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About

Demiton is margin protection for Australian civil contractors. It stops the five things that eat the margin on every job: rework, missed claims, disputes, cost drift and lapsed compliance. Demiton reads the ERP, field, payroll and document systems you already run into one set of registers, then runs four kinds of protection against them every day: Watch (contract windows such as extension-of-time notices), Countdown (fixed deadlines), Check (evidence that must exist, such as daily reports) and Threshold (cost against budget). A failed inspection reaches the right person the day it lands. Claim notices are drafted before the window shuts. Cost drift is flagged at $50K, not at the final account. Every insurance and licence expiry counts down at 90, 30 and 7 days. Ask about your jobs from Claude or ChatGPT via Demiton's MCP server, with every answer cited. Hosted in Australia. Free for one job under AU$2M; Baseline is AU$55,000 a year to AU$100M under watch.

About

Prefactor is a real-time evaluation, observability, and reliability platform for production AI agents. It scores every run the moment it happens for quality, drift, cost, and data risk, then wires those evaluations into action so a failing agent is caught live instead of only appearing on a dashboard afterward. Teams can observe every model call, tool invocation, and decision as structured traces and spans, run LLM-as-judge, technical, qualitative, and custom evaluations on each step, and attach context from GitHub, Linear, Jira, databases, internal APIs, or other sources as ground truth. When a run crosses a defined threshold, Prefactor can block or throttle it, pause a sensitive action, or route it to a person for approval, modification, or rejection before execution, with every decision logged. The CLI discovers agents without a platform migration, while TypeScript and Python SDKs provide native support for LangChain, Claude, Vercel AI, OpenClaw, and LiveKit.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Owners, general managers, commercial managers and project managers at Australian civil construction contractors

Audience

AI engineering and platform teams that need to evaluate, monitor, and improve production AI agents for quality, drift, risk, and cost in real time

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

AU$55,000/year
Free: one job worth under AU$2M under protection. No annual fee, no margin bonus, no credit card.

Baseline: AU$55,000 per year, flat up to AU$100M of contract value under watch (negotiated above). All five protections, every register, unlimited connected systems, a named contact, and setup plus a first-year study of what each problem has cost you. Fee reviewed against ABS CPI each anniversary.

Margin bonus (Baseline only): 25% of cash recovered on the first AU$1M recovered in a calendar year, 12.5% above that. Charged on cash recovered only; avoided cost is recorded and never billed. No per-seat, usage-meter or AI-credit charges.

Enterprise: priced on request for groups, proprietary ERPs and bespoke hosting.

Supply Nation Certified firms receive 50% off Baseline every year.
Free Version Supported
Free Trial Not Supported

Pricing

$250 per month
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Demiton
Founded: 2025
Australia
demiton.io

Company Information

Prefactor
Australia
prefactor.tech/

Alternatives

Alternatives

DeviceWatch

DeviceWatch

MeshWatch
Traccia

Traccia

Algen AI
Kantoku

Kantoku

Kantoku Pte. Lte.

Categories

GRC Supported

Demiton applies governance, risk and compliance to the construction job itself. It turns contract clauses, Acts, standards and your own commitments into tracked obligations, then checks them every day against your ERP, field, payroll and document records. Insurance, licence and certificate expiries count down at 90, 30 and 7 days, missing daily records are flagged the same evening, and every action is traced to a named user with the source attached.

Categories

Agentic AI Supported

GRC Features

Auditing Supported
Disaster Recovery Not Supported
Environmental Compliance Supported
Incident Management Supported
Internal Controls Management Not Supported
IT Risk Management Not Supported
Operational Risk Management Supported
Policy Management Supported

Integrations

Claude Supported
Agent Development Kit (ADK) Not Supported
Amazon Web Services (AWS) Not Supported
Assignar Supported
ChatGPT Supported
Datadog Not Supported
GitHub Not Supported
Google Cloud Platform Not Supported
Grafana Cloud Not Supported
Haystack Not Supported
Linear Not Supported
Llama Not Supported
LlamaIndex Not Supported
Microsoft Entra ID Supported
OpenAI Not Supported
OpenClaw Not Supported
PydanticAI Not Supported
Semantic Kernel Not Supported
Slack Not Supported
Snowflake Not Supported

Integrations

Claude Supported
Agent Development Kit (ADK) Supported
Amazon Web Services (AWS) Supported
Assignar Not Supported
ChatGPT Not Supported
Datadog Supported
GitHub Supported
Google Cloud Platform Supported
Grafana Cloud Supported
Haystack Supported
Linear Supported
Llama Supported
LlamaIndex Supported
Microsoft Entra ID Not Supported
OpenAI Supported
OpenClaw Supported
PydanticAI Supported
Semantic Kernel Supported
Slack Supported
Snowflake Supported
Claim Demiton and update features and information
Claim Demiton and update features and information
Claim Prefactor and update features and information
Claim Prefactor and update features and information