Related Products
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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.
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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.
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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
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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
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Audience
Owners, general managers, commercial managers and project managers at Australian civil construction contractors
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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
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Supported
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Screenshots and VideosNo images available
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Screenshots and Videos |
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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
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Pricing
$250 per month
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Supported
Live Online
Supported
In Person
Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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Company InformationDemiton
Founded: 2025
Australia
demiton.io
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Company InformationPrefactor
Australia
prefactor.tech/
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Alternatives |
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CategoriesDemiton 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. |
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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
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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
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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
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