Persistent Organisational Context

Your org
finally has
a memory.

KyraDB ingests every signal your organisation produces and builds a living, queryable understanding of how it actually works — for agents, tools, and people.

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Context stream

deal:ENT-2847CONTEXT_UPDATED3 new signals · confidence +0.12project:AtlasBLOCKER_INFERREDinfra approval unresolved · 14 dayspriya.sharmaCONTEXT_ENRICHEDbudget ownership confirmed · 4 sourcesQ2-roadmapDECISION_RECORDEDscope change rationale preservedvendor:AcmeSIGNAL_AGEDno signals in 47 days · confidence decayingpolicy:hire-freezeCONFLICT_DETECTED3 open reqs in conflictdeal:ENT-2847CONTEXT_UPDATED3 new signals · confidence +0.12project:AtlasBLOCKER_INFERREDinfra approval unresolved · 14 dayspriya.sharmaCONTEXT_ENRICHEDbudget ownership confirmed · 4 sourcesQ2-roadmapDECISION_RECORDEDscope change rationale preservedvendor:AcmeSIGNAL_AGEDno signals in 47 days · confidence decayingpolicy:hire-freezeCONFLICT_DETECTED3 open reqs in conflict

Use Cases

Use cases by enterprise function
so every team sees where Kyra fits.

Designed for quick scanning by department. These are product scenarios, not invented customer claims: each function depends on sourced, temporal, durable context that ordinary RAG and single-app copilots do not preserve.

Function

Engineering

Ship with code, incident, ownership, and architecture context already assembled.

Common workflows

Incident response memory
Architecture-aware coding agents
Code review with policy and history
Runbook and documentation updates

Typical context sources

GitHubJiraLinearAWS

Supported Connectors

Out-of-the-box signals
from the tools your org already uses.

KyraDB connects to collaboration, work, CRM, code, email, support, and cloud systems so agents work from live organisational context instead of isolated prompts.

Slack

Collaboration

Microsoft Teams

Collaboration

Jira

Work

Confluence

Knowledge

Notion

Knowledge

Linear

Work

Gmail

Outlook

HubSpot

CRM

Zoho CRM

CRM

AWS

Cloud

Google Cloud

Cloud

Azure

Cloud

GitHub

Code

Salesforce

CRM

Zendesk

Support

The Problem

Context evaporates.
Everything starts from zero.

Decisions, history, institutional knowledge — it lives in heads, in forgotten threads, in people who've since left. Every tool, agent, and new hire starts blind.

Today

—Why a decision was made lives in one person's head

—AI agents operate without organisational context

—Institutional knowledge drains with every departure

—The same mistakes get made — context from last time wasn't kept

—Every tool sees a slice and calls it the whole

With KyraDB

✓Decision rationale is captured and queryable by anyone

✓Agents start with deep organisational context already loaded

✓Context persists and accumulates — it never walks out the door

✓Historical patterns inform every new situation

✓One context layer spans all tools and systems

What KyraDB Is

Not storage. Not search.
Understanding.

A living context layer beneath everything your organisation does.

01 —

Ingests everything

Slack, email, CRM, code, HRIS, telemetry, legacy systems. All of it.

02 —

Builds understanding

Turns raw signals into meaning: who owns what, why things stall, what patterns matter.

03 —

Stays current

Context decays. KyraDB tracks confidence over time and surfaces stale context rather than serving it as fact.

04 —

Serves everything

Any agent, tool, or person that needs to understand your org queries KyraDB instead of starting blind.

Signal Sources

Every signal your org produces
becomes context.

Collaboration

Conversations

Where real decisions get made, blocked, and explained.

SlackEmailTeamsMeetings

Work Systems

Tasks & Approvals

Formal workflows — and every deviation from them.

JiraLinearAsanaNotion

Revenue

Deals & Accounts

What's at risk, who owns what, where revenue is blocked.

SalesforceHubSpotPipedrive

Infrastructure

Systems & Code

Org structure, code history, telemetry, and legacy data.

HRISGitHubLogsLegacy

Context Properties

Context isn't stored.
It's earned.

Every piece of context in KyraDB must be justified, sourced, and kept current.

◎

Sourced

Every inference traces back to the signals that produced it.

◈

Weighted

Many independent signals > one. Confidence is explicit, not binary.

◷

Temporal

Context has a decay rate. Stale context surfaces as stale.

◫

Layered

Formal and inferred context are kept distinct and queryable separately.

◉

Persistent

Full lineage of how every belief formed and changed. Always accessible.

Who Uses It

Every consumer of
organisational context.

AI Agents

Agents that understand before they act

Without context, agents are naive. They escalate to the wrong person, miss history, repeat mistakes. KyraDB is what makes them actually useful.

"Why is this deal stuck?" — a real answer, not a hallucination.

New Employees

Institutional knowledge from day one

Stop spending months reverse-engineering what the org already knows. Who owns this. Why that was decided. The history with this account.

"What's the history here?" — returned before the first meeting.

Decision-Making

Full context at decision time

Most bad decisions are made with incomplete context. Something was tried before. This pattern has played out before. KyraDB surfaces it.

"Have we tried this?" — answerable before committing.

Your orgfinally hasa memory.

Use cases by enterprise functionso every team sees where Kyra fits.

Engineering

Out-of-the-box signalsfrom the tools your org already uses.

Context evaporates.Everything starts from zero.

Not storage. Not search.Understanding.

Every signal your org producesbecomes context.

Context isn't stored.It's earned.

Every consumer oforganisational context.

Your org already knowsthe answer. Ask it.

Your org
finally has
a memory.

Use cases by enterprise function
so every team sees where Kyra fits.

Out-of-the-box signals
from the tools your org already uses.

Context evaporates.
Everything starts from zero.

Not storage. Not search.
Understanding.

Every signal your org produces
becomes context.

Context isn't stored.
It's earned.

Every consumer of
organisational context.

Your org already knows
the answer. Ask it.