AI integration that moves the commercial needle. Built by operators. Owned by you.
We design and build AI systems for finance, lending, brokerage and B2B businesses. Not strategy decks. Working systems your team owns at the end.
Most businesses don’t have an AI problem. They have an operational, commercial or technical problem, and AI is one of the levers that might solve it.
We start with the problem. We design the solution. We build the system. You own it.
For some businesses, AI removes manual work that’s eating the team’s week. For others, it speeds up decision-making, connects fragmented systems, or surfaces information that’s currently buried in inboxes and spreadsheets. The right answer depends on where the bottleneck actually is.
That’s what we work out first.
Whether the issue is operational, commercial or technical, we’ll scope an AI integration that fits your business and your team. We work primarily with finance, lending, brokerage and the broader B2B landscape, where compliance and audit defensibility matter as much as speed.
Not every business needs AI integration. But these are the six functional areas where we see it move the commercial needle most often. If any of these patterns sound familiar, the rest of this page is worth reading.
If your team is spending hours researching companies, qualifying poor-fit leads, or manually enriching CRM records, AI can turn fragmented data into a useful pipeline. We build systems that combine sources like Companies House, CRM data, credit data and intent signals so your team focuses on the leads worth speaking to.
For finance, lending and brokerage teams, slow due diligence holds up good deals and buries teams in manual checks. We build AI-supported workflows that extract data, flag exceptions, connect sources like Companies House and Creditsafe, and support faster decisions without removing human judgement or audit trail.
If your sales process relies on manual handoffs, inconsistent follow-up, or reps spending more time on admin than on conversations, deals slip through the gaps. AI-powered systems automate pipeline updates, trigger outreach at the right moment, and keep your CRM accurate so your team spends more time selling and less time maintaining spreadsheets.
If your marketing output is bottlenecked by capacity, inconsistent across channels, or disconnected from what sales is seeing, AI can close the gap. We build systems that support content production at scale, personalise messaging based on real signals, and automate campaign workflows. Your brand stays consistent. Your team gets time back for the work that actually needs a human.
If your team is pulling the same reports every week, collating figures across systems, or waiting on analysts to answer basic questions, you’re slowing down decisions that should be instant. We build AI-connected reporting layers that bring your data sources together, automate recurring outputs, and let stakeholders query their own numbers in plain English.
If your operations team is firefighting rather than improving, chasing approvals, chasing updates, or manually routing work between systems, the issue is usually process fragmentation, not people. We build AI workflow layers that connect your tools, automate repetitive handoffs, and surface the right information at the right point in a process, so your team focuses on exceptions rather than administration.
Every engagement starts with an AI Readiness Audit. Ten working days, fixed scope, fixed fee. By the end you have a prioritised roadmap, an architecture sketch for the top one or two opportunities, and a clear recommendation on what to do next. The roadmap is yours either way. If you take it and run with another partner, or do nothing for now, that’s fine.
If the audit surfaces work worth building, we’ll scope the build. Every system is designed from the ground up around your business, your tools, and your team. Code in your repo, infrastructure on your cloud account, no licensing dependencies on us.
You own the system at the end. We hand it over, document it, and train your team. Ongoing support is optional and defined, not a lock-in.
Read more about how we work on our Approach page.
We work primarily with B2B finance, lending and brokerage businesses, where compliance and audit defensibility matter as much as speed. We also work with professional services firms managing client onboarding and document-heavy workflows, and broader B2B businesses where data is fragmented across CRM, finance and ops systems.
Most of our clients run a small but capable internal team, and have already worked out that bolting on another SaaS tool isn’t going to fix the underlying problem.
For businesses in regulated sectors, our work is delivered with regulatory and audit requirements built in from day one, not bolted on at the end.
If AI has been on your radar but you don’t know where to start, the audit is the place to begin. Ten working days, fixed scope, fixed fee, and a clear roadmap at the end.
Whether you’ve experimented with AI before or are looking at it seriously for the first time, the audit gives you a concrete answer on what’s worth building, what isn’t, and what it would cost.
