The TEMRIK AI Graph

Turn scattered work into connected intelligence.

The AI Graph connects the people, projects, documents, decisions, actions and outcomes around your work — giving TEMRIK the context to find what matters, explain why it matters and help the right people act on it.

Connected context

Across the work that matters

Traceable answers

Back to source evidence

Controlled action

With people in authority

Connected context · live relationships
People
Projects
Documents
Decisions
Outcomes
Actions
Evidence
Meetings

Storage

Brain

Human Control

Evidence → context → decision → action → outcome

What the graph does

It connects the story around the work.

A file system tells you where something is. A chat assistant can summarise it. The AI Graph helps TEMRIK understand how the information relates to everything around it.

01

People

Teams, roles and relationships

02

Projects

Programme, scope and history

03

Documents

Files, drawings and contracts

04

Messages

Email, chat and correspondence

05

Meetings

Notes, actions and decisions

06

Decisions

Choices, rationale and evidence

07

Commitments

Promises, owners and dates

08

Actions

Tasks, work and next steps

09

Outcomes

Results, performance and impact

10

Evidence

Sources and provenance

Why use it?

Better context changes what AI can do for you.

The Graph is useful because it connects information to its meaning, history, permissions and consequences.

Find the right context faster

TEMRIK can connect a question to the people, project, documents, meetings and decisions that matter — not just match keywords.

Understand why something happened

See the path from source evidence to decision, action and outcome so teams can recover context without reconstructing the story manually.

Give AI better working context

Agents and Playbooks can work from bounded, relevant context instead of receiving broad access to everything.

Keep important answers traceable

Key understanding can link back to the original email, file, meeting, model or record that supports it.

Separate personal and project knowledge

Your Personal Brain and each Project Brain remain distinct. Information crosses boundaries only when it is explicitly permitted.

Learn from real outcomes

When results are connected back to decisions and actions, the next project can benefit from what actually happened.

How it works

Normal work builds better context.

You do not maintain a graph. You work as usual. TEMRIK connects the relevant context around that work while keeping permissions and evidence visible.

01

Storage

Your source material stays in the systems you choose.

02

Brain

TEMRIK understands the people, projects, facts and context inside that material.

03

AI Graph

Relationships connect the understanding across time, work and evidence.

04

Playbooks & Agents

Structured methods and AI assistance use the permitted context.

05

Human Control

Approvals, permissions and authority remain explicit.

06

Actions

Work is carried out with the right context and controls.

07

Outcomes

Results feed back into future understanding and decisions.

OUTCOMES FEED BETTER CONTEXT INTO THE NEXT DECISION

Storage · Brain · Human Control

Three different jobs. One connected experience.

1

Storage

Where your material lives.

Documents, drawings, emails, meeting notes, models and records can remain in the systems you choose. TEMRIK does not need to become the only place your files live.

“Where is my material?”

2

Brain

What TEMRIK understands.

The Brain turns source material into useful context: people, projects, dates, decisions, commitments, risks, actions and relevant evidence.

“What does TEMRIK understand?”

3

Human Control

What TEMRIK is allowed to do.

Permissions, approvals and authority govern which Brain can use information, what an Agent may do and which important actions require a person to approve them.

“What is TEMRIK allowed to know and do?”

TEMRIK representation showing Personal Brain and Project Brain as separate working contexts.

Platform representation: Personal and Project contexts remain distinct. Information crosses a boundary only through an authorised action.

Personal and Project boundaries

Connect context without mixing ownership.

The Graph can connect information when there is permission to do so. It does not mean every Brain can see everything.

My Personal Brain

Your private working context

  • Personal files and notes
  • Personal email and meetings
  • Preferences and work history
  • Private professional relationships
Explicit permission only

Project Brain

Project-specific knowledge

  • Project files and correspondence
  • Teams and stakeholders
  • Decisions and commitments
  • Project outcomes and evidence

From evidence to action

See the path. Keep the context.

A useful AI system should be able to show more than an answer. TEMRIK is designed to connect the source, the understanding, the decision, the approved action and the eventual result.

01

Source

A report, email, meeting, spreadsheet or message enters the relevant context.

02

Understanding

TEMRIK identifies the project, people, dates, topics and relevant facts.

03

Decision

Evidence, options and rationale can stay connected to the choice that was made.

04

Approved action

Agents, Playbooks or people act within permissions and Human Control.

05

Outcome

The result can be linked back to the original evidence, decision and action.

Example question

“Why did we approve the revised programme?”

Instead of returning a single document, the Graph can help TEMRIK connect the site report, meeting discussion, people involved, decision rationale, approval and later programme outcome — with the underlying evidence available to inspect.

The Graph + Agents

Give AI the context it needs — not access to everything.

Agents can operate inside the Brain and project scope they have been given. The Graph helps connect relevant evidence, Playbooks, tools, approvals, actions and results around each piece of work.

Explore Agentic AI

Controlled execution path

1Brain context
2Evidence
3Agent
4Playbook
5Model & tools
6Approval
7Action
8Result
9Outcome

The Graph + Playbooks

Turn experience into a better way of working.

Playbooks define how work should be done. The Graph can connect each execution to its context, evidence, human override, approved action and outcome — so repeatable work becomes more informed over time.

Explore AI Playbooks
01Trigger
02Context
03Evidence
04Playbook version
05Recommendation
06Human review
07Approved action
08Outcome

The practical utility

Connect. Understand. Decide. Act. Learn.

That is the function of the AI Graph. It gives TEMRIK a structured way to carry useful context from one piece of work to the next while keeping evidence, ownership and human authority visible.

01

Connect

02

Understand

03

Decide

04

Act

05

Learn

TEMRIK AI Graph

Give every decision more of the story.

Connect the work you already do into clearer context, traceable understanding and controlled action.