Services / Research
AI that fits the way your design team works.
Find products faster, explore design options and keep project details consistent. We build custom AI tools around your firm’s references, standards and everyday work.
See examplesSee it in your everyday work
From the task to your team's next step.
Choose an example and click through to see what your team could use.
Illustrative examples · Sample products, prices and layouts
Find the right pieces
The everyday task
A shortlist starts with a lot of tabs.
A designer opens catalogs, checks specifications and copies details into a spreadsheet before the team can compare anything.
A shared product library that saves your team from collecting the same details twice.
What changes
The details come together in one place.
We build a workflow that organizes product information, combines duplicate entries and highlights details that still need checking.
A shared product library that saves your team from collecting the same details twice.
Example search: oak · under $800
Ready for your team to shortlist
What your team can use
Start sourcing from a shared library.
Designers can compare pieces using the same information, revisit the original source and carry their shortlist into a schedule.
A shared product library that saves your team from collecting the same details twice.
Explore a room
The everyday task
Start with a room and a design direction.
Your team supplies a plan, reference images and a furniture palette. The task: explore a lobby that feels like your firm’s work.
A concrete design study to discuss, so the team can spend review time choosing and refining a direction.
What changes
Explore options within the brief.
A custom AI workflow helps develop layout and visual studies from those references. Designers compare the options and decide what to refine.
A concrete design study to discuss, so the team can spend review time choosing and refining a direction.
Layout + palette + direction for rendering
What your team can use
Bring a coherent study to the next review.
The team has a layout and material direction to discuss, develop into rendering studies and refine together. Your designers keep the creative decisions.
A concrete design study to discuss, so the team can spend review time choosing and refining a direction.
Keep details in sync
The price changed. The schedule did not.
The everyday task
One changed quote can leave several files behind.
Someone has to spot the change, work out which items it affects and make sure the team is using the latest information.
A focused review of changes, so project details can stay consistent without rechecking every document.
Source quote attached
Unclear details stay flagged
What changes
Show the change—and what is still uncertain.
We test the AI against examples from your work, improve the mistakes it makes and build a workflow that prepares changes for someone on your team to review.
A focused review of changes, so project details can stay consistent without rechecking every document.
No client-facing changes made
What your team can use
Review a prepared update, not the whole paper trail.
Your team sees what changed, why it changed and what needs checking before approving an update to the project schedule.
A focused review of changes, so project details can stay consistent without rechecking every document.
01 / Product sourcing
Build a product library your whole team can use.
Bring approved vendor catalogs, spec PDFs and product pages into one place. Keep images and details together, with a link back to the source.
Collect the details once
Gather images, materials, dimensions, finishes and pricing across your suppliers, ready for designers to search and compare.
Find pieces that fit the brief
Search by size, finish or visual similarity. Give your team a shared starting point for shortlists instead of another folder to sort.
Keep the library useful
Identify duplicate products, track catalog changes and flag missing information for someone to check.
02 / Design studies
Explore renderings, plans and layouts in your firm’s style.
We train and adapt AI using your approved project references, then put it into tools your designers can use. Your team sets the design direction and reviews the results.
Renderings with a consistent direction
Explore materials, lighting and finishes using your reference imagery and visual language. Check each study against the brief and the room.
Space planning and layout options
Explore furniture arrangements using room dimensions, circulation needs and your product shortlist. Compare options and refine the ones worth developing.
Sketches to design studies
Turn a sketch or plan into visual options. Keep the original brief and reference images close as your team develops the design.
03 / Project coordination
Catch the details that are easy to miss.
Find where AI gets your work wrong, improve those cases and connect it to the tasks your team repeats. Make it easier to review a change before it reaches a client.
Test against your actual work
Check whether the AI picked the right product, read a specification correctly or followed a design brief. Show your team what works and what needs attention.
Learn from designer corrections
Use your team’s corrections to improve the system. Check the same examples again so you can see whether the changes helped.
Prepare the repetitive updates
Compare vendor quotes, flag specification changes and prepare schedule updates for approval. Your team decides what goes into the project record.
Start with one question
What would you like AI to do for your firm?
Bring a recurring task, a set of product catalogs or a design problem. We’ll start with a focused example and agree on what a useful result looks like for your team.
Discuss your project