Content engines
Product descriptions, campaign copy and social posts generated in volume and in your brand voice.
Generative AI built into the way your team already works
We build generative AI tools that draft, summarise, rewrite and design at scale, using your brand rules, templates and source data. Your team stays in the editor's seat, with review steps and controls that keep every output on-brand and accurate.
GenerationIllustrative
- Output
- Text · images · docs
- Controls
- Brand and fact checks
- Review
- Human approval
- Measured by
- Edit time saved
Overview
From blank page to reviewed draft
The value of generative AI is not a single clever prompt.
It comes from fitting generation into a real process: the right inputs, consistent templates, automatic checks and a clear point where a person approves the result. We build that process around the content your business produces most.
Capabilities
What we build
Each engagement is shaped to your use case. These are the building blocks we combine most often.
Capability
Capability
Document and proposal generation
First drafts of proposals, RFP responses, reports and letters built from your templates and data.
Capability
Summarisation and extraction
Summaries of calls, meetings, long reports and case files, with key fields pulled into structured data.
Capability
Image and creative workflows
On-brand image generation, variations and resizing for marketing and e-commerce teams.
Capability
Fine-tuning and prompt engineering
Prompt systems, few-shot libraries and, where it pays off, models fine-tuned on your examples.
Capability
Guardrails and brand controls
Style checks, banned-claim filters, fact checks against source data and approval workflows.
Use cases
Where teams use it
Work this service handles well. We help you pick the one with the clearest return to start.
Browse use cases by industry- Product descriptions across a large catalogue
- First drafts of proposals and RFP responses
- Meeting, call and case summaries
- Campaign variants for ads and email
- Narrative commentary for monthly reports
- Course and training content drafts
Technology
Tools we work with
We pick the stack for your requirements and existing systems. A sample of what we use regularly.
Text models
ClaudeGPTGeminiLlamaMistral
Image models
Stable DiffusionFLUXImagenDALL-E
Tooling
Hugging FaceLangChainprompt versioning and evaluation
Engineering
PythonFastAPINext.jsheadless CMS integrations
Process
From first call to production
The same proven path for every project, sized to your scope.
01
Discover
Map the opportunity, the people involved and the outcome we will measure.
Output · Workshop02
Define
Review data, workflows and systems, then agree architecture and scope.
Output · Plan and estimate03
Prototype
Test the AI approach on your real data before building the full product.
Output · Working proof04
Build and integrate
Develop in short sprints and connect to your systems, with demos every sprint.
Output · Production release05
Launch and improve
Go live, monitor quality and cost, and improve based on real usage.
Output · Ongoing supportFAQ
Common questions
Can't find what you need? Ask us directly and we'll reply within one business day.
Ask a questionWill the output match our brand voice?
We build a voice guide, examples and automatic style checks into the system, and tune them with your team during the pilot. Most teams still review content before publishing, but the edits become small.
Who owns the generated content?
You do. We use commercial model terms that assign output rights to the customer and do not use your data to train public models.
Do we need to fine-tune a model?
Usually not at first. Good prompts, examples and retrieval cover most needs. Fine-tuning makes sense when you have many high-quality examples and need a very consistent style or lower running costs.
Related services
Often combined with
AI Automation Services
End-to-end workflows that read documents, make routine decisions and update your systems.
ExploreCustom AI Software
Complete web and mobile products with AI at the core, designed and engineered to scale.
ExploreAI MVP Development
Validate an AI product idea quickly with a working, demo-ready MVP and a clear path to scale.
ExploreStart a conversation
Pick the content your team writes most often, and we will prototype a generator for it.
Book a free consultation with our AI team. You'll leave with a clear view of feasibility, approach and next steps.