Field notes from the work, not the marketing.
Playbooks, articles, and thought leadership from inside Xperion practices. How we build, where builds go wrong, and why the deck is the residue of the work, never the deliverable.
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Every piece is written by the senior practitioner closest to the work. Pick a format or an industry and the grid filters in place.
Shipping ambient clinical documentation, HIPAA-aligned, in one quarter.
Why hospital AI deployments stall at the seam between model and workflow, and the engagement structure we use to get clinicians dictating into production: eval harness first, one specialty fully live before any horizontal work, compliance as a workstream.
Your AI pilot won't survive the second 90%, here's the part nobody scopes.
The demo works. The board loves it. Then production happens, evals drift, the model behaves like a different person on Tuesdays, and the operating cost doubles. The cost isn't the model. It's everything that holds the model accountable.
The agency model is broken. Here's what we hire for instead.
Senior people sell. Junior people deliver. The math works for the firm and never for the client. We rebuilt the operating model around the opposite assumption, and we'll defend the trade-offs in public.
How to implement resource augmentation in a software project.
When to use it, how to scope and onboard roles, the advantages for short-term work, and the pricing models external development teams actually use. The step-by-step version.
How to choose a reputable IT staff augmentation provider.
How to find and vet reputable providers, what separates the best resource augmentation services for IT companies, and where to find senior teams in Pakistan.
Full-time vs. augmented marketing: the real cost.
A marketing salary is the smallest part of what a full-time hire costs. The honest comparison against augmented talent, benefits, overhead, ramp, flexibility, and when each makes sense.
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The pieces above, plus a short editor's note from the partner who shipped that month's work. We don't sell it, we don't share it, and we don't pad it.
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Most pieces here started as a single scoping call. If you're solving something interesting, we'd rather build it than blog about it.