Moonshop
smarter, safer, lower-carbon structures
Built for teams who face enterprise-grade sustainability pressures without enterprise budgets, staff, or time.
SME architecture, engineering and construction firms are caught between rising expectations and inadequate tools.
Slow sustainability analysis
Embodied carbon calculations that should take minutes consume days of manual spreadsheet work, often done too late to influence design decisions.
Manual risk reviews
Site defect triage relies on handwritten notes, photographs filed in email threads, and engineer memory — inconsistent and hard to audit.
Heavy enterprise platforms
The tools that do exist cost six figures and require multi-month onboarding. A small consultancy can't absorb that overhead.
Messy and fragmented data
BIM models, site photos, climate datasets, and sensor feeds live in disconnected silos. Nobody has time to join them up before the client meeting.
Three agents. One coherent platform.
Moonshop gives SME architecture, engineering and construction teams access to three specialist sustainability intelligence tools — each designed to answer a specific class of engineering question, quickly, reproducibly, and reliably.
Carbon Agent
Analyses IFC materials against embodied carbon databases. Suggests lower-carbon structural alternatives. Quantifies savings per swap.
Defect Agent
Processes site photos with computer vision to flag common and uncommon defects based on large training data. Triages by severity. Links findings to model elements.
Resilience Agent
Overlays climate projection data onto your building model. Scores flood, heat, wind and natural hazards for your geography based on large training data. Recommends design adaptations.
Outputs are report-ready. Every tool run produces dashboards, issue lists, annotated images, PDF exports, and shareable links.
Moonshop is developed by a senior civil and structural engineer. These outputs are an early-stage sustainability trigger for design decisions — not a replacement for a full whole-life or lifecycle carbon assessment where your project requires one. Apply your own firm’s QA processes. Moonshop is decision-support at the front end of design, not the final word on compliance-grade LCA. Yet.
Built for the firms doing the actual building.
Structural & Civil SMEs
Consultancies of 5–50 engineers who need sustainability analysis to be a workflow step, not a project milestone.
Architects
Design-led practices who need carbon and resilience data early enough to inform material and form decisions.
Contractors
Main contractors managing site quality assurance who need consistent, documented defect records without adding admin overhead.
Owners & Operators
Asset owners who need a credible view of their portfolio's climate exposure and embodied carbon baseline for reporting and investment decisions.
Right-sized for the firms that actually build things.
- ✓ Right-sized for SMEs. Quota-based plans that scale with project count, not headcount. No six-figure contracts, no six-month onboarding. Free tier included.
- ✓ Engineer-aligned. Designed by a Senior Civil and Structural Engineer with 10 years experience in the field for engineering workflows — outputs speak the language of project teams, not data science teams.
- ✓ AI-heavy where it matters. Computer vision for defect detection, leading LLM-powered reasoning for carbon optimisation — applied where they save real engineering hours.
- ✓ Auditability by design. Every tool run is versioned, assumption-logged, and reproducible — an engineering tool you can defend in a client meeting.
- ✓ IFC-native and vendor-neutral. Works with Tekla, ArchiCAD, Revit exports, or any open BIM tool. No lock-in to a single authoring environment.
What teams actually get.
Minutes to insight
Upload an IFC, get a full carbon analysis with material breakdown and reduction opportunities — before your next client call, not your next project phase.
Lower embodied carbon
Identify high-impact swap opportunities early, when design is still fluid. Quantified per-material savings so recommendations are actionable, not aspirational.
Faster defect triage
Computer vision triages site photographs by severity, links to model elements, and generates structured defect reports — eliminating the manual review backlog.
Resilience guidance
Climate scenario analysis mapped to your specific building model, with design adaptation recommendations grounded in climate projection data.
Consistent reporting
Every run produces the same structured outputs — dashboards, issue lists, PDF exports, share links — so reporting becomes a process, not a bespoke task.
Secure by default
Multi-tenant architecture with clear data isolation. Your models and analyses stay yours — no training on client data, no cross-account visibility.
A reliable engineering tool.
AI in engineering carries genuine responsibility. Moonshop is designed for professionals who need to stand behind their outputs — so we've built the trust architecture in from the start.
Clear confidence levels
Every output includes explicit confidence scores and the assumptions driving them. No unexplained numbers.
Assumptions logged
Every tool run records the inputs, parameters, and data sources used — reproducible and auditable.
Secure multi-tenant architecture
Strict data isolation between firms. Your models and analyses are never visible to other users or used for training.
LLM-swappable by design
Agent schemas are decoupled from any single provider. As better models emerge, outputs stay structured and consistent. Self-improving over time.
Built by a Senior Civil and Structural Engineer with 10 years experience in the field.
Credibility built in. 10 years across structural delivery, embodied carbon reporting, and real-world defect triage — so the outputs match how engineering decisions are actually made.
