T-Sigma Knowledge Base™ — Requirements & Institutional Knowledge Management

Institutional knowledge
that survives turnover.

Every product requirement, data mapping rule, and piece of system knowledge — captured, structured, and always current. Knowledge Base is where quality intelligence starts — the memory layer underneath the rest of the T-Sigma Suite, so what your domain experts, business analysts, and engineers know doesn't leave when they do.

Quick answer

T-Sigma Knowledge Base captures every product requirement, data mapping rule, and piece of system knowledge into a living, queryable knowledge graph. It helps draft consistent user stories and steering docs for code generators, and integrates natively with Azure DevOps, Jira, GitLab, and GitHub.

See Knowledge Base in Action Explore Test Studio →
22-table
Purpose-built schema for organizational knowledge capture
Vector Search
Semantic retrieval across everything captured in the graph
Steering Docs
Auto-generated to guide AI code generators, consistent with existing requirements
4
Native DevOps integrations — Azure DevOps, Jira, GitLab, GitHub

Where institutional knowledge usually goes to die.

Every organization has one or two people who "just know" why a system works the way it does — which regulatory clause drove a validation rule, which legacy field maps to which new one, why a test was written the way it was. That knowledge normally lives in spreadsheets, Slack threads, and memory. It doesn't survive a resignation, a reorg, or eighteen months.

Knowledge Base exists to make that knowledge structural instead of tribal — captured once, connected to the systems and requirements it relates to, and queryable by anyone on the team (and by the rest of the T-Sigma Suite) going forward.

Every Requirement, One Living Graph

Knowledge Base captures every product requirement an organization accumulates — not just the regulatory ones. Regulatory obligations are captured and traced the same way any other requirement is: as one kind of requirement among many, not a separate silo that needs its own monitoring system.

Consistent User Stories, Steering Docs for Code Generators

Knowledge Base helps teams draft new user stories that stay consistent with what's already captured, catching contradictions before they ship. It also produces steering documents used to instruct AI code generators — so generated code stays aligned with the requirements already on record.

Works Inside Your Existing DevOps Toolchain

Knowledge Base isn't a destination you have to remember to visit. It integrates with Azure DevOps, Jira, GitLab, and GitHub, so captured knowledge stays attached to the tickets, stories, and repositories your team already lives in.

A Structured Home for Unstructured Knowledge

Underneath the integrations sits a purpose-built schema designed specifically for organizational knowledge capture — requirements, regulations, data mappings, and the relationships between them, structured so they can be queried and reasoned over, not just searched by keyword.

Core Capabilities
  • Every product requirement captured in one graph — regulatory obligations included, not siloed
  • Consistent user-story drafting & steering docs for AI code generators
  • Purpose-built organizational knowledge schema
  • Native integrations: Azure DevOps, Jira, GitLab, GitHub
  • Vector-search-powered retrieval across all captured knowledge
Knowledge Base vs a Wiki

A wiki stores documents. It doesn't know how they relate to each other, and it goes stale the moment someone stops updating it.

Knowledge Base structures knowledge into a queryable graph, connected to every requirement your teams capture and your actual DevOps tools — so it stays current by design.

Start with What You Already Have

Most engagements begin by ingesting existing documentation, tickets, and requirements — so Knowledge Base starts useful on day one instead of waiting for a knowledge base to be built from scratch.

Where Knowledge Base Delivers

Institutional knowledge
in practice.

📜
Consistent, Non-Contradictory User Stories

New user stories are drafted and checked against what's already captured — so teams don't ship requirements that quietly contradict an existing one.

🔄
Vector-Search Retrieval

Ask a question in plain language and get back the exact requirement, regulation, or data mapping that answers it — not a keyword-matched document list.

🛠️
DevOps-Native Knowledge Capture

Requirements, regulations, and data mappings stay connected to the Azure DevOps, Jira, GitLab, or GitHub tickets your team already works in every day.

Common Questions

Questions about
Knowledge Base.

What is T-Sigma Knowledge Base?
T-Sigma Knowledge Base is a product that captures every product requirement, data mapping rule, and piece of system knowledge an organization has, and structures it into a living, queryable knowledge graph that the rest of the T-Sigma Suite — and your own teams — can draw on. Regulatory obligations are captured as one kind of requirement among many, not tracked as a separate category.
Does Knowledge Base help draft new user stories?
Yes. Knowledge Base helps teams draft new user stories that stay consistent with what's already captured, and can generate steering documents used to guide AI code generators — so new work doesn't quietly contradict an existing requirement.
Does Knowledge Base integrate with existing DevOps tools?
Knowledge Base integrates with common DevOps and issue-tracking platforms, including Azure DevOps, Jira, GitLab, and GitHub, so captured knowledge stays connected to the requirements, stories, and code it relates to rather than living in a separate silo.
How is Knowledge Base different from a wiki or shared drive?
A wiki or shared drive stores documents; it doesn't understand the relationships between them. Knowledge Base structures organizational knowledge into a queryable graph — built on a purpose-designed schema — so requirements, regulations, and data mappings can be traced to one another automatically.

Knowledge that doesn't walk out the door.

Start by connecting your existing documentation, tickets, and requirements — see what Knowledge Base surfaces in the first week.

See Knowledge Base in Action
The Rest of the Suite

Knowledge Base works
even better with…