Make AI
actually work
for your business
Most AI projects stall in slide decks. We do three things instead: build the custom software you need, set the strategy that makes it pay off, and deploy agentic workflows that run the busywork for you.
★★★★★ Trusted by SME owners across services, retail & ops
Trusted by ambitious teams across SaaS, health, finance & property — see the work →
You don't need more AI demos.
You need AI that does the job.
Tools are everywhere. Time, clarity and a team that can wire it all into how you actually operate are not. That's the gap ComplxAI closes — for owner-led businesses without a 40-person engineering org.
No vendor lock-in theatre
We build around your business, not around a platform we're paid to resell. The IP is yours from day one of any paid stage.
Priced before you commit
Every stage is sized and quoted in writing before the next begins. No open-ended retainers, no surprise invoices.
Measured in outcomes
Hours saved, jobs closed, errors removed. If a build can't show its return, we'll tell you before you spend a thing.
Four ways we put AI to work
Most engagements use more than one — strategy points the way, software gives you the surface, agents run the work behind it, and training gets your team driving it all.
Custom SaaS Development
Bespoke web apps, internal tools and customer portals built around how your business actually runs — not forced into off-the-shelf software.
- Customer & ops portals
- Internal tools that replace spreadsheets
- AI features built in, not bolted on
AI Strategy
A clear, prioritised roadmap of where AI pays off in your business — scored by impact, effort and risk, so you invest in the right things first.
- Opportunity & use-case mapping
- Build / buy / defer decisions
- A plan your board can vote on
Agentic Workflows
AI agents that pick up the repetitive, multi-step work — triage, follow-ups, data entry, reporting — and run it end-to-end, around the clock.
- Inbox, quoting & intake automation
- Document & data processing
- Human-in-the-loop where it matters
AI Training & Workshops
Practical, hands-on training that turns AI from something your team is wary of into a daily habit — using your tools and your real work.
- Leadership & team workshops
- Hands-on, on your real tasks
- Prompts, playbooks & guardrails to keep
The three become a system,
not three separate bills
Strategy decides what's worth doing. Custom software gives your team and customers a surface to work in. Agents run the work underneath. Built together, they compound.
A five-stage path,
de-risked at every step
No giant upfront contract. We start with two free conversations, then price each stage in writing before the next begins — so you're always in control of the spend and free to stop at any boundary.
See the full processIntro call
A conversation, not a pitch. We learn the business; you learn how we think.
Pre-discovery
We size the opportunity and quote Discovery in writing — no number invented on the spot.
Discovery → Strategy → Build
A prioritised map, a plan your board can vote on, then software shipped in 12-week blocks.
“We'd been quoted six figures for a science project. ComplxAI mapped what actually mattered, shipped the first tool in six weeks, and the agents now handle work that used to eat two days a week.”
The things owners
ask us first
Can't see yours? The intro call is free and there's no obligation.
Ask us directlyAre you going to try to sell me an AI platform?
No. We're independent — we build what's right for your business and the IP is yours. If the best answer is an off-the-shelf tool, we'll tell you that and help you set it up.
We're small — is this only for big companies?
The opposite. Owner-led and SME businesses are exactly who we build for. You feel the cost of manual work most, and you can move faster than a 500-person org.
How much does it cost?
The first two stages are free. After that, every stage is sized and quoted in writing before it starts, so you never commit to a number you haven't seen. Builds run in 12-week blocks you can exit between.
What if AI isn't actually the right answer?
Then we say so. Strategy comes first precisely so you don't spend on a build that won't pay off. Sometimes the answer is better software, a cleaner process, or a single agent — not a moonshot.
Let's find where AI
pays off in your business
Book a free 30-minute intro call. No pitch, no obligation — just a straight answer on whether we can help, and what it would take.