Task-specific private AI engineering

Private AI workflows for confidential practices.

Automate repetitive administrative tasks on your own premises without exposing client or patient data to public cloud chatbots.

We build and deploy high-performance local language models and speech-to-text systems. From post-meeting attendance note drafts for solicitors to messy financial statement extraction for accountants, all data stays under your physical control.

Zero vendor training

Audio, notes, and documents are never sent to external AI providers or used to train models.

Human verification gate

Models never write autonomously to records. Professionals review and confirm every draft.

Local hardware execution

Inference runs on dedicated on-premises hardware or isolated UK private hosting.

Practical applications

Specific tasks we automate privately

We do not build generic chatbots. We build focused pipelines for tasks where staff spend hours re-typing or formatting information.

Legal practices

Post-meeting dictation to attendance note

Solicitors record verbal impressions after a conference or call. Local speech models transcribe the audio, extract key chronology and follow-up actions, and format a draft attendance note ready for fee-earner approval.

Accountancy & tax

Messy statement & receipt extraction

Extract tabular data from unstructured PDF bank statements, photo receipts, and invoices without sending client financial data to public cloud vision APIs. Outputs clean CSV records for bookkeeping.

Dental & clinical

Hands-free clinical charting dictation

Clinicians dictate periodontal probing depths, BPE scores, and restorative findings during treatment. The model formats notes directly into UK clinical nomenclature for one-click pasting into practice software.

Care homes

Bedside observation & meal intake logging

Carers speak brief observational updates at the bedside. Models format notes into structured fluid charts, dietary records, and shift handover summaries, syncing locally with care management software.

Architectural rules

Our three rules for responsible private AI

Before writing a line of code, we enforce strict technical guardrails to protect your professional obligations.

Rule 01

Isolated hardware

Models run on dedicated hardware within your physical office or an isolated UK private cloud instance. Your data never passes through multi-tenant external endpoints.

Rule 02

Read-only integrations

When AI systems consult internal records for context, connections are strictly read-only and logged. Models cannot overwrite, delete, or alter historical files.

Rule 03

Professional sign-off

Every generated output is presented as a draft. A qualified team member must review and explicitly approve the text before it is filed to a client or patient record.

Discuss a private AI pilot

Speak with an engineer about testing a private model on one specific administrative task.

Systems engineering desk

020 4577 3099

Monday to Friday, 8am to 6pm

Or send an enquiry