The whole board.

79 services and workers, 14 apps and sites, read straight out of the repository on 2026-09-09. Quarantined services are excluded. This is the list we look at, not a brochure version of it.

All 79 services and workers · 70 deployed, 9 in the codebase

snapshot 2026-09-09

Status	Service	Role	Runtime
Platform & infrastructure
Deployed	auth-engine	Hierarchical RBAC + ABAC auth engine for SURE platform	Rust
Deployed	auth-idp	Identity provider and authentication worker for SURE platform	Rust
Deployed	authz-projector	Consumes auth events from auth-engine and projects authorization relationships to SpiceDB.	Go
Deployed	code-intel-toolchain	Base Docker image with SCIP indexers and language toolchains (Go, Python, Node, Rust) for code indexing.	Go
Deployed	config-vault	Centralized secrets registry with encryption, provenance tracking, and audit logging	Rust
In the codebase, no image lane yet	config-vault-cli	Command-line client for config-vault: generates environment files and pushes secrets to their targets.	Rust · no lane
Deployed	config-vault-reconciler	Mirrors config-vault secrets into Kubernetes Secrets for services that still read them there.	Rust
Deployed	telemetry-gateway	Ingests OpenTelemetry traces, validates tenant claims and exports them onward.	Go
Data platform
Deployed	analytics-etl	Schedules hourly and daily syncs of metrics from Aircall, GA4, Pipedrive, Google Ads into analytics database.	Go
Deployed	analytics-service	FastAPI service that orchestrates analytics queries, generates business reports, and serves dashboard metrics.	Python
Deployed	data-pipeline	Executes ETL jobs and data processing pipelines for analytics and machine learning on SURE platform data.	Python
In the codebase, no image lane yet	dataforge-pg-migrations	SQL migrations for the platform Postgres schema, idempotent and reversible.	Go · no lane
Deployed	graph-sync	Synchronises domain data from Postgres into FalkorDB graphs and refreshes the code-intelligence graph on a schedule.	Go
Deployed	intel-clickhouse-consumer	Consumes behavioural events from Redpanda and batches them into ClickHouse analytics tables.	Go
Deployed	intel-event-pipeline	Relays transactional outbox events from Postgres to Redpanda topic bus.	Go
Deployed	intel-graph-sync	Syncs customer identity and relationship data from Postgres into FalkorDB graph store.	Go
In the codebase, no image lane yet	intel-migrations	Manages database schema migrations for intel services on Postgres.	Go · no lane
Deployed	intel-orchestrator	Dagster orchestrator for the intelligence substrate—materialising identity, conversions, and analytics assets across all stores.	Python
Applied AI & agents
Deployed	agent-api	Tool-calling endpoints for AI agents: calendar, mail, CRM and vector memory.	Go
Deployed	agent-kb-embedder	Consumes knowledge base ingestion events and embeds curated agent docs into Qdrant and FalkorDB.	Go
In the codebase, no image lane yet	agent-kb-mcp	Exposes agent knowledge base via MCP tools for semantic search and graph traversal.	Go · no lane
In the codebase, no image lane yet	agent-orchestrator	Classifies incoming tasks and dispatches work to registered agents over the event bus.	Go · no lane
Deployed	agent-runtime	Allocates worktrees, ports and lifecycles for coding-agent sessions.	Go
In the codebase, no image lane yet	clickhouse-mcp	Exposes the ClickHouse analytics and events store via MCP tools for agent queries.	Go · no lane
Deployed	code-intel-mcp	Code-intelligence tool server: symbol, call-chain and impact queries over the FalkorDB code graph.	Go
Deployed	defect-embedder	Chunks building defects, generates embeddings via Gemini, and upserts into pgvector database.	Go
Deployed	defect-ingest	Ingests PDF inspection reports into the defect index, with deduplication and clustering tools.	Python
Deployed	defects-search	Serves semantic search over building defects using Gemini embeddings and pgvector similarity.	Go
Deployed	embedding-gateway	Exposes an OpenAI-compatible /v1/embeddings endpoint, dispatching to Gemini API or local Ollama/EmbeddingGemma backends.	Go
Deployed	forge-context	Registry router: agents look up identifiers, names, tenants, brands and claims deterministically instead of guessing them.	Go
Deployed	knowledge-graph	Knowledge-graph tool server over FalkorDB: entities, relationships and traversal for agents.	Go
Deployed	openproject-mcp	MCP server exposing OpenProject API for work package management and task lifecycle.	Go
Deployed	product-search	Product semantic search with Gemini embeddings and pgvector for Solar CRM	Rust
Deployed	promstack-mcp	Read-only tool server over Prometheus and Alertmanager so agents query metrics rather than shelling out.	Go
Deployed	property-intelligence	FastAPI service for ML-based property analysis, predictions, and intelligence recommendations.	Python
Deployed	qdrant-mcp	Read-only MCP server exposing Qdrant collections, vector search, scroll, and count to agents.	Go
Deployed	rag-memory-mcp	MCP server for semantic document search, entity/knowledge graph CRUD, and RAG embeddings; emits embedding-requested events.	Go
In the codebase, no image lane yet	redpanda-mcp	MCP server exposing Redpanda broker administration: list topics, tail messages, consumer lag queries.	Go · no lane
In the codebase, no image lane yet	scip-loader	Batch loader parsing.scip protobuf files, writing symbols and source files to FalkorDB code_intelligence graph.	Go · no lane
Deployed	search-api	Semantic search with OpenAI embeddings and pgvector for SURE platform	Rust
In the codebase, no image lane yet	sure-pg-mcp	MCP server exposing Postgres PostgreSQL database for query execution and data access.	Go · no lane
Product engineering
Deployed	cashflow-api	Serves cashflow, budget, and financial forecasting APIs for the WBD platform.	Go
Deployed	core-api	Central domain API for jobs, properties, customers, billing, and CRM operations in Sure platform.	Go
Deployed	deal-checklist	Manages checklists and tracking for deal lifecycle stages in the sales pipeline.	Go
Deployed	document-processor	FastAPI service for PDF parsing, OCR, and text extraction from documents.	Python
Deployed	finance-api	Manages invoicing, bill issuance, payment recording, and Xero integrations for WBD finance module.	Go
Deployed	image-processor	Image processing service for optimization, thumbnails, and transformations	Rust
Deployed	integrations-api	Manages third-party integrations, including Xero API connections, authentication, and data synchronization.	Go
Deployed	manifest-api	API for Manifest Coffee brand events, products, and data management; emits events for domain changes.	Go
Deployed	ops-api	Operations and admin API for internal SURE platform management and business operations.	Go
Deployed	procurement	Purchase order and procurement management API, handling vendor requests and PO creation.	Go
Deployed	quote-calculator	Quote calculation engine for pricing rules, margins, and bulk quote generation	Rust
Deployed	quotes-api	Quote generation, storage and management API; publishes changes through the transactional outbox.	Go
Deployed	relationship-engine	Relationship traversal engine for multi-level CRM relationship chains	Rust
Deployed	report-generator	FastAPI service that generates financial, performance, and property reports in multiple formats.	Python
Deployed	solar-api	SURE Renewables (Solar CRM) API: quotes, pricing, scheduling, Xero integrations, and email notifications.	Go
Deployed	surebi-api	SURE Building Inspections API: lead capture, booking management, defect intelligence, and DNI phone-to-lead mapping.	Go
Deployed	surebi-report-intake	Self-service portal for authenticated PDF report uploads with automatic processing and staging.	Python
Deployed	surebi-reports	Building inspection reports API and dashboard for SUREBI, providing report generation and access.	Go
Deployed	video-processor	Video processing service for optimization, transcoding, and mobile-optimized versions	Rust
Growth & measurement
Deployed	cms-analytics-sync	Syncs content management and analytics data from the CMS platform into Data Forge systems.	Go
Deployed	growth-os-api	CRUD API for campaigns, offers, experiments, assets, launch checklists, consent policies, and suppression rules; uses outbox pattern for events.	Go
Deployed	growth-studio-api	Analytics dashboard API for campaigns and ad spend, reading from ClickHouse email engagement and Google Ads data.	Go
Deployed	intel-activation	Activates identified visitor profiles and prepares audience segments for downstream campaign execution.	Go
Deployed	intel-analysers	Serves customer-intelligence graph queries to agents over an MCP interface.	Go
Deployed	intel-analysers	Drains raw events per brand, scores bots from user-agent and behaviour ratios, and publishes the scored stream.	Rust
Deployed	intel-capi-dispatcher	Consumes lead scores from Redpanda and dispatches conversion events to Meta and Google Ads CAPI.	Go
Deployed	intel-capture-services	Captures web and app events, performs browser fingerprinting, and handles event replay indexing.	Go
Deployed	intel-collector-api	Ingests raw web and app events over HTTP, validates them, and publishes to the events bus.	Go
Deployed	intel-compliance	Handles data erasure requests, consent management, and Australian Privacy Act compliance.	Go
Deployed	intel-lead-scoring	Computes recency-weighted lead scores per brand from ClickHouse features and publishes to Redpanda.	Go
Deployed	intel-profile-api	Serves customer identity profiles and intelligence data via HTTP API.	Go
Automation for operators
Deployed	command-centre-api	Serves the Command Centre dashboard with aggregated fleet, deployment, and work-ledger data.	Go
Deployed	csv-import-worker	CSV import worker for Solar CRM lead ingestion	Rust
Deployed	lead-assignment-worker	Round-robin lead assignment worker for Solar CRM	Rust
Deployed	notification-handler	Kafka consumer dispatching booking and customer events to email via idempotent Redis-backed delivery tracking.	Go
Deployed	realtime-gateway	WebSocket/SSE gateway consuming Redpanda topics, routing authenticated event streams to connected subscribers.	Go
Deployed	scheduling-optimizer	Schedule optimization engine for contractor availability and conflict detection	Rust
Deployed	workflow-engine	Workflow automation engine for processing work item transitions and triggering actions	Rust

Apps and sites.

Customer sites, operator consoles and internal tooling, all wired to the same platform.

backstage

Serves the internal developer portal (service catalog, scaffolder, TechDocs) for Data Forge engineering.
command-centre

Serves internal Data Forge operations with real-time dashboards and analytics for team coordination.
dataforge

Presents the public Data Forge website with marketing content and company brand presence.
elixr-web

Delivers customer-facing booking flows and business management dashboards for the Elixr platform.
finance-app

Provides financial dashboards and cashflow visualization for Willoughby Building & Design projects.
growth-studio

Hosts a visual editor for Data Forge growth campaigns with flow orchestration and collaboration.
solar-crm

Provides an internal CRM for SURE Renewables sales teams to manage solar projects and customers.
sure-buildingservices

Presents the marketing and customer acquisition site for SURE Building Services.
sure-lander

Presents the SURE Group public website and brand portal with company information and services.
sure-pestcontrol

Presents SURE Pest Control's marketing site and enables online customer bookings and inquiries.
sure-renewable

Presents the marketing and customer acquisition site for SURE Renewables solar solutions.
sure-webapp

The SURE platform: authenticated dashboards, CRM and operations tooling.
surebi

Presents the SURE Building Inspections marketing site, booking flows, and searchable defect database.
wbd-intake

Provides a customer intake wizard for Willoughby Building & Design with form validation and anti-bot protection.

The estate, counted.

Every claim on this site maps to something in the repository or the cluster. These are the numbers a script reads out of the codebase, not a marketing estimate.

Repository

Services and workers: 79 (55 Go, 16 Rust, 8 Python)
Apps and sites: 14
Shared packages: 9
Kubernetes manifests: 496
SQL migrations: 609
CI workflows: 37
Commits since 2025-12: 7,390
Merged pull requests: 2,937

Cluster

k8-forge · 9 nodes

One Dell PowerEdge R740xd (72 cores, 256 GB, an NVIDIA P40) and eight HP EliteDesk minis running Talos Linux, in Perth, reached over Tailscale.

Stores, one job each

Postgres: system of record; SQL
ClickHouse: events and analytics; SQL, columnar
Redpanda: transport between services; Kafka API
FalkorDB: relationship graphs; Cypher
Qdrant: embeddings; vector search
MinIO: objects and backups; S3 API

All six stores run on node-9 by design: the one machine in the fleet built to hold state.

Nine nodes, one job each

node-1	HP EliteDesk 800 G5	6c / 16 GB	control plane
node-2	HP EliteDesk 800 G5	6c / 16 GB	control plane
node-3	HP EliteDesk 800 G5	6c / 16 GB	control plane
node-4	HP EliteDesk 800 G5	6c / 16 GB	worker
node-5	HP EliteDesk 800 G4	12c / 32 GB	worker
node-6	HP EliteDesk 800 G4	12c / 32 GB	worker
node-7	HP EliteDesk 800 G4	12c / 32 GB	worker
node-8	HP EliteDesk 800 G4	12c / 32 GB	worker
node-9	Dell PowerEdge R740xd	72c / 256 GB, NVIDIA P40	data plane23 workloads pinned

Runs the SURE group first.

Data Forge operates a group of Australian service brands on the same platform it builds for clients. Every system on this page carries real bookings, real leads and real invoices before it is offered to anyone else.

SURE Building Inspections
surebuildinginspections.au
Building and timber-pest inspections across Western Australia and New South Wales, run as franchise territories.
Systems
- A twelve-thousand-page Astro site generated from a content pipeline, with a searchable index of roughly ten thousand building defects
- Lead capture, booking and franchise routing through a Go API
- Server-side tracking, conversion APIs and the Google Ads operation behind them
- Inspection-report intake, parsing and a defect knowledge base
- A Directus CMS for the marketing team
SURE Renewables
surerenewables.au
Residential solar and battery systems.
Systems
- A solar CRM with quoting, proposals and installation pipeline
- A Rust quote calculator for pricing rules and margins
- Schedule optimisation for installer availability
- Xero integration and customer notifications
SURE Building Services
surebuildingservices.au
Building maintenance and repairs.
Systems
- A customer-acquisition site with a lead lane straight into the core API
- Quoting and job management on the shared platform
SURE Pest Control

On the shared platform

Pest management, on the same platform primitives configured for a different service line.
Systems
- Marketing site and enquiry flows
- Shared lead routing and notifications

Also built for clients

Beauty

A booking and business-management platform with online payments, an admin dashboard and its own booking and customer services.
Financial education

A client intake wizard and an adviser cockpit that turns a household budget into consequences a couple can feel, built for live sessions on a big screen.
Hospitality

A specialty coffee brand site and the API behind its events and products.

Open a conversation.

Tell us what you run today and what keeps breaking. We will tell you, plainly, what we would do about it and whether we are the right people to do it.

Talk to us hello@dataforgeai.com.au

The whole board.

Apps and sites.

The estate, counted.

Runs the SURE group first.

SURE Building Inspections

SURE Renewables

SURE Building Services

SURE Pest Control

Open a conversation.