Image Generation Agent
Brand-consistent images at scale — product shots, social variants, ad creatives, illustrations.
Features
5
Tech
13
Steps
5
Image Generation Agent
Capabilities
What this agent does
Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.
Feature 01
Brand-trained LoRA
Custom model fine-tuned on your visual identity.
Feature 02
Batch generation
Generate 100 variants overnight from a prompt template.
Feature 03
Style transfer
Apply your brand style to existing photos.
Feature 04
Product photography
Place products in lifestyle scenes without a photoshoot.
Feature 05
Social size variants
Auto-export for IG, FB, X, LinkedIn, web hero.
Stack
13 technologies we use
Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.
System at a glance
How the agent flows
A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.
Inputs
Agent
Image Generation Agent
Plan → tool-call → reflect, with approval gates.
Tools the agent calls
Outputs
Engagement
How we roll it out
A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.
- 01
Visual brand audit
Collect 200+ on-brand reference images.
- 02
Train LoRA
Fine-tune Stable Diffusion or FLUX on your assets.
- 03
Prompt library
Build templates for product, lifestyle, abstract, banner.
- 04
Generate + QC
Batch runs with auto-flagging of off-brand outputs.
- 05
Publish pipeline
Cropped, watermarked, exported to your CMS/CDN.
Outcomes
What you can expect
Real numbers we see when Image Generation Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.
Outcome 01
10×
Variant volume
Per brief, with A/B-ready alternates baked in.
Outcome 02
98%
Brand consistency
Tone + visual identity match score on QC review.
Outcome 03
−60-80%
Production cost
Vs equivalent agency or in-house team for repeatable assets.
Sample use cases
What this looks like in practice
Three concrete scenarios where teams deploy Image Generation Agent today. Your engagement starts with one of these (or your own variant) and expands from there.
Always-on social calendar
One brief becomes 30+ on-brand posts across LinkedIn, IG, X, TikTok — scheduled, performance-tracked, with the top performers feeding back into the writer.
Product photo generation
An e-commerce shop without a studio gets lifestyle scenes for every SKU — different backgrounds, demographics, seasons — at a fraction of a photoshoot.
Long-form to short-form pipeline
A podcast or webinar gets episode notes + 10 audiogram clips + a blog post + a newsletter — all generated overnight from the raw recording.
Typical engagement
From kickoff to live in 4-8 weeks
Most Image Generation Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.
2-3 weeks
Pilot
- Discovery + playbook write-up
- Tool design + guardrails
- Eval suite + sandbox deploy
2-4 weeks
Production
- Hardened deploy on your stack
- Observability dashboard + alerts
- Two-week supervised mode
Ongoing
Handover & support
- Runbook + team training
- Monthly tuning + eval review
- Pause or expand any time
Indicative range
$1,500 — $5,000
Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.
Or hire us by the week
from $600/wk
Embedded retainer — best for evolving scopes.
Also in Creative & Content
Related agents
Often deployed alongside — or instead of — Image Generation Agent.
Marketing Copy Agent
Brand-voice-trained writer for ads, social posts, email campaigns, and landing-page copy.
View detailsPodcast Production Agent
Edits audio (filler/silence removal), generates show notes, social clips, and full transcripts.
View detailsVideo Editing Agent
Auto-cuts long footage into short-form clips, adds captions, and exports per platform.
View detailsNewsletter Agent
Curates relevant news + drafts a personalised daily or weekly newsletter in your voice.
View detailsReady to ship Image Generation Agent?
Tell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.