Engineering,
Where computation meets construction. We use parametric modelling, generative design, and automated workflows to solve engineering problems that don't have off-the-shelf answers. From façade panelisation studies to MEP routing optimisation to early-stage massing analysis — this is the work that happens before the model is detailed.
Computational tools also accelerate work the conventional way wouldn't. Automated drawing production from a parametric model, scripted clash resolution, generated quantity reports — saving weeks of manual production time on every project.
Our engineering team blends Revit and Civil 3D with Dynamo, Grasshopper, Rhino.Inside, and Python. Whatever the tool stack, the goal is the same: reliable engineering decisions made faster.
What
Value Engineering
Cost, constructability, and performance trade-offs reviewed early so decisions save money before they're locked into the design.
Data Integration & Asset Data Management
Structured data pipelines connecting models, schedules, and FM systems into a single, queryable source of truth.
BIM Audit & Quality Validation
Independent model and data audits checked against BEP, LOD, and standards compliance before handover.
OSM BIM Integration (Off-site Manufacturing)
Models structured to feed off-site and modular manufacturing workflows directly, reducing rework between design and factory.
How
Problem definition
Working session with the engineering team to scope what computation should solve.
Prototype & rapid iteration
Build a minimum-viable computational solution; test against the real problem within days.
Integration with project workflow
Wire the prototype into the live project — version-controlled, documented, repeatable.
Validation
Confirm outputs against design intent and engineering judgement; refine until trusted.
Documentation & handover
Codebase, definitions, and usage notes handed to the team so the work outlives the engagement.
Standards
Standards
Open BIM (IFC-based exchange)
Speckle interoperability
Git-based version control
Eurocodes & local codes
Tools
Grasshopper / Rhino
Dynamo / Python
Rhino.Inside.Revit
Speckle
Civil 3D / Revit
Proof,
Modular Construction Manufacturer
Pune, India · 2024
Turning design models into factory-ready OSM data.
70%
Faster model-to-factory handoff
12
Projects run through the workflow
0
Manual re-detailing cycles needed
An off-site manufacturer was receiving architectural models that looked complete but weren’t structured for their production line — every project needed weeks of manual rework before fabrication could start. We built a parametric translation workflow that mapped incoming models directly to their panel library, cutting the handoff from weeks to days.
National Contractor
Doha, Qatar · 2023
An independent audit that caught what two internal reviews missed.
38,000 m²
Complex audited
2
Internal reviews it caught issues after
100%
Issues resolved before handover
Ahead of handover on a major mixed-use complex, we ran an independent BIM audit against the project's BEP and LOD requirements — surfacing data and geometry issues that two prior internal QA passes hadn't flagged.
Commercial Developer
London, UK · 2023
Turning a handover model into a live digital twin.
1
Live BMS integration delivered
32,000 m²
Asset connected
COBie
Data package structured for FM
A developer wanted their as-built model to do more than sit in an archive. We built the structured data pipeline connecting it to the building’s live management system, enabling real-time monitoring from day one of operation.
Precast Manufacturer
Singapore · 2023
A generative script that cut panel design time by two-thirds.
65%
Faster panel detailing
300+
Unique panels generated per project
0
Manual redetailing after rule changes
A precast manufacturer was hand-detailing every facade panel variation individually, a bottleneck on any project with more than a handful of unique conditions. We built a generative script that produces fabrication-ready panel geometry from a rule set, turning a day of detailing into an hour.
Infrastructure Authority
Abu Dhabi, UAE · 2022
A COBie handover an FM team could open on day one.
1
Direct FM system integration delivered
0
Weeks of manual cleanup needed
100%
COBie fields validated on import
An infrastructure authority had received COBie data on past projects that technically validated but was unusable in their FM system without weeks of manual cleanup. We structured the data pipeline against their FM system's actual import requirements, so handover data loads correctly the first time.
Retail Developer
Riyadh, Saudi Arabia · 2024
An automated QA script that catches issues before the weekly review.
85%
Issues caught before weekly review
6 hrs
Manual QA time saved per week
Nightly
Automated check cadence
A retail developer's model QA process relied entirely on manual checking before each weekly coordination meeting, missing issues that only surfaced days later. We scripted automated geometry and data checks that run overnight, surfacing issues before the team even sits down.
What
A model is only as useful as the data behind it. We treat that data as a deliverable in its own right — audited, structured, and built to plug into whatever system you already run, not a platform we’d prefer you switch to. That means audits that name a fix rather than just a finding, and automation built to be maintained by your team long after we've handed it over.
We don’t just check a model looks right — we validate the data behind it is usable downstream.
Scripted workflows target the repetitive steps that cost real hours, not automation for its own sake.
Our BIM audits aren’t marking our own homework — we review models built by other teams with the same rigour as our own.
Data pipelines are designed around your existing FM, ERP, or manufacturing systems, not a system we’d prefer you switch to.
Scripts and workflows ship with documentation your team can maintain, not a tool only we know how to run.
Generative and data workflows are shaped around how your team actually works, not a generic tool imposed on top.
Findings come with a remediation path, not just a list of what's wrong, so the audit actually moves the project forward.
Workflows built for a single project are structured to extend across a portfolio without rebuilding the underlying logic.
Where
Sectors
Industrial & Mfg
OSM and modular translation workflows for off-site manufacturers.
Data Centres
Asset data integration for facilities requiring live operational visibility.
Residential
Value engineering and audit support for high-volume housing programmes.
Ports & Maritime
Data structuring for long-life marine and terminal asset portfolios.
Commercial & Office
Digital twin enablement for owner-operators managing live buildings.
Perfect
Two ways to work with us, side by side — pick the shape that matches your scope, or let a discovery call decide it for you.
Single Specialist
One computational engineer for a defined script, audit, or data-integration task.
- Best for one workflow or one audit engagement
- Direct access to the engineer who builds it
- Efficient for proof-of-concept work
- Typically 2–6 week engagements
Best for
Bounded automation, audit, or data tasks.
Dedicated Team
A computational and data engineering pod for ongoing digital-engineering programmes.
- Best for continuous OSM, audit, or data-pipeline work
- Coordinated across scripting, data, and QA roles
- A named lead maintaining delivered workflows long-term
- Scales with the number of live projects running through it
Best for
Ongoing programmes across multiple live projects.
How it works
Let's have a discovery call
Share your project scope, timeline, and technical requirements — we listen before we propose anything.
Get matched to the right shape
Within a few days we propose whether a single specialist or a dedicated team fits your scope best.
Onboard and scale as needed
Start quickly, then scale the engagement up or down as the programme demands — no renegotiation required.
What
“The translation workflow they built didn’t just save time — it removed an entire stage of rework from our process.”
Head of Production
Manufacturing · Modular Construction Manufacturer
“Their audit found issues our own QA process had missed for two project stages running.”
BIM Manager
Quality Assurance · National Contractor
“We finally have asset data that our FM system can actually use, not just a model that looks good in a viewer.”
Head of Facilities
Asset Management · Commercial Developer
