2–4 weeks
Diagnostic sprint
Scoped, fixed-fee engagement to surface the real problem and propose the shape of the answer. Often the right first step when "we need help with AI" hasn't yet been decomposed into a buildable thing.
Services
From idea to shipped product.
Product discovery, AI-native software engineering, and enterprise transformation — plus Cerebro, our managed AI memory platform. Pick the slice you need; we'll fit the engagement around it.
- 01 Discovery & Design
- 02 Purpose-Built Software, AI-native
- 03 Enterprise AI Transformation
- 04 Cerebro for Enterprise
What we do
From idea to shipped product. We help organizations build and transform.
Product Discovery & Design
Find the right problem to solve. Discovery, UX/UI, and product strategy to validate and shape ideas.
Explore discoveryPurpose-Built Software, AI-native
Custom builds, AI agents, and integrations — engineered with AI-native development practices that ship faster than off-the-shelf SaaS can adapt.
How we buildEnterprise AI Transformation
Change management, upskilling, and embedding AI into your product development lifecycle — so your teams ship with AI, not around it.
Plan a transformationCerebro for Enterprise
Our managed AI memory and multi-agent deliberation platform — where your team and AI agents deliberate, decide, and remember together.
Meet CerebroHow we engage
Most engagements start narrow — a focused diagnostic or pilot — then expand if the evidence supports it. We don't sell year-long programmes when a six-week sprint is what the problem actually needs.
6–16 weeks
Delivery engagement
Full delivery: discovery, design, build, ship. Our team alongside yours. Outcomes tied to acceptance criteria agreed up front, not retroactively.
Quarterly
Embedded team
A persistent engineering or product squad embedded into your organisation. Quarterly OKRs, your standup, your repo. We stay until the capability is internal.
Monthly retainer
Advisory
For leaders who need a senior thought partner on architecture, AI strategy, or governance decisions. Light-touch, high-leverage. No coding included.
Principles that travel
Different services, same operating rules. These are the constants we hold across every engagement.
01
Outside-in, evidence-first
Start from the user's job, the business outcome, or the regulator's question. Work backward from there to the implementation. Never the other way round.
02
Small steps, reversible decisions
Ship small, measurable changes that can be rolled back without drama. Avoid one-way-door decisions until the evidence demands them.
03
AI as teammate, not sidebar
AI participates in the work — designing, building, reviewing, deliberating. Not relegated to a slash command. Not romanticised either: AI loses votes when it should.
04
Honest hand-off
Every engagement ends with your team owning what we built — including the dead ends, the trade-offs, and the things we'd do differently next time.