Grounded answers
AJ retrieves from the active knowledge hub and separates evidence from synthesis rather than presenting invented detail as fact.
LOCAL-FIRST · PRIVATE BY DESIGN
Private intelligence.
Built around your knowledge.
Project AJAX is a private intelligence platform designed to turn governed knowledge into useful answers, decisions and work products. AJ is the local assistant at its centre.
The public website does not expose AJ, private knowledge, source documents, conversations or local endpoints.
ACTIVE ASSISTANT
AJ
LOCAL
ASK AJ
Create a detailed CLM implementation project plan suitable for mobilisation and delivery.
01RetrieveGoverned knowledge + methodology
02StructureEvidence-led architecture
03ExpandPhase → Workstream → Activity → Task
04DeliverAnswer + artefact + decision support
WHAT PROJECT AJAX IS
A private intelligence layer, not another generic chatbot.
AJAX combines local models, governed knowledge hubs, retrieval, synthesis and structured deliverables. The aim is not simply to find information. It is to turn trusted knowledge into practical work.
Consulting deliverables
Substantial artefacts can be expanded from phase to workstream, activity and task, with outputs, dependencies and decision gates.
Decision support
AJ can surface genuine options, recommendations, risks and decisions separately from the core answer through its Decision Deck.
Local document creation
Deliverables can be reviewed in AJ before export to Word, Excel, PowerPoint or PDF, with each format designed for a different working purpose.
ARCHITECTURE
Local where privacy matters. Modular where scale matters.
INTERFACE
AJ Desktop
Answers · Deliverables · Decision Deck
INTELLIGENCE
Local LLM + synthesis engine
Private generation and multi-pass deliverables
RETRIEVAL
Hybrid search
Semantic + keyword retrieval with query expansion
KNOWLEDGE
Isolated knowledge hubs
Governed sources · Separate indexes · Rebuildable local mirrors
CURRENT KNOWLEDGE DOMAIN
Legal Transformation
The first live hub combines reusable legal transformation knowledge, delivery playbooks, frameworks, templates and engagement evidence. It remains separate from MSCIS, which represents consulting methodology and judgement rather than domain evidence.
MSCIS
How to think
Consulting intelligence, encoded judgement, methodology and execution logic.
LEGAL TRANSFORMATION HUB
What we know
Governed domain knowledge, evidence, reusable assets and delivery experience.
PROJECT AJAX
How it becomes useful
The platform that retrieves, reasons, structures and turns those sources into actionable work.
BUILD STATUS
AJ Desktop v1
DESKTOP V1 · FINAL BUILD STAGE
01
Local intelligence runtimePrivate local inference with GPU acceleration
COMPLETE
02
Knowledge sync + retrievalIncremental refresh, embeddings, query expansion and hybrid search
COMPLETE
03
AJ reasoning + deliverablesEvidence-grounded answers, synthesis, structured artefacts and Decision Deck
COMPLETE
04
Desktop experienceConversation workspace, response basis, refresh controls and processing feedback
COMPLETE
05
Document and presentation engineWord, Excel, PowerPoint and PDF exports working locally
COMPLETE
06
Confidentiality + anonymisation guardrailCross-output protection for names, engagements, stakeholders and identifying client detail
NEXT
07
Desktop v1 hardeningReliability, recovery, failure handling and regression testing
PLANNED
08
Identity + family accessAuthenticated users, hub permissions and separate conversation context
PLANNED
09
AndroidSecure mobile AJ experience built on the same identity and permission model
PLANNED
PROJECT AJAX
Privacy approach