AI Workflows & Agents
Less busywork. More momentum.
Connect your tools, knowledge and processes with AI that gets work done—with the checks and approvals that keep your team in control.
Learn moreBuild AI your competitors can't buy
We design & build agents and AI products your business owns.
Design and development trusted by 100+ companies
The Problem
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Repeatable work is taking up your team’s time.
Copying data, checking documents and chasing updates leave your team less time for customers and bigger priorities.
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Your competitors seem to be moving faster.
Competitors are using AI to launch faster and reach customers sooner. You’re still trying to work out where to start.
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You found an opportunity but don’t know how to build it.
You see an opportunity for a new product or service, but lack the technical expertise and team to bring it to life.
Services
We design and build agent systems and AI products.
AI Product Development
Your next idea, made real.
Turn your expertise into an AI product your customers can use. We shape the idea, build the product, then test and improve it with real feedback.
Learn moreOur workProducts people use every day.
TestMyThumbnailsGenerative AI
Custom AI for thumbnails that earn the click.
We trained a custom thumbnail generator tailored to high-converting YouTube thumbnails, helping creators turn their video ideas into visuals designed to get noticed.
- Product users
- 50,000+
- Thumbnails generated
- 200k+
FastOutreachPersonalisation at scale
Outreach at scale. Still personal.
We trained custom models to create personalised emails designed to convert, with tailored follow-ups and data tracking. The tool scaled personalised outreach to more than 100,000 prospects.
- Prospects reached with personalised outreach
- 100k+
A focused first release in ~five weeks
How it works
Week 1Understand & plan
Understand your goals
Workshops with your team clarify the problem or opportunity, who we’re building for and what success looks like.
Finalise the plan
Together, we agree the scope, technical approach, timeline and success measures. Larger products can be delivered in phases.
Weeks 2–3Build & connect
Build the system
We turn the agreed plan into a working system, connecting it to the tools and data your team already uses. We share progress along the way, so you can try it, give feedback and help shape how it works.
Weeks 4–5Deploy & refine
Deploy, test and iterate
We test the system against real tasks and edge cases, then roll it out with your team. We help everyone get comfortable using it, track results against the success measures and use their feedback to keep improving it.
Custom Solutions
Built around your business.
Models tailored to your business
Adapt models to your expertise, tone and tasks, so your AI handles the details that make your business different.
Fine-tuning · LoRAMulti-agent systems
Bring research, analysis and creation together with specialist agents that share context and check each other’s work.
Orchestration · Parallel workAgent swarms
Handle changing tasks with agents that pass work to the right specialist, within the roles and permissions you define.
Dynamic handoffs · Specialist agentsAI that knows your business
Turn your documents and expertise into useful answers for your team or customers, with sources they can check.
RAG · Grounded answersAgents connected to your tools
Connect agents to your existing software so they can find information, update records and act with your approval.
APIs · MCP integrationsAI workflow automation
Move work from request to completion across your systems, with checks, approvals and clear handoffs to your team.
Prompt chains · Human approvalsVoice & conversational AI
Build assistants that listen, respond naturally and connect conversations to the next step in your customer or team workflow.
Speech recognition · Live conversationVision & document AI
Read text, tables and visual information from documents and images, then turn the results into structured data your team can use.
Multimodal models · Structured extractionSemantic search & matching
Find relevant information by meaning, helping people search your knowledge, match requirements or discover related content.
Embeddings · Vector searchGenerative media
Build products and workflows that create images, video and audio, shaped by your creative direction and review.
Image · Video · Audio generationPrivate AI deployments
Run suitable open models in controlled infrastructure, with access, hosting and data handling designed around your requirements.
Open models · Controlled infrastructureEvaluation & guardrails
Test AI against real examples, track output quality and define the permissions and approval steps around important actions.
Evals · Monitoring · Access controls
Where could AI
x10 your output?
Bring us a challenge, an idea or an opportunity. We’ll help you work out where AI fits and what it would take to build it.
Book a CallFrequently asked questions
Do we need to know exactly what we want to build?
You can come to us with repetitive work, a competitive challenge or an idea for a new product or service. We help you explore where AI fits and turn that into a clear scope and practical development plan.
Will we need to replace our existing software?
We start by assessing what you already use. The solution may involve configuring existing tools, connecting systems or building a custom application, depending on the requirements.
Can you build AI agents or customise a model?
Agents, access to company knowledge and model fine-tuning are options we assess against your use case. We choose the approach through testing, considering quality, cost and maintenance.
How do we keep control of the AI?
We agree what the system can access and do, when a person must approve an action, and how errors are flagged. We test these boundaries against examples from your work before launch.
How do you measure the return?
We agree measures that fit the goal: time saved, service quality, product adoption or demand for a new offer. We compare results after launch, account for running and support costs, and distinguish time freed up from cash savings.
What happens after launch?
We agree ownership, running costs and support during scoping. After rollout, we can provide ongoing support or hand over documentation and training to your team.