SOTAStack/What we build/Knowledge-to-decision systems
Knowledge-to-decision systems

Information changes.
Know what matters.

Turn documents and business knowledge into evidence-backed review work, with the source and the decision kept together.

02 / DOCUMENT INTELLIGENCE

One change. See everything it affects.

How we work ↗
DOCUMENT INTELLIGENCE / ILLUSTRATIVE EXAMPLE

“The specification changed.
What does our team need to update?”

Connect revised requirements to the documents your team works from.

  1. 01Read the revision
  2. 02Find the change
  3. 03Trace the impact
  4. 04Prepare the review
01 / SOURCE DOCUMENTREVISION 02

Maintenance specification

§4.2 · Inspection frequency

The ventilation unit must be inspected
monthly
Comparing the previous approved version with the new revision.
IN THIS REVIEW

Specification v1 + v2

Maintenance plan

Inspection checklist

—
CROSS-DOCUMENT IMPACT

What depends on this clause?

02
Maintenance plan
§2.1 · Inspection schedule
In scope

Check against the revised specification.

03
Inspection checklist
§1 · Recurring checks
In scope

Check against the revised specification.

↗
From changed words to a review plan.

Find the dependencies. Keep the evidence attached.

Start with the revised specification and the documents that depend on it.

Fictional documents and pre-scripted findings. Demonstrates cross-document review, not live analysis or a compliance conclusion.

WHEN YOU WANT THE DETAIL

A clear scope.
A useful first build.

See how we work ↗
Who is this for?

Teams reviewing changing specifications, policies, contracts or project documentation.

The hard part is not finding another document. It is understanding what changed, which requirements matter and who needs to decide.

What could the first build include?

One document family and a representative evaluation set

Source-linked retrieval and a structured review output

Access boundaries, uncertain findings and reviewer feedback

How do we know it helps?

Important changes found and missed against expert review

Accuracy of source references and unsupported assertions

Review time and the effort needed to correct findings

Agree targets and a current-process baseline before the build.

Where are the boundaries?

The system prepares evidence and flags uncertainty. It does not certify compliance or replace accountable professional judgement.

This animation is an illustrative journey, not a live integration or customer-results claim.

START A CONVERSATION

Let’s find the useful next step.

Discuss your project