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The Database

For Machine Reasoning at Scale

KeewanoDB routes every question through the complete event sequence, giving agents full context so teams can ask anything, anytime, without waiting for another pipeline.

Snapshots Lose the Plot

Traditional databases are built around current state, rows, and predefined views.
Ask what happened over time and your team inherits a reconstruction project before the database can answer.

KeewanoDB keeps the whole story, giving agents full context from the first event forward.

The Complete Event Sequence Engineered for Agents

Built For Event Scale

Built for massive event workloads and machine-scale query volume, KeewanoDB stores each entity’s events together and in order, ready to query.

Query Time Is for Querying

The sequence is already there when the question arrives.
KeewanoDB reads it directly, cutting latency and cost while keeping answers grounded in the full record. Because the sequence is stored contiguously and in order, KeewanoDB can scan multiple events in one CPU instruction.

The Full Record Changes What You Can Ask

Agents can reason through how events unfolded, compare similar sequences, and identify patterns behind outcomes across the full record.

Reason Across the 
Complete Sequence

Agents can reason through how events unfolded, compare similar sequences, and identify patterns behind outcomes across the full record.

Agents Reason
Over Your Data

Give agents the ordered record behind every customer, account, transaction, device, or system.

Teams Build Analytics
at Scale

Create reports, comparisons, and ongoing checks across live events without schema modeling or ETL.

People Find Out
What Actually Happened

Ask open-ended questions across the complete record and trace each answer back to the sequence.

Ask New Questions Without Laying More Track

KeewanoDB keeps the complete sequence ready for open-ended reasoning. New questions stay queries instead of turning into data projects.

Ask New Questions Anytime

Query the complete record as questions arise. Rollups can sit this one out.

Query the Business Meaning

A built-in semantic layer maps raw events to business concepts and shared definitions.

Find What Drove the Outcome

Identify the events and conditions that contributed, with every result tied to the evidence.

Find Similar Sequences

Compare one sequence with millions to surface lookalikes, early risk, failure patterns, or opportunities.

Run Logic Where the Data Lives

Run custom logic beside the complete record instead of sending the data on another tour of the stack.

Send Models the Useful Part

Compress long event records into dense, ordered context and reduce LLM processing costs by up to 84%.

How It Works

KeewanoDB Takes Raw Events Straight to Agent-Ready Context. Runs alongside your existing stack, which can stay exactly where it is.

01

Every Event Stays Intact

Each event remains tied to the entity that produced it.

02

The Sequence Stays Together

Events stay organized around entities, time, and outcomes, in the order they happened.

03

Shared Meaning Sits on Top

A semantic layer maps raw event names and fields to shared concepts and definitions.

04

Reasoning Runs Beside the Record

Reports and sequence comparison run close to the data. Custom logic can run there too.

05

The Answer Comes Through Standard Interfaces

Agents, apps, and dashboards connect through MCP, SQL, REST, and APIs. Every answer stays grounded in the events behind it.

Raw events in
kafka logo
Kafka
streams
postgres logo
Postgres
databases
snowflakes logo
Snowflake
data platform
big logo
BigQuery
analytics
sdk logo
SDKs & Apps
events & logs
parquet logo
Parquet / Iceberg
files & lakes

Ingest raw events from
your existing stack

KeewanoDB

one database • your raw events, agent-ready

Raw event store

Keep every event intact.
Complete record. No sampling. No reduction.

Context layer

Tie events to entities, timelines, and outcomes. Build the full story around each event.

Semantic layer

Map raw events to concepts, patterns, and definitions. Meaning that agents can query, not just fields.

Acceleration layer

Run reports, similarity, and custom logic in-database. SIMD & GPU acceleration for low latency at scale.

Query & serve

Return answers through the tools you already use. MCP, SQL, REST, APIs, and analytics tools.

Agent-ready answers out
MCP
for agents
REST / SQL
interfaces
BI Tools
Tableau, Looker
AI Agents
ask anything
Applications
your product
APIs & Webhooks
event-driven

Grounded context delivered
through the interfaces
you already use

Fewer Detours Between Question and Answer

Ask More and Engineer Less

Explore new questions without preparing another report or reshaping the data. Engineering had other plans anyway.

Get Answers Faster

Complete sequences are ready to read, so answers return faster.

Catch Change Earlier

See churn, fraud, failure, or opportunity while the pattern is still forming.

Give Agents Better Evidence

Trace each answer to the sequence behind it, so teams can inspect and explain the result.

Predict What Happens Next

Find lookalikes across millions of sequences to anticipate likely outcomes and act sooner.

Lower Data and AI Costs

Store the full record efficiently and send models only the relevant context.

From One Machine to Trillions of Events

Run locally, scale in the cloud, or explore the complete event record with Keewano Analytics.

1

KeewanoDB Local

Run the Complete Database
on One Machine

Query ordered event sequences in milliseconds. Yes, on your laptop.

Best for: Local development, evaluation, edge, and smaller production workloads.

1

KeewanoDB Cloud

Scale KeewanoDB Without
Managing the Infrastructure

Keewano manages deployment, replication, and monitoring for production-scale workloads.

Best for: Teams running high-volume event workloads and production AI systems.

2

Keewano Analytics

Anyone Can Ask Any Question Across the Complete Event Record

Create reports, comparisons, and ongoing checks.

Best for: Product, analytics, operations, engineering, and AI teams.

Here's Your Free Ticket to Machine-Scale Reasoning

Build on KeewanoDB

Ask new questions, compare patterns across millions of entities,
 and give AI grounded context from what actually happened.