What is Demiton
Construction firms run on multiple disconnected systems - ERP, field ops, payroll, document management, estimating. Every system holds a partial view. Every handoff loses fidelity. Every 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.
The result is not a technology problem. It is a memory problem. Firms do not lack data. They lack a structured place where the operational reality of every job is bound to the entities it is about - workers, projects, estimates, ground conditions, vendors - and where that record persists, accumulates, and informs the next decision.
Demiton is the universal memory layer for construction. Talk to it through your AI.
Demiton reads from your systems, structures the result against domain entities, and makes the resulting knowledge queryable through Claude or ChatGPT. Every operation writes back to the memory layer. The longer you run jobs through Demiton, the better the next one gets.
Universal Memory is the heart of it: one continuous, sourced record of a civil job from the public market, through the award, into delivery, and back out as reporting to government. Everything else in the platform feeds that record or is a lens onto it.
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 | Cross River Rail preview - free, no account |
| You have historical contract data and want to ask Claude questions about it | Insights - AU$899/mo (AU$9,000/yr) self-serve |
| You want live data from your ERP, field ops, or payroll connected | Connected - AU$4,167/mo - contact us |
| You need multi-system integration, custom reports, or bespoke terms | Custom - contact us |
All tiers serve the same buyer: Australian civil construction firms with $50M to $250M revenue. What changes between tiers is the data scope - public records, your historical uploads, or your live operational systems.
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
Demiton is six surfaces. Five live in the app; one is the external door through your AI client. Three of them (Market, Projects, Memory) are lenses on the public-to-private life of a job, joined at the award. Studio and Ask Demiton are the two AI surfaces. Prequalification is the eligibility lens upstream of the market.
| 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 |
| Prequalification | Declare your standing and track what keeps you eligible |
| Projects | Deliver work you have won, reading from your own systems |
| Memory | The whole sourced story; where you declare a win at the seam |
| Ask Demiton | Use Demiton from Claude, ChatGPT, or your IDE over MCP |
For how these fit into one continuous record, see How Universal Memory works.
What the platform does
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
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
Every reconciliation, every allocation, every form submission writes a structured record back to the memory layer, bound to the canonical worker, project, or asset. After 50 jobs, the platform knows more about how to run work for your organisation than any single person on the team. After 500 jobs, that knowledge cannot be replicated by a competitor who starts tomorrow.
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 for seven years.
Tiers
Demiton is a single platform with tiered access. Pricing scales by company revenue band, not by seat count. All paid tiers include unlimited users. Every tier includes MCP access - what changes is the data the MCP can read.
Public - Free
The public-data layer. 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 the Cross River Rail project preview - real contractor data from AusTender, real entity data from ABR, real weather from BOM, on a project every Queenslander recognises.
Insights - AU$899/mo (AU$9,000/yr)
Self-serve. Credit-card payment. No implementation fee. Upload your historical contract and estimating data; Demiton applies the open-source procurement classification framework and you ask Claude where your rates held against actuals.
- Public-data scope plus your uploaded contracts
- 10,000 hosted classifier API calls per month
- Two analyst-prepared custom briefs per quarter
- Direct email support, business-hours response
Indigenous-certified businesses access Insights at $2,000/yr. Eligibility: current Supply Nation certification.
Connected - AU$4,167/mo (AU$50,000/yr)
Demiton starts acting on your live data, not just analysing uploads.
- 1 to 2 of your systems integrated (typically Business Central + one of Assignar / KeyPay / SharePoint / Dropbox)
- Per-project P&L, structured site diary records, compliance dashboards
- Memory compounds across your live operational history
- 100,000 classifier API calls per month
- Implementation Fee charged separately. Contact us to discuss.
Custom - 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.
- 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 a Custom deployment.
Getting started
- Quickstart - sign up, ask your first question, connect a system
- How Universal Memory works - the spine that ties it all together
- Explore the public layer - Cross River Rail preview, no account required
- Connect your AI client - Ask Demiton over MCP
- Talk to sales for Connected or Custom - contact us to scope a deployment