gifted3

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gifted3 / software

Software engineering

SdSoftware

AI platforms, backends, apps, engineered to last

Our engineering arm. We design, build and operate production-grade software, AI platforms, typed backends, multi-tenant apps, on a shared delivery platform with CI/CD, observability, and eval rigor baked in. Spec-driven, AI-accelerated, on schedule.

  • AI platforms & agents
  • Backend & data infra
  • Web & SaaS applications
  • DevEx & platform work
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gifted3 / ai media

Generative media

MdAI Media

Professional-grade video, produced in days

Every piece starts with a brief and a shot-spec. Our internal generative pipeline, models, finetunes, and an eval harness built in our own lab, carries the production load, and a human director grades the final frames. You receive finished deliverables, not a DIY toolkit.

  • Brief-driven production
  • Shot-spec workflows
  • Proprietary finetunes
  • In-house eval harness
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About

Spec first,
AI accelerated.

We write the spec before anything gets built: typed schemas, user flows, acceptance tests, shot lists, eval harnesses. Once it is signed off, AI tooling handles the repetitive lifts and senior people own the judgment calls. The craft stays human. The throughput multiplies. That is how a small team ships work that usually takes a much bigger one.

How we work

What we do

Three things, one studio.

Research & Systems

The AI workflows and internal systems that power everything we ship. The tooling we use to move fast is the same tooling we bring to your project.

Software

Tailor-made software, built for you, plus our own apps and tools, shaped by what we learn building for others.

See software

AI Media

AI-powered video: tutorials, product showcases, landing-page loops, training, promos, ads. We deliver in days what used to take weeks.

See AI media

Working with us

What it's actually like to start.

01

A short call

20 to 30 minutes with our team. You tell us what you are trying to do; we tell you straight whether we are the right fit, roughly what it costs, and what we would open on.

02

The spec

We write it down: schemas, flows, acceptance tests, deploy target, or for media, the brief and shot-spec. You sign off before any real build starts. The spec is the contract.

03

The build

AI tooling carries the repetition. Senior people hold the line on architecture, edge cases, and the final frame.

04

Ship & keep

CI/CD, previews, alerts, on-call for software; multi-format masters for media. We do not disappear after delivery.

Worst case, you leave the call with a clearer scope and an honest number.

Tell us what
you're building.

Software or film, we'll tell you what's realistic, what it costs, and how fast.

Or just ask a question