← Selected work

Financial services4 min read

Make internal knowledge useful. Keep access under control.

Kairos worked with a financial-services organisation to shape AI workflows for finding trusted internal information and preparing documents within an approved data boundary.

Evidence in context

A defined approach to knowledge access and document review.

Approved information → permission-aware access → source-backed draft → human review

Kairos worked through knowledge access, document workflows and review controls with business and technical stakeholders. The organisation is unnamed for confidentiality.

Sector
Financial services
Scope
Knowledge access, document workflows and delivery planning
Human control
Review and approval before generated material becomes trusted knowledge
Not automated
Business decisions or final approval

An illustrative example

A company brain.
Knowledge your team can put to work.

01 / Ingest

Bring company information in.

Connect the documents, policies and system information the organisation wants to make useful.

  • 01
    Operations handbookFinance review requirements
  • 02
    System configurationRequired fields and approval steps

02 / Store

Build shared company memory.

The company brain stores and organises ingested information, retaining its source references.

Company brain

Organised knowledge.
Ready to retrieve.
Company informationSource references

03 / Retrieve

The right context for each person.

The request, the person’s role and their access permissions determine which information can be retrieved.

Example request · Finance team

“Prepare the requirements for changing a supplier’s bank details.”
Role checkedPermissions checked

Relevant, permitted context: operations handbook + system configuration.

04 / Draft

Put that knowledge to work.

Help staff find permitted information and use it to prepare documents, with source references available for review.

The team checks the draft, resolves open questions and approves the result.

Requirements draftAwaiting review

Supplier record changes

Illustrative document · prepared from source material

Purpose
Update supplier bank details through a recorded approval process.
Required information Source 02
Supplier reference, proposed change and supporting documentation.
Approval step Sources 01, 02
A finance reviewer checks the supporting information before the change proceeds.
Open question for the reviewer
Who handles approval when the assigned reviewer is unavailable?
See the supporting excerpts

01 · Operations handbook
“Finance reviews supporting documentation before a supplier bank-detail change is approved.”

02 · System configuration
“Required: supplier reference, proposed change, supporting documentation. Next step: finance review.”

Kairos handles the build and integrations. Your team provides the workflow context, approved data access and feedback.

The business need

Teams needed a practical way to use organisational knowledge in everyday work: finding relevant information, preparing documents and understanding existing systems. The intended benefit was less manual searching and reconstruction, with clear controls over who could access information and approve its use.

Kairos’s contribution

Across several months of discussions and working sessions, Kairos helped translate business needs into a proposed architecture and phased delivery approach. The work covered internal knowledge access, document generation, hosting boundaries, review responsibilities and how the system could evolve as models and workflow tools changed.

A foundation for trusted knowledge

The proposed knowledge layer connected approved information to the people permitted to use it. Source references would support checking an answer. Access controls, logging and review were part of the architecture, with generated drafts passing through human approval before becoming trusted organisational material.

From existing information to useful documents

One workflow explored preparing draft requirements documents from existing system information. The design called for reviewers to check the draft against its sources, resolve gaps and approve the result. Broader discussions covered how shared organisational knowledge could support additional document and analysis workflows.

What the work clarified

The discussions established a more concrete basis for evaluating the approach: the information to connect, the permissions to preserve, the review steps to retain and the questions a first validation phase would need to answer.

Does this resemble your workflow?

Which business decisions depend on information your team needs to trust? Source-backed documents and clear access controls could help people make better-informed decisions and manage the risk of using outdated or unauthorised information. Applying this approach to internal procedures or project documents would require validating the sources, permissions and human review for your organisation.

For your team

This approach is relevant when staff need to work with sensitive internal information across documents and systems. Start with one recurring task and the output the team needs. Kairos can help map a useful first workflow, its data boundary and the checks required before wider use.

Could this help your team?

Is valuable knowledge difficult to find or reuse safely? Tell us what the team needs to produce and which access or approval requirements shape the work.

Discuss the task on WhatsApp →

Trust and delivery →