Tenjin Kairo

Turn Enterprise Knowledge Into Better Requirements

Kairo for Requirement Engineering

Kairo uses your organization's existing requirements, architecture, decisions, documentation, and change history to create context-aware requirements and assess downstream impact.

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From Enterprise Knowledge to Actionable Insight

Give Kairo what your organization already has. Get back what changes, what it touches, and what to do next.

InputYour enterprise knowledge
Release noteProduct or platform updates
RequirementBusiness or functional requirements
Architecture documentSystem diagrams, technical specifications
Policy updateRegulatory or internal policy changes
Vendor documentationProduct guides, API docs, implementation notes
KAIRO
AI for Requirement Engineering
Kairo
Understands enterprise context
Maps relationships
Identifies dependencies
Analyzes historical decisions
OutputActionable insights
Affected systemsWhich systems and components are impacted
Impacted requirementsWhich existing requirements need updating or revalidating
DependenciesRelated systems, integrations, business dependencies
Re-validation areasWhat needs to be tested, reviewed or re-approved
Change recommendationsSuggested actions to reduce risk
Introducing Kairo

Your Organization Already Has the Answers

Every enterprise holds years of requirements, decisions, and incident history. Teams still start from scratch.

Kairo reasons over that knowledge, so every requirement and change starts from what you already know.

Requirements get rewritten

Kairo reuses what is already known.

Critical dependencies get overlooked

Kairo surfaces them before they bite.

Change impacts surface too late

Kairo flags them before you ship.

Knowledge stays locked in documents and people

Kairo keeps it queryable, for everyone.

Requirement Engineering, Powered by Enterprise Context

Four capabilities, one engine.

Know Your Organization

Learns from requirements, architecture, integrations, policies, and past decisions.

Create Context-Aware Requirements

Richer, more accurate requirements grounded in past implementations.

Assess Change Impact

Upload a release note or policy update. See affected systems, dependencies, and what to re-validate.

Built for Enterprise Control

On-premises deployment, complete data ownership, enterprise-grade security.

In practice

See Kairo's Requirement Engineering in Action

  1. A vendor releases a platform update.

    A dozen changes across modules your team doesn't fully remember configuring.

  2. Kairo reads it against your environment.

    Grounded in your integrations, customizations, and change history. Not a generic summary.

  3. Within minutes, you know:

    • Which systems and configurations are affected
    • What needs re-validation, and what doesn't
    • Whether a similar change caused problems before

What used to take days of cross-team chasing now takes minutes, before the change ships.

Kairo · Release note analysis
SAMPLE OUTPUT
4 of 12
changes affect your environment
REQ-6Standing Orders API ValidationSimilar change flagged, March 2024
REQ-11Rollback Validation for Affected Configuration
Needs confirmation: integration dependencies
Demo environment.
12Requirements identifiedfrom one release note
Kairo traces the whole storyFrom requirement to defect
RequirementDependencyTest caseDefect

Enterprise Knowledge Deserves Enterprise Intelligence

How Kairo compares with the tools teams use today.

CapabilityKairoTraditional requirement toolsEnterprise searchGeneric AI
Understands organizational contextYesPartialPartialNo
Generates context-aware requirementsYesNoNoPartial
Change impact reasoningYesLimitedNoNo
Connects knowledge across systemsYesLimitedYesNo
On-prem deploymentYesYesAvailableNo
Learns from enterprise knowledgeYesNoRetrieval onlyNo

Designed for Teams That Make Critical Decisions

From the analyst who writes the requirement to the CIO who owns the risk.

Business Analysts

Spend less time searching. Spend more time analyzing.

Product Teams

Create requirements with complete organizational context, from day one.

Enterprise Architects

Understand downstream impacts before implementation.

Digital Transformation Leaders

Preserve institutional knowledge across every initiative, not just the current one.

CIOs

Reduce delivery risk. Accelerate change. Protect organizational knowledge as an asset, not a liability.

Ready to See Kairo in Action?

Schedule a personalized demonstration and see how Kairo turns your organization's own knowledge into better requirements, faster decisions, and confident change.

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Too Many
Requirements
Kairo
Instant
Clarity
Kairo Connects the Dots