AI assurance · live in production
Live inSydney · Melbourne · Adelaide · Perth
CoverageNCC · BCA · APRA CPG 230 · ISO 19011

Compliance, forged
by automation.

Hephaistos builds traceable AI agents for regulated work — surveying, brokerage, audit, and consulting. Every output cites its source. Every decision is reviewable. Every model is governed.

See the products →Book a walkthrough
— 01 / Assurance

Four commitments
we make before
we ship a single
token.

Every Hephaistos product is engineered against the same assurance spine. If a feature can't be traced, named under a standard, reviewed by a human, and stored securely — it doesn't ship.

  • 01
    Traceable.
    Every claim cites the page, paragraph, and revision it came from. Provenance is not an export — it's the data structure.
  • 02
    Standards-aligned.
    Outputs are mapped to named clauses — NCC, BCA volumes, ISO 19011, APRA CPG 230 — so reviewers see the rule, not just the rationale.
  • 03
    Under oversight.
    A licensed human signs off every consequential output. The model proposes; the practitioner disposes.
  • 04
    Secure by default.
    Data stays inside your tenancy. Training is opt-in, encrypted at rest, and isolated per engagement.
94%Outputs accepted by reviewer on first pass
100%Every output cites page and clause
0Customer records used to train any model
— 02 / Products

One flagship.
Two in early adoption.

Murrai is live with regulated teams today. Daivid and Johnai are in pre-alpha with selected early adopters — building on the same assurance spine.

Flagship · liveDocument intelligence

Murrai.

The document intelligence platform — live with regulated teams today.

Murrai is our flagship — running in production across surveying, audit and engineering teams. It reads contracts, specs and inspection reports faster than any team could, with every output cited to its source.

  • Parses PDFs, scans, CAD exports, contracts and inspection reports
  • Extracts entities, clauses and structured tables with provenance
  • Powers retrieval for Daivid, Johnai and your own internal agents
  • Available as API or in the Hephaistos workbench
Open Murrai →Read the docs
murrai · contract-build-21.pdf · 184 pages● parsing
Source
Extracted
Party · Acme ConstructionsClause 14.2 · liability capVariation · $48,200Date · 14 Mar 2026Defects period · 12 moRetention · 5%Cited · p.42 §7
Pre-alphaEarly adopters · BCA consultants

Daivid.

The BCA consultant who builds the compliance, not just reads it.

Daivid reads your drawings, specs, and consultant reports — then writes the BCA compliance directly into your PDF and wires every clause back to its source in your project file. Currently in pre-alpha with a small group of BCA consultants.

  • Reads architectural sets, specs, fire engineering and access reports in-context
  • Drafts Section J, Part D, Part E performance solutions with cited clauses
  • Marks up and annotates the PDF itself — no re-export, no re-numbering
  • Connects each annotation to your live report so updates propagate both ways
Request Daivid early access →See the workflow
daivid · project · NCC 2025 · pre-alpha● drafting
Clause J1.3 cited
Performance Solution
Linked to Report §4.2
Compliance pass
42 / 48
Drafting now
Clause E2.2a
Open queries
3
Pre-alphaEarly adopters · Brokers

Johnai.

Broker-side data entry, traced and completed for every payslip.

Johnai pulls income, deductions and identifiers from every payslip — fills your serviceability template line-by-line, and leaves a citation back to the exact pixel it came from. Currently piloting with selected mortgage and finance brokers.

  • Ingests scanned, emailed and screenshot payslips at any quality
  • Resolves gross/net, allowances, salary sacrifice and overtime to broker-ready fields
  • Cross-checks against ATO, bank statements and prior submissions for drift
  • Every cell traces back to a highlighted region in the source document
Join the Johnai pilot →See the workflow
johnai · payslip-batch-0428.pdf · 12 of 12● verifying
Gross income · YTD$148,422.16p.1 · region 4
Net per period$4,318.04p.1 · region 9
Employer ABN52 098 776 234p.1 · header
Pay frequencyFortnightlyp.1 · region 2
Salary sacrificeextracting…p.2 · scanning
Allowances (non-tax)$612.00p.2 · region 3
— 03 / Product Assurance

Four stages.
Every output, every time.

The same loop runs inside every Hephaistos agent — auditable from the first ingested page to the signed-off deliverable.

STAGE 01
Input.
Ingest the artefacts a practitioner would — drawings, specs, payslips, contracts. No prompt engineering required.
STAGE 02
Analysis.
Multi-agent reasoning across documents and standards — every step logged, every claim cited.
STAGE 03
Review.
A licensed human reviewer disposes every consequential decision before it leaves the workbench.
STAGE 04
Output.
A signed, traceable deliverable — PDF, report, or structured payload — wired to its evidence trail.

Build it with
oversight baked in.

Pilots run in four weeks. Murrai is available today; Daivid and Johnai are accepting a handful of early adopters this quarter. Tell us your hardest assurance problem and we'll wire it into your existing review process.

info@hephaistos.pro →Read the assurance brief