Automate Axis

Departments / Research & knowledge

Research workflows that keep evidence connected to the answer

Connect approved source material, research requests, knowledge collections and review. Help teams organise what they know and prepare useful briefs with a traceable source trail. We map the work with the people who own it, connect the systems involved and agree where review is required. The result is a department workflow that supports the wider business.

Illustrative workflow

A clear route through research & knowledge

01

Defined question

02

Permitted sources

03

Cited draft

04

Expert review

A department can be the starting point. Shared records, decisions and handoffs connect the wider organisation.

Original brand illustration for research and knowledge: Overlapping research rings connect separate source indices without collapsing their provenance.

Illustrative brand artwork · Research and knowledge

Where work gets stuck

Start with the friction your team knows

01

Useful knowledge is spread across documents, folders and people.

02

Teams repeat research without a shared source and review process.

03

AI summaries are difficult to verify against the original material.

What we can build

Automation shaped around the work

01

Research request coordination

Capture the question, permitted sources, deadline and intended audience. Route the work to a researcher or subject-matter owner with the necessary context.

02

Source collection and document processing

Organise permitted documents and extract agreed metadata or fields. Keep access, source identifiers and review status with the material.

03

Cited knowledge assistants

Help authorised users retrieve answers from approved collections with source links. Make unknown or conflicting information visible for expert review.

04

Brief and synthesis preparation

Prepare structured summaries from the agreed evidence set. Keep cited facts separate from assumptions and send the brief to the responsible reviewer.

05

Knowledge maintenance

Coordinate version changes, owner reviews and archive decisions so the assistant and research process use the intended current material.

The capabilities

The services behind your workflow

Knowledge assistants

Retrieve cited answers from permitted business knowledge.

Explore knowledge assistants

Intelligent document processing

Extract, validate and route information from source documents.

Explore intelligent document processing

AI agents & assistants

Interpret information and perform approved tasks within defined permissions.

Explore ai agents & assistants

Workflow automation

Connect recurring tasks, approvals and handoffs.

Explore workflow automation

AI training & adoption

Help your team use approved AI tools in real workflows. Combine role-specific training, practical exercises and operating guidance so adoption continues after the session.

Explore ai training & adoption

A connected organisation

One team can start it. The whole handoff matters.

Start with one team. Build around the whole operation. We connect responsibilities, records and approvals across departments so a local improvement supports the wider business.

01

An answer can be checked against its source.

02

Research requests have an agreed purpose and reviewer.

03

Knowledge collections have an owner and review cycle.

The details, answered

Questions before you get started

Can the assistant search any material on the internet or in our files?

We define the permitted sources, licences and access model for the task. An internal assistant should respect source permissions, link to supporting material and route missing or uncertain information to a person.

Can this connect with other departments?

Yes. A department is a useful starting point, but the workflow may cross sales, operations, finance, IT or another team. We define shared records, accountable owners and approval points so the whole handoff works.

Do we need to replace our existing tools?

We start by checking the software, access and integration options you already have. Native features and existing subscriptions are considered before proposing another platform.

How do we agree the scope?

We review a real operating example, the systems involved, expected volume and exceptions. The proposal sets out deliverables, responsibilities, acceptance checks, operating costs and support arrangements before implementation.

The next step

Bring us the work your team keeps repeating

We will review a real example, the people involved and the next action you need to make dependable.

Map our knowledge workflow