What is Demiton
The overrun that never happens.
Rework, missed claims, disputes, cost drift, lapsed compliance - the same five things erode margin on every civil job, and Demiton exists to catch each one before it costs you. See the five diseases for how, disease by disease. All five protections run every day, each against the registers that hold its facts, and every fact they run on is one question away in Claude or ChatGPT.
Demiton fills your registers from the systems you already run, in a published format, and makes the result queryable from Claude or ChatGPT over the Model Context Protocol.
That sentence is the mechanism. Your jobs run through multiple disconnected systems - ERP, field ops, payroll, documents, estimating. Each one holds a partial view, and every handoff loses fidelity. A job ends without anyone capturing what worked, what didn’t, who performed, which conditions drove cost - the knowledge leaves with the people who finish the project.
Demiton keeps that record. Every job, bound to the workers, projects, estimates, ground conditions and vendors it’s about, in one place that persists, accumulates, and informs the next decision - the longer you run jobs through Demiton, the better the next one gets.
That record is Civil Memory: one continuous, sourced story of a civil job from the public market, through the award, into delivery and close-out. Everything else in the platform feeds it or is a lens onto it.
Where to start
Section titled “Where to start”Not sure which tier fits your situation? Here’s the fast path:
| Your situation | Where to start |
|---|---|
| You want to explore with no commitment | Quickstart - free tier, no credit card |
| You want your own ERP, field ops, or payroll read and watched | Baseline - AU$55,000/yr, cover to AU$100M - talk to us |
| You need multi-system integration, custom reports, or bespoke terms | Enterprise - cover negotiated above AU$100M - contact us |
Current pricing for every tier is published at demiton.io/pricing.
All tiers serve the same buyer: Australian civil construction firms, AU$10M-150M revenue, 30-200 people, self-perform with owned plant. What changes between tiers is the data scope - public records, your historical uploads, or your live operational systems.
How you use it
Section titled “How you use it”Ask Demiton is the universal interface. Every tier reads through it. What changes between tiers is the data scope the MCP can see - public records, your uploaded contracts, or your live integrated systems.
You ask Claude or ChatGPT a question. The MCP serves the answer - sourced, identity-filtered, attributable. There is no separate UI to learn. The platform inherits the AI tool you already use.
The web app at app.demiton.io is for configuration, audit review, and direct workflow operation. Day-to-day questions - “which estimator’s rates held last quarter?”, “who performed best on coastal sand?” - happen in your AI client.
The product: six surfaces
Section titled “The product: six surfaces”Demiton is six surfaces. Five live in the app; one is the external door through your AI client. Market and Memory are lenses on the public-to-private life of a job, joined at the award, and Protection is where the job’s margin is defended. Studio and Ask Demiton are the two AI surfaces. Agents runs scoped, budgeted tool loops over the whole spine.
| Surface | What it is |
|---|---|
| Studio | The in-app AI: ask, and the platform answers with sourced results and reports |
| Market | Discover and pursue public civil work - planning, tenders, awards |
| Protection | The five diseases that erode margin, caught in the register that already holds the fact. Every tier |
| Memory | The whole sourced story, and the seam where a public award becomes your delivery project |
| Agents | Scoped tool loops that propose org config or produce reviewable artifacts (Baseline). The app labels this page Agents & ML |
| Ask Demiton | Use Demiton from Claude, ChatGPT, or your IDE over MCP |
Those six are the product surfaces. The app also carries two configuration surfaces: Systems (/connectors), where you connect your own systems, and the Control Room (/workflows), where workflows and runs are managed. See Navigating the Platform for the full map.
The former Prequalification (labelled Compliance) and Projects surfaces were retired in
September 2026; both are now carried by Protection, and their old URLs redirect to /protection.
For how these fit into one continuous record, see How your registers become one record.
What the platform does
Section titled “What the platform does”Reads your stack
Section titled “Reads your stack”Demiton reads from estimating, finance, field ops, payroll, document stores, and public data sources through the connector layer. It does not replace any of them. Your systems of record stay where they are.
- Per-project P&L from Business Central, refreshed nightly
- Budget-to-actual integrity across labour, plant, materials, and subcontract costs
- Cross-system identity reconciliation between ERP, field ops, and payroll
- Site diaries, allocations, and compliance forms from Assignar
- Document retrieval from SharePoint and Dropbox, identity-filtered against the source ACLs
Reconciles every night
Section titled “Reconciles every night”Estimates against actuals. Allocations against payroll. Ground-condition variations against the bid. The variance is surfaced - and attributed to the entities it touches - without anyone running a report.
Compounds memory
Section titled “Compounds memory”Every reconciliation, every allocation, every form submission writes a structured record back to the memory layer, bound to the canonical worker, project or asset. Records supersede rather than overwrite, so the history is preserved and every question can be answered as at a point in time. What accumulates is your own operation - rates, crews, conditions, subcontractor performance - which is why it cannot be copied from public data or a product demonstration.
Executes safely
Section titled “Executes safely”Writes back to your systems run through the Workflow Runtime - simulation first, approval second, production third. Every action is identity-bound and recorded in the audit trail.
Demiton is a single platform with tiered access. Tiers map to lifecycle reach, not company size or seat count - see How your registers become one record for how far each tier goes. All paid tiers include unlimited users, and every tier includes MCP access - what changes is the data the MCP can read.
| Tier | Price | What it is |
|---|---|---|
| Free | AU$0 | Protection on one job worth under AU$2M. Verified business email required. |
| Baseline | AU$55,000/year | Margin protection, one flat annual fee. Up to AU$100M of work under watch, negotiated above. Protection included. |
| Enterprise | Contact us | Multi-entity consolidation, custom adapters and bespoke terms. Negotiated. |
The public-data layer, and protection on one job worth under AU$2M. Free permanently. Verified business email at signup.
- MCP access against AusTender, ABR, BOM, and CKAN OpenData
- 10 ad-hoc searches per month, 3 saved watchlists with weekly digest
- 100 hosted classifier API calls per month
The entry point is Quickstart - real contractor data from AusTender, real entity data from ABR, real weather from BOM, with no credit card required.
Margin protection, one flat annual fee. Up to AU$100M of work under watch, negotiated above. Protection is included, not an upgrade.
- All five protections, every register
- Unlimited systems connected
- Your full operational history, kept and compounding
- The year-one study: harvest, the identity graph, and what each disease has cost you
- A named contact
- Supply Nation Certified businesses pay 50%: AU$27,500 a year
The flat fee is the whole price: nothing is billed on cash recovered, and nothing on cost avoided. A claim paid, a variation approved, a dispute that never happened: yours, all of it, reported on the Proof page and never invoiced. The annual fee is indexed to ABS CPI at each anniversary and never falls. The implementation fee of AU$40,000 is a fixed price on the statement of work.
Sold directly, not self-serve. Talk to us and we set it up.
Enterprise - Contact us
Section titled “Enterprise - Contact us”For firms requiring 3+ system integrations, custom dashboards and reports, API access, or bespoke contract terms - including Tier-1 head contractors, state agencies, and organisations with more complex procurement structures. Larger firms are Baseline with the cover negotiated above AU$100M.
- Full system integration across ERP, field ops, payroll, and document management
- Custom reports and dashboards
- API access for your own integrations
- Dedicated Customer Success Manager and quarterly platform reviews
- Phone support
Contact us to scope an Enterprise deployment.
Getting started
Section titled “Getting started”- Quickstart - sign up, ask your first question, connect a system
- Navigating the platform - the sidebar, the search palette, and the shortcuts
- How your registers become one record - the spine that ties it all together
- Connect your AI client - Ask Demiton over MCP
- Build against the API - programmatic access with an API key
- Talk to sales for Baseline or Enterprise - contact us to scope a deployment
Frequently asked questions
- What is the Demiton memory layer?
- Demiton fills your registers from the systems you already run - Business Central, Assignar, Employment Hero Payroll, SharePoint - into one structured, sourced record that is queryable through Claude or ChatGPT. Every job teaches the next one.
- What tiers does Demiton offer?
- Demiton has three plans: Free (AU$0, public data via AusTender/ABR/BOM/CKAN and protection on one job worth under AU$2M, verified business email required), Baseline (AU$55,000/year, cover to AU$100M of work under watch, all five protections and every register, a named contact), and Enterprise (custom adapters and bespoke terms, cover negotiated above AU$100M).
- How do I query Demiton data through Claude?
- Demiton runs as an MCP server. Connect Claude Desktop using mcp-remote or an API key, then ask questions in natural language such as 'Which estimator's rates held last quarter?' or 'Who performed best on coastal sand?'. Every answer is sourced from your connected data.
- Which Australian civil construction firms does Demiton serve?
- Demiton is built for Australian civil construction firms - AU$10M-150M revenue, 30-200 people, self-perform with owned plant - that already run Business Central, Assignar, Employment Hero Payroll, and a document system. Demiton reads from those, keeps a register of what it read, and feeds it back into how the next job is bid.
Talk to the team
Tell us what you run - your ERP, field, payroll and document systems - and we will show you the registers Demiton would fill from them, on your data, in a 30-minute call.