Every Org42. engagement follows the same backbone. It keeps work honest, surfaces risk early, and ensures your team owns the outcome.
Understand business goals, AI readiness, and the opportunities hidden in your ecosystem.
Shape tailored strategies and integration patterns that fit your data, your stack, and your people.
Build, deploy, and harden solutions — moving from prototype to production with confidence.
Transfer knowledge so your team owns the outcome and keeps evolving long after we're gone.
We meet your stakeholders, map the value chain, audit the data, and stress-test the ambition. The output is a shared, plain-English understanding of where AI can move the needle — and where it can't yet.
We translate the prioritized opportunities into reference architectures, integration patterns, and a delivery plan. Vendor-neutral by default, opinionated where it matters.
We build, integrate, and harden — alongside your engineers, not in a sealed room. Every iteration ends with something deployable, observable, and reviewable.
We train your team, document the patterns, and stage the knowledge transfer so we can step out without leaving fragility behind.
Engagements vary, but here's a representative shape for a mid-sized initiative.
Stakeholder interviews, system & data audit, alignment workshop. Output: prioritized use-case list and shared mental model.
Reference architecture, vendor & model recommendations, governance framing, phased plan. Output: a roadmap your CFO and CTO both agree with.
Two-week iterations, each ending with a working slice — instrumented, evaluated, and reviewed alongside your team.
Workshops on the production system, ADRs and runbooks delivered, office hours scheduled. We leave — your team carries the work forward.
We have favorites, but we have no commissions. Recommendations follow your context, not our partnerships.
Demos are easy. We measure success in how reliably the system runs the day after we're gone.
If your team can't operate it, it isn't done. Knowledge transfer is part of every engagement — not an upsell.
We will tell you when AI isn't the right answer. There's plenty of work where it isn't.
Identity, audit, evaluation, and red-teaming are designed in from week one — not retrofitted at go-live.
You get senior people on every engagement. No layers. No bait-and-switch.
30 minutes is usually enough to figure out whether we're a fit. If we're not, we'll point you to someone who is.
