Custom trained LLMs
Fine-tune an existing model on your examples to handle specialist terminology, follow your formats and perform specific tasks.
Fine-tuning · LoRAWe find where AI can make the biggest difference, then build and roll out a working solution in about five weeks.
Design and development trusted by 100+ companies
Behind every growing business are everyday processes that take more time than they should.
Copying information, checking documents and chasing updates keep your team busy. Repetitive work leaves less time for customers and bigger priorities.
Competitors are launching more and reaching customers sooner. You can see the gap, but it’s less clear how to close it without adding more work.
Could AI help you reach a new customer segment, offer something competitors don’t, or serve a market that was previously too costly? There may be room to win more business.
Automate everyday work, connect your systems and explore new ways to grow.
Turn your expertise into emails, articles and social posts, then connect publishing and follow-up in one workflow. Your team sets the direction and approves the content; AI handles the repetitive steps.
Launch campaigns faster, keep follow-ups consistent and give your team more time for strategy.
Move an approved customer brief from your CRM into onboarding tasks, without repeated data entry or missed handoffs.
Less duplicate data entry, smoother handoffs and faster customer onboarding.
AI could make a new service viable, bring your expertise to more customers, or open up a market that was too costly to serve. We help you find a promising opportunity, build a prototype and test it with real customers.
Explore new services, reach more customers and test new revenue opportunities before committing to a full launch.
Turn forms, briefs and supplier documents into usable records without retyping every detail. AI extracts and checks the information, flags anything that needs attention and prepares it for your systems.
Less manual processing, fewer retyping errors and quicker access to usable information.
Give your team a quicker route to answers buried in documents, policies and past work. Ask a question and get an answer grounded in approved sources, with references you can check.
Less time searching, faster decisions and more time to put your team’s knowledge to work.
Help your team respond while interest is still fresh. AI gathers the relevant context, prepares a useful brief and drafts a response, so the right person can review it and keep the conversation moving.
Faster replies, clearer ownership and fewer missed customer opportunities.
Custom models, coordinated agents and AI connected to your tools. We combine the techniques that fit your use case, data and budget.
Fine-tune an existing model on your examples to handle specialist terminology, follow your formats and perform specific tasks.
Fine-tuning · LoRACoordinate specialist agents across research, analysis, creation and review, with defined roles and a shared goal.
Orchestration · Parallel workLet specialist agents hand tasks and context to one another as the work evolves, choosing the right expertise for each step.
Dynamic handoffs · Specialist agentsConnect AI to your documents and business knowledge so answers draw on relevant sources your team can check.
Retrieval · Grounded answersGive agents access to approved tools so they can look up information, update records and take actions in your systems.
APIs · MCP integrationsConnect AI decisions with repeatable business processes, including routing, validation, approvals and exception handling.
Prompt chains · Human approvalsBuild assistants that listen, respond naturally and connect conversations to the next step in your customer or team workflow.
Speech recognition · Live conversationRead text, tables and visual information from documents and images, then turn the results into structured data your team can use.
Multimodal models · Structured extractionFind relevant information by meaning, helping people search your knowledge, match requirements or discover related content.
Embeddings · Vector searchBuild workflows that create and adapt images, video and audio, with your creative direction and review built into the process.
Image · Video · Audio generationRun suitable open models in controlled infrastructure, with access, hosting and data handling designed around your requirements.
Open models · Controlled infrastructureTest AI against real examples, track output quality and define the permissions and approval steps around important actions.
Evals · Monitoring · Access controlsWeek 1Understand & plan
One-hour workshops with your team establish the workflow, the problem and what success looks like.
Together, we agree the scope, technical approach and success measures before development begins.
Weeks 2–3Build & connect
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
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.

I'm Andrew, founder of Flowspark. After working with hundreds of clients through our design and development agency, I now lead our AI implementation service. You'll work directly with me to scope, build and launch your system.
Over the past six years, I’ve built AI products and workflows used at scale—from a YouTube thumbnail generator used by more than 50,000 users to personalised marketing workflows reaching hundreds of thousands of leads. I bring that experience to client projects, knowing what it takes to move from a promising idea to a system people use and rely on.
You need a problem worth investigating. We help turn it into a clear workflow, success measures and a practical delivery plan.
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.
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.
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.
We agree the baseline and measures before implementation, then compare results after rollout. We distinguish time released for other work from cash savings, and include the cost of running and supporting the system.
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.
Let's look at how your team works and find where AI could make the biggest difference.
Find your x10