Private AI, shaped by industry domain experts.

Adaptive Innovations is a boutique AI firm. Experts who have worked in your industry set the strategy, and we build private inference models on data that never leaves your control. Every engagement under NDA. No client ever named.

info@adaptiveinnovations.io

Two lines of business, one principle

Vertical AI strategy

Our experts already work in your industry. They understand the business workflow, the commercial pressure and the data before anyone proposes a model. Engagements cover workflow analysis, market and data analysis, and the implementation strategy that follows.

How an engagement works ↓

Private inference models

Industry-specific and client-specific models trained on the internal, proprietary data you cannot send to a general-purpose provider. Training runs on our own private server farms. The finished model is deployed on-premises or into your VPC and retrained on a contracted cadence.

Private model development ↓

Industries

Each engagement is matched with an expert who has worked in the sector. The problems below are typical; none describe a specific client.

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How an engagement works

Five stages. The first three decide whether a model is the right answer at all; the last two only happen if it is. Select a stage to read more.

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Private model development

Your data goes in, a finished model comes back, and nothing crosses to an outside provider. The boundary is the product.

Private model development pipeline Left: the client's perimeter holding proprietary data and, after delivery, the deployed inference model. Right: Adaptive Innovations' private server farm where training runs. Step 1, data intake under NDA, flows right. Step 2, training. Step 3, the finished model is delivered back into the client's perimeter. Step 4, retraining on a contracted cadence. A barrier along the bottom shows there is no path to outside AI providers. YOUR PERIMETER On-premises or your VPC Proprietary data Never leaves contracted custody Records Documents Telemetry Your inference model Runs where your data lives Owned and operated by you ADAPTIVE INNOVATIONS Private server farm Training Industry- and client-specific models No GPU infrastructure on your side Compute billed as its own line item 2 1 Data intake Under NDA 3 Delivery Finished model 4 Retraining, per contract NO PATH TO OUTSIDE PROVIDERS Public AI APIs and general-purpose models never see your data
The data path. Solid lines are contracted transfers between you and us; nothing reaches an outside provider.
  1. 1.Data intake

    Proprietary data arrives under NDA and is never exposed to third-party model providers. Scope, retention and access are agreed in writing before anything is transferred.

  2. 2.Training

    Training runs on our private server farms, so you do not stand up GPU infrastructure. Compute is billed transparently as its own line item.

  3. 3.Delivery

    The deliverable is a finished inference model, deployed on-premises or into your VPC. It runs where your data already lives.

  4. 4.Retraining

    Scheduled updates as your data and needs change, on the cadence set in the contract. The model stays current without a new engagement.

Confidentiality and references

Every engagement is under NDA. No client is named on this site, in proposals or in conversation. The discipline that keeps your data out of a third-party model is the same discipline that keeps your name off this page.

Prospects who want to hear from a past client can. After an initial conversation, and under mutual NDA, we introduce verified references directly. The reference speaks for themselves; we do not summarise them.

The network

A small core team runs every engagement. Around it is a worldwide network of independent experts, data scientists and AI specialists, assembled for the specific industry and problem rather than kept on a bench.

You get the people the work needs and nobody else. The domain expert on your engagement has done your job, or one very like it, and the data scientists are chosen for the model you actually need, not the one we have staff for.

Start with an email.

Tell us the industry, the problem and what the data looks like. A partner replies, not an inbox.

info@adaptiveinnovations.io