Capture
Collect narrative, intent and relevant product inputs through a guided experience.
Explainable AI for generative manufacturing
From human meaning to manufacturable geometry.
StoryForm is a configurable intelligence layer that translates emotionally rich human input into controlled, traceable and production-constrained 3D outcomes.
One core engine. Multiple product categories. Every output connected to the story, decisions and manufacturing rules that shaped it.
01Human input
02Structured intent
03Geometry
04Validation
05Evidence
01UAE-based
02First proof vertical in Wave 0 beta
03Physical manufacturability tests completed
The missing layer
Generative AI can create. Manufacturing demands control.
Most generative systems stop at an image, concept or isolated design suggestion. Physical production requires something stricter: semantic intent must survive translation into geometry, constraints must be enforced before production, and every meaningful design decision must remain explainable.
StoryForm is built for that transition. It connects human meaning, configurable intelligence, geometry generation and manufacturability logic in one traceable workflow.
01
Meaning in
Narrative, preferences and contextual signals become structured design intent.
02
Constraints throughout
Product, material and manufacturing rules shape the output before production.
03
Evidence out
Geometry is accompanied by a traceable explanation of the inputs and decisions behind it.
One controlled pipeline
A story becomes a system of manufacturable decisions.
The goal is not unlimited generation. The goal is controlled variation that can be understood, reproduced and manufactured.
Structure
Translate unstructured human input into a controlled semantic representation.
Configure
Apply brand, product, material and manufacturing parameters for the selected deployment.
Generate
Produce geometry within the approved design and production space.
Validate
Check the output against manufacturability constraints before downstream production.
Explain
Connect the final outcome to the source input, transformations and design rationale.
01Human input
02Structured intent
03Geometry
04Validation
05Evidence
Configured, not rebuilt
One intelligence layer, adapted through configuration.
StoryForm separates the reusable core from each market-facing application. Product categories can define their own interaction, design language, constraints and production rules while the underlying intelligence, traceability and learning architecture remain reusable.
02 / Structured intent05 / Evidence lineage retained01
Core intelligence
Translates human input into structured design intent.
Reusable technical asset02
Explainability layer
Preserves the relationship between source input, decisions and output.
Governance and trust03
Manufacturing guardrails
Applies product and production constraints before handoff.
Lower execution risk04
Deployment configuration
Adapts the workflow to a category, brand or manufacturing context.
Faster repeat deployment05
Evidence layer
Captures consented input, output and evaluation signals.
Compounding product intelligence01Human input
02Structured intent
03Geometry
04Validation
05Evidence
The application changes. The infrastructure compounds.
Reusable core asset
04 / GeometryValidated physical artifactFirst controlled validation environment
Be Olivia proves the engine through a demanding physical product.
Be Olivia is StoryForm’s first market-facing application. It uses personal stories and preferences to create unique ring designs, then connects those designs to a real manufacturing path.
The vertical tests whether StoryForm can preserve meaning, generate controlled variation, produce manufacturable geometry and support an end-to-end commercial journey.
243
Wave 0 beta community
≈1,000
Registered interests
Working productPhysical test artifactsManufacturing path validated
01Human input
02Structured intent
03Geometry
04Validation
05Evidence
StoryForm case file
BO / 002
Case subjects
Mariam + Rashid
Evidence state
Cultural heritage geometry
Trace status
Design visualization
Story → Design Logic → Sketch → Ring
A memory of the Gulf, translated into governed geometry.
This second Be Olivia case shows how StoryForm can structure culturally and emotionally rich input without reducing it to a literal symbol or decorative prompt result.
01Human input
02Structured intent
03Geometry
04Validation
05Evidence
Input evidence register
Human source material feeds the governed transformation.
Stage 01 → 02 / source to intent
01 / StorySource subject
“At dawn, my grandfather would return from the Gulf with salt on his hands, a pearl in his palm, and a quiet prayer of gratitude to Allah. His life taught me that faith, patience, and surrender can transform pressure into something luminous. I want a ring whose flowing lines echo the sea and whose woven geometry recalls Al Sadu, carrying his memory and my belief that every trial holds meaning.”
Inspired by: Faith · Memory · Gulf · Al Sadu
Faith remains part of Mariam’s source narrative. The design language uses stillness, rhythm, patience and light, with no literal religious symbol introduced.
02 / Design logic
Meaning becomes a governed set of form rules.
Cultural references are separated into traceable design inputs. Each input has a defined geometric role before material visualization begins.
01GulfFlowing band ridgesChased lines carry the movement of sea currents into the ring profile.
02Al SaduWoven diamond bordersA raised structural border recalls woven geometry without copying a literal textile.
03Pearl divingCentral pearl domePressure, patience and discovery converge in one light-catching focal point.
04Salt and surrenderGranulated field + calm horizonTexture preserves the salt memory while a smooth horizon introduces stillness.
03 / SketchSelected geometry
Form intent
Al Sadu borders, Gulf-current ridges, a pearl dome and a quiet horizon remain legible in one selected form.
Constraint intent
The blueprint records an approximate 8 mm width and 2 mm wall for downstream validation.
04 / Ring
The same geometry, carried into material intent.
Production-intent view
Production-intent viewArtifact status
Design visualization
Geometry state
Selected case geometry
Material intent
21K yellow-gold intent
Evidence boundary
These are production-intent visualizations of the selected design in 21K yellow-gold intent. They are not presented as photographs of a manufactured precious-metal artifact or as final production certification.
01StoryMariam’s source narrative, the remembered life of Rashid by the Gulf, and their shared continuity
02Design logicFour cultural and emotional inputs translated into governed form rules
03SketchSelected annotated blueprint with approximate width and wall intent
04RingTwo production-intent views of the same geometry in 21K yellow-gold intent
Evidence Engine / vertical deploymentOne engine / two proof verticals
The same translation system can hold what continues after someone is gone.
Be Olivia / rings
Identity, relationships and milestones become configured ring forms.
Be Olivia Memorial / pendants
Continuing bonds and remembrance become configured pendant forms.
StoryForm case file
BOM / 001
Proof vertical
Be Olivia Memorial
Evidence state
Illustrative translation story
Trace status
Pendant design visualization
Story → Structured intent → Geometry → Pendant
A place of quiet, translated into a form that can be carried.
Source state
Approved illustrative relationship
Geometry state
Annotated pendant blueprint
Artifact state
Gold-toned design visualization
The Embrace shows how StoryForm can preserve a continuing bond without reducing it to a literal symbol. A source relationship is made explicit as form rules, then translated into pendant geometry with a visible provenance trail.
01Human input
02Structured intent
03Geometry
04Validation
05Evidence
01 / StoryApproved illustrative source
Source relationship / illustrativeArtifact status / consented source“Her mother’s embrace was the place where everything became quiet. Years later, that feeling was what she wanted to keep close.”
The relationship is presented as an illustrative translation story. No person, loss or family history is reduced to a generic memorial symbol.
02 / Structured intent
A continuing bond becomes governed form rules.
The emotional source is separated into visible design inputs before geometry or material visualization begins.
01Being heldTwo enclosing curvesTwo distinct curves establish a protective outer gesture.
02Quiet safetyProtected inner spaceThe central negative space remains open, held within the surrounding form.
03ConnectionCrossing pathsThe curves cross without collapsing into a closed emblem.
04Human memorySoft asymmetryControlled asymmetry prevents the object from reading as a generic icon.
03 / Geometry intent
One relationship. One non-literal pendant geometry.
Source relationship → pendant geometryGeometry record / annotated04 / Validation intent
The configured form keeps a continuous wearable loop, an integrated bail and protected negative space. Manufacturing specifications remain subject to downstream technical validation.
05 / Evidence view
The same geometry, read as a pendant.
Two material views preserve the same form while making crossing curves, protected space and surface depth legible.
Gold-toned design visualization. Not presented as a manufactured precious-metal artifact or final production certification.
Design visualizationConfigured artifact
Design visualizationConfigured artifact01StoryA continuing bond, represented as approved illustrative source material
02Design logicFour explicit rules translate the relationship into governed pendant intent
03GeometryAnnotated pendant blueprint with visible source-to-form reasoning
04PendantTwo design visualizations of the same configured form
The evidence is not the pendant alone. It is the visible path between a human bond, explicit design logic and a configured physical form.
Explore the Be Olivia Memorial proof verticalStoryForm case file
BO / 001
Proof vertical
Be Olivia
Evidence state
Material visualization
Trace status
Active
Story → Sketch → Ring
A story you can trace all the way to form.
This Be Olivia case makes the translation visible: the source story, extracted intent, alternative geometries, selected design and material visualization remain connected as one evidence chain.
01Human input
02Structured intent
03Geometry
04Validation
05Evidence
01 / Human inputSource narrative
Lina + Aarav“They met beneath an old oak tree, where her free spirit and his Hindu roots seemed worlds apart, yet somehow perfectly aligned.”
The oak became their shared place: a symbol of shelter, growth and connection.
02 / Structured intent
Meaning becomes usable design input.
ShelterRootsGrowthRainTogetherness
03 / Geometry alternatives
One story. Three constrained interpretations.
The Oak’s Embrace
Annotated design blueprint
Rainfall Canopy
Annotated design blueprint
Oak Shelter
Annotated design blueprint
04 / Validation logic
The design sheets expose meaning, form and production constraints together, including a 6 mm width, 2 mm wall and comfort-fit profile.
Selected geometry
Oak Shelter carries the Om, doves and intertwined roots into one chosen, explainable ring form.
05 / Evidence view
Selected form, seen in material.
Two views preserve the same selected geometry while making surface, depth and symbolic details legible.
Production-intent material visualization. Not presented as a manufactured precious-metal artifact.
Production-intent render
Production-intent render01Human inputThe couple’s source narrative
02Structured intentFive traceable story motifs
03GeometryThree distinct interpretations
04ValidationWidth, wall and profile constraints
05EvidenceSelected design and material views
Build a category, not a one-off demo
Deploy explainable generative manufacturing around your product and production reality.
StoryForm is designed for brands, manufacturers and innovation teams that want controlled physical products without building the full intelligence and traceability layer from scratch.
01
Consumer and luxury brands
Create governed personalization that remains faithful to brand and product rules.
02
Manufacturers
Receive geometry shaped by agreed production constraints, with clearer design provenance.
03
Corporate innovation teams
Test a generative product proposition through a measurable, scoped pilot.
04
Platforms and marketplaces
Add a configurable story-to-product workflow to an existing customer journey.
Commercial path
Pilot first. Configuration-led deployment next.
A StoryForm pilot starts with one product category, one defined user journey, one production path and a shared measurement plan. The architecture is designed to support API and white-label deployment as the interface and production path stabilize.
Define a pilot with StoryForm01
Define the use case
Set the product category, user journey, production path and success measures.
02
Configure the deployment
Apply the relevant brand, geometry, material and manufacturing parameters.
03
Run controlled users
Capture evidence on technical fit, response quality and operator workflow.
04
Validate outputs and economics
Assess manufacturability, customer response and the route to repeat deployment.
05
Decide on scale
Move forward only when the evidence supports a governed production path.
Why StoryForm
Built to create enterprise evidence, not only generated objects.
The defensible asset is not one output. It is the controlled system that connects source meaning, configuration, geometry, production rules and evidence.
03 / Versioned geometry05 / Reproducible evidence01
Explainable by design
Outputs stay connected to the human input and transformation path behind them.
02
Manufacturing-aware
Generation happens within a defined product and production context.
03
Vertical-agnostic core
Applications can change while the reusable infrastructure remains.
04
Data with provenance
Consented interactions can create structured evidence for improvement and governance.
05
Capital-efficient deployment
A configuration-led model is intended to reduce repeated custom development.
Company
Built in the UAE for a new generation of physical products.
StoryForm is developed and operated by GIRUNALABS FZCO in the United Arab Emirates. The company combines founder-led product strategy with dedicated technical, operational, content and financial capacity.
UAE operator3.3+ FTE-equivalent execution capacity
Founder-led product strategyGwenn Goormans
Founder and CEO
Building explainable generative manufacturing systems that connect human meaning, controlled geometry and real-world production.
LinkedInHV
Hedwig Van Doninck
CFO and Business Advisor
Financial discipline, governance and strategic scaling support for a capital-efficient infrastructure company.
Embedded finance and business expertise
LinkedIn Enterprise pilots
Bring one product category. Leave with a testable manufacturing intelligence layer.
We are selecting corporate and manufacturing partners for focused pilots in the UAE and internationally.
Discuss a pilotgwenn@story-form.ai