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4th Turning Strategy

Labs — The Forge

Where AI gets built.

Rapid AI development and implementation that moves at the speed of opportunity.

The Forge

What we do

Workshops & rapid prototyping

A one-day build that turns your best AI idea into a working prototype you can test before you invest. Evidence, not opinion.

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Generative AI implementation & automation

We take promising pilots to measured production — integrated with the tools your people already use, governed from day one, instrumented for ROI.

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Custom AI development

When the tool you need doesn't exist, we build it — designed and delivered by a global network of specialists, with a feasibility stage allowed to say no.

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How we engage

Three kinds of build. One standard of candor.

From a single automated workflow to a board-grade bespoke system — we tell you which engagement fits before you spend, including when the honest answer is 'not yet.'

Volume

Who

Small and local businesses ready to put AI to work without standing up a transformation program.

Typical work

Quick, productized wins — a single workflow automated, a tool stood up, a team shown how to use it well.

Pricing shape

Fixed-price packages. You know the cost before we start.

Reality check

Built for speed, not bespoke depth. If your problem is genuinely one of a kind, you belong in Core.

Core

Sweet spot

Who

SMEs and professional firms — our sweet spot. Enough complexity to matter, small enough to move.

Typical work

Strategy, prototyping and implementation that lands in production. The full outfitting expedition, scoped to your operation.

Pricing shape

Scoped engagements with clear stages. Each stage earns the next.

Reality check

We turn down work that isn't ready. A discovery call settles whether the timing is right.

Anchor

Who

Regulated and corporate organizations where one mistake costs more than years of efficiency gains.

Typical work

Higher-value bespoke builds with assurance, validation and board-grade governance embedded in delivery.

Pricing shape

Retained and milestone-based. Sized to the stakes.

Reality check

Slower to start by design — the diligence is the point. We won't shortcut the assay to hit a date.

NewSee exactly how much value AI automation could create for your team this year.

Ready to start an Expedition?

Tell us where you are. We will be candid about what comes next — whether or not we end up working together.

Labs Resources

Playbooks, roadmaps and prompts to move from idea to working AI — fast.

Browse Labs Resources →