Natural Language Query

"action": "ask"

Ask any question in plain English. CivicGraph generates SQL, executes it across all datasets, and returns structured results with an AI explanation.

Example Request
{
  "action": "ask",
  "query": "How much does QLD spend on youth justice?"
}
Returns

Query results as structured data + AI explanation + generated SQL

Agent Use Cases

Procurement Agent

Evaluate Australian suppliers before bid decisions. Check cross-system presence, contract history, political donation patterns, and compliance signals.

Policy Research Agent

Analyse funding flows, identify service gaps, compare state spending on youth justice, disability, and Indigenous services.

Due Diligence Agent

Entity profile, board interlock detection, revolving door analysis. Automated background checks on government contractors.

Compliance Agent

Monitor entity changes, new contracts, board appointments. Detect conflicts of interest and emerging interlock patterns.

Data Sources

AusTender770K federal contracts
AEC Donations312K political donations
ACNC66K charities
ATO24K tax records
Justice Funding71K grants
ALMA1.2K evidence interventions
ABR18.5M business registrations
ORICIndigenous corporations
Foundations10.8K giving foundations
Lobbying Register560 firms, 1.7K clients
Person Roles340K board seats

Pricing

Explorer
Free
No key required
  • 20 requests/minute
  • All 6 actions
  • IP-based rate limiting
  • Community support
Start Now
Beta
Builder
Free
API key required
  • 60 requests/minute
  • Usage dashboard + analytics
  • NL→SQL queries
  • Up to 5 API keys
Get API Key
Enterprise
Custom
Volume + SLA
  • Unlimited requests
  • Dedicated support
  • Custom endpoints
  • White-label + SSO
Get In Touch

Works With

Claude Code
MCP server
claude mcp add civicgraph
OpenAI
Function calling
POST /api/agent
LangChain
Tool integration
CivicGraphTool()
Any HTTP Client
REST API
curl, fetch, axios

Built For Real Work

“We mapped $74B in federal procurement flows to identify conflict-of-interest patterns that would take a human analyst months.”

Procurement Intelligence

“Cross-referencing political donations with government contracts across 560K entities — automatically. No hallucinations, just data.”

Revolving Door Detection

“Identified 1,582 funding deserts — local government areas where disadvantage is high but funding is almost zero.”

Funding Gap Analysis

“1,155 evidence-based interventions from ALMA, linked to delivery organisations. Know what works and who delivers it.”

Evidence Mapping

Why CivicGraph for Agents

General-purpose LLMs hallucinate government data. They don't know who holds what contracts, which entities donate to which parties, or where funding deserts exist. CivicGraph does.

Every response comes from structured, cross-referenced datasets — not generated text. 560K entities linked by ABN across 11 data sources. Every number is auditable.

An agent that buys a CivicGraph query for $0.01 gets a verified answer. An agent that tries to answer from training data gets a plausible-sounding wrong answer. In procurement and compliance, the difference matters.