Kaliber
Creative diagnosis — find out where AI can transform your creative output Get a Diagnosis
Weavy.ai Creative Agency — Singapore

We build your AI creative system. You run it.

Kaliber builds your brand's design system inside Weavy.ai — curated prompt templates, element-level control, and detailed training so your team produces on-brand creative at scale. No ongoing dependency. The system is yours.

Get a Creative Diagnosis See How It Works
Weavy workflow screenshot — node-based pipeline with brand assets

How a brand design system works in Weavy

Click any node to see how each piece of the pipeline controls a specific element of the final output.

Input
Brand Assets
Logo + Palette + Type
Input
Campaign Brief
Copy + Product + Layout
Input
Style Reference
Mood + Tone
Generate
Constrained AI Generation
Flux / SDXL / Imagen
Edit
Refine & Correct
Inpaint + Mask + Upscale
Composite
Brand Compositing
Layers + Type + Logo
Adapt
Multi-Format Resize
1080×1080 · 1080×1920 · 1200×628
Output
Ad Variations
50+ on-brand variants
Output
Social Content
IG · LinkedIn · TikTok
Output
Display Banners
IAB sizes · GDN · Meta
Click a node to see how it controls the output
Brand Inputs
Processing
Production Output

What the output looks like

Every asset below was generated through a Weavy pipeline with brand constraints — not manually designed, not raw AI.

Ad Creative Example
Meta Ad Variations
6 variants from one brief, brand-locked
Social Content Example
Instagram Stories
Auto-resized, typography locked
Product Visual Example
Product Lifestyle
Scene generated, product composited
Full pipeline walkthrough — from brief input to final exported assets

What we build with Weavy.ai

We build the system, curate it to your brand, create the prompt templates, train your team, and hand it over. You produce at scale from day one.

Brand Design Systems

Your colours, typography, layouts, logos, and distinctive brand assets — codified into Weavy's node-based system. Every generation inherits your brand DNA. No drift. No hallucination.

Curated Prompt Templates

Detailed, tested prompt templates for every use case your team needs — ad creative, social posts, product shots, lifestyle imagery. No prompt engineering required. Your team picks a template and runs it.

Element-Level Control

Every individual piece of the graphic — background, product, text, logo placement, safe zones — is a controlled node. AI doesn't guess your layout. Your design system dictates it.

Minimal AI Error

AI hallucinations happen when models guess. Our workflows don't let them. By constraining generation to your brand system — locked palettes, approved assets, defined compositions — we eliminate the randomness.

Training & Handover

We don't build and disappear. Your team gets hands-on training — how to run workflows, adjust templates, and extend the system for new campaigns. The goal: you never need us again.

Scale Without Compromise

Need 50 ad variations for a campaign launch? 200 product shots for a catalogue? The design system produces at volume because every creative decision is already made.

Raw AI vs. design-system-controlled

Without design system
Raw AI output — off-brand, inconsistent
→
With Kaliber + Weavy
Brand-controlled output — consistent, production-ready

How we work

From creative audit to production-grade design systems in weeks.

1

Diagnosis

We audit your brand assets, creative volume, and team capabilities. You get a clear map of which workflows to automate and what the design system needs to include.

Week 1
2

Build & Curate

We build your design system in Weavy — brand assets locked into nodes, prompt templates crafted and tested, workflows tuned to your specific use cases. Every element curated to your brand.

2–4 weeks
3

Train & Handover

Your team learns to run every workflow, adjust templates, and extend the system for new campaigns. We hand over everything — documentation, templates, and the keys. It's yours.

Week 4–5

Give your team the power to produce at scale.

We build the Weavy system, curate every prompt template, and train your team to run it independently. No ongoing retainer. No dependency.

Start with a diagnosis — we'll map your creative pipeline, show you what the system looks like for your brand, and scope what it takes to hand it over.

Get a creative diagnosis

We'll show you where Weavy workflows can multiply your creative output.

No pitch decks. No obligation. Just a clear map of creative leverage.

Questions about AI creative production with Weavy

Weavy.ai is a professional creative platform that integrates 15+ generative models (Flux, GPT Image, Stable Diffusion, Runway, Imagen) in a node-based workflow with professional compositing tools. Midjourney gives you one image from one prompt. Weavy gives you a system — where every element of the graphic is a controlled node: background, product, text, logo, safe zones. The difference is control. We build your brand's design system inside Weavy so AI generates within your rules, not around them.
Raw AI output always looks AI-generated. That's why we don't deliver raw output. The Weavy pipeline includes compositing, colour grading, brand asset integration, typography, and professional editing — the same controls a designer uses in Photoshop, but built into the generation pipeline. Your distinctive brand assets are locked in as nodes. The output matches your brand standards because the system doesn't allow anything else.
We assess your creative operation across four areas: Creative Volume (what you produce, how often, across which formats), Brand System (your guidelines, distinctive assets, and how consistently they're applied), Team Workflow (who does what, where the bottlenecks are, which steps are manual), and Tool Ecosystem (what software you use and where Weavy integrates). You get a prioritised roadmap of which workflows to automate first and the expected impact.
Hallucinations happen when AI models guess. Our approach eliminates guessing by constraining every element: colour palettes are locked to your brand hex codes, typography is pre-defined, logo placement follows exact safe zones, and composition follows your layout rules. AI generates the variable elements (backgrounds, lifestyle scenes, product contexts) within these constraints. The result: the things that should be consistent are locked; the things that should vary are the only things AI touches.
No. Weavy's App Mode converts complex node-based workflows into simple interfaces. We build the pipeline — the model selection, compositing rules, brand enforcement — and your marketing manager or content lead runs it through a simplified UI. Input the brief, click generate, get production-ready assets. Your designers refine the pipelines; your wider team runs them.
This is a project engagement, not a retainer. The diagnosis is a fixed fee scoped after an initial conversation. The build-and-handover (system creation, prompt templates, curation, training) is project-priced based on the number of workflows and complexity of your brand system. Once handed over, your team runs it — you only pay Weavy's platform costs, which are typically a fraction of what equivalent manual production would cost. No ongoing agency dependency.