Which part of your business
should we automate first?
If a person does it on a screen, we can probably automate most of it. Quoting, chasing, reporting, invoicing, scheduling, data entry — whatever eats your team's week, we've already built something like it. Not an off-the-shelf tool you bend your business around: agents and workflows shaped to how you actually work, so margin goes up without headcount doing the same.
Scoped on a call · built in weeks, not quarters · you keep the system
Cut the cost of the work, not the quality of it.
We don't sell hours — we sell shipped systems. AI agents do the volume; a senior engineer does the judgement. The difference shows up in your timeline and your invoice.
Full-stack engineering, end to end.
Every system below is one we run in production today — for clients, and for ourselves.
Backend Development
RESTful APIs and backend systems in Python, Django, FastAPI and Flask, on database architectures built to be queried hard rather than demoed once.
Workflow Automation
n8n, Zapier and GoHighLevel wired into your CRM so the chasing, quoting and reporting happen without anyone remembering to do them.
Vector Databases & RAG
Semantic search and retrieval systems using FAISS, Pinecone, and custom RAG architectures for intelligent data access.
Cloud & DevOps
Deploying and scaling applications on GCP with Kubernetes, Docker, and CI/CD pipelines for production-ready solutions.
Systems running in production today.
Not case studies from a portfolio site — platforms we built, deployed and still run.
Trades & construction
Ops platformA full business operating system: quoting, invoicing, job scheduling, customer CRM, role permissions and public payment links — plus programmatic service-by-town SEO pages.
Hospitality & retail
POS & paymentsA Python POS and payments platform: card-reader checkout, refunds and automatic reconciliation, with one-command provisioning for new venues.
B2B outbound
GTM engineThe engine behind this site: the Autoresearch optimisation agent, AI SDR agents, CRM architecture and the Central Command live dashboard — running 24/7.
Four steps. No dead time.
- 01Fixed scope in days
Scope & architecture
A senior-led call maps the system, the data model and the risks. You get a fixed scope and a real architecture — not a proposal deck.
- 02Weeks, not quarters
AI-accelerated build
Senior engineers direct AI agents around the clock. The agents write, test and document; the seniors architect and review every line.
- 03Same-day deploys
12-hour iteration loops
Feedback in the morning is deployed by the evening. Every iteration lands in a live preview you can click — not a slide you have to imagine.
- 04You keep the system
Handover & run
Documentation, credentials and the deployed system are yours. We can run and extend it on retainer — or hand you the keys and walk away.
Two founders. Full coverage.
Araf Perwaze
Co-founder · Commercial Lead
Ex Big 4. Interim Head of Tax for a £37bn FCA-regulated investment business. He prices the offer, owns the commercial case and makes sure every system pays for itself.
Fouad Eltibrizi
Co-founder · Technical Lead
Software engineer building since 2016, now studying AI in-depth at university — and the architect behind every platform above: the Autoresearch agent, the CRMs, the AI SDR agents and Central Command.
Ship the six-month version in one.
Bring the project you've been quoted half a year for — or just the process that annoys you most. We'll scope it on a 45-minute call and show you what an AI-leveraged build actually looks like.
12-hour iterations · live preview from week one · you keep the system