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.

Read the BlogSee it in action →
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
∞
Context depth
0
Cold starts
↑
Accuracy over time
1
Source of truth
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 org already knows
the answer. Ask it.

KyraDB is where that knowledge lives.

Read the BlogTalk to the team →