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Nightshift

Nightshift Console

One governed query engine for your team and your agents.

Connect any source and query it live, in a notebook or over MCP, at warehouse speed with no warehouse to run. Every read and write is governed by identity, so you can open your data without giving up control.

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Overview

The whole day, the moment you sign in.

Reads over the last 24 hours, what got shaped or blocked, the apps you are running, and what needs you. People and agents on the same record, in one place that hands you off in the right direction.

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Good afternoon, Ada

Tuesday, Jun 17
Datasets4Notebooks3Apps3 liveTokens2 active

Reads · last 24h

3,204+8%vs yesterday

Shaped

142

Blocked

8

p95

38ms

okmaskedblocked
00:00 — now

Outcomes · 24h

3.2kreads
Ok3,10097%
Masked963%
Blocked80.2%

Data apps

All apps →

ARR dashboard

ada@acme.com · shared with 4

Live

Ops monitor

lena@acme.com · shared with 2

Live

Churn watch

marc@acme.com · shared with 3

Live

Needs you

3 to review
Grant

ingest-service wants write on a new table

events · write · requested 12m ago

Review →
Review

analytics-prod introspected new tables

+3 datasets · ungoverned until granted

Open →
Blocked

Carlos Rivera→res_partner_eu

Grok 4 · contractor lockout · 24m ago

View →

Reads by model

24h
Opus 4.81.3k↑+12%
GPT-5700↓-3%
Sonnet 4.6533↑+8%
Gemini 2.5 Pro286↑+2%
Grok 4120↓-14%

Top people by reads

24h
Lena Roth1.2k↑+9%
Sara Kim612↑+4%
Marc Diaz408↓-6%
Joe Okonkwo286↑+2%
Carlos Rivera120↓-18%

Notebooks

Query it live, in a notebook or over MCP.

Open a notebook and write SQL against the catalog, results inline with the schema a click away. It is the same surface a person opens and an agent calls over MCP, warehouse-grade fast with no warehouse to run.

How querying works →
Revenue by regionNotebook
[1]3 rows · 41 ms
1
2
3
4
5
6
7
select region,
       sum(amount) as revenue,
       count(*) as orders
from orders
where status = 'paid'
group by region
order by revenue desc
EMEA€4.28M1,284
AMER€3.11M902
APAC€1.64M511
[2]Ready
1
2
3
select month, region, arr
from arr_by_region
order by month desc
Add cell

Data apps

Turn a query into a shared app.

Build a dashboard on the SDK and it gets its own URL and auth, reading and writing through the same governed catalog. Hosted, live, and shareable, with nothing leaking that policy would not allow.

Explore Fiber →
ARR dashboardpublished · v3
Share
← Appsv3 · current

apps.nightshift.sh/arr-dashboard· signed in as you

Revenue by regionLive

Net revenue · 24h

€4.28M+8%

Customers

1,284

EMEA share

38%

Avg contract

€61k

App ID

Created

2026-06-22

Current version

v3

Created by

ada@acme.com
AccessOrg members, sign-in required
Ada Okaforowner
Lena Parkread
Marc Diazwrite

Grants & tokens

Open your data up. Keep control.

Every read and write is minted for who is asking, so the same catalog is shaped differently for each person, agent, and service. Grant people access by row, column, and value; hand agents scoped tokens that see only what you allow.

How governance works →

Access

Members, grants & tokens

New grant
GranteeObjectPrivilege
Lena Parkuserorderstablewrite
Marc Diazuserarr_by_regionviewread
Sara Kimuserall tablestableread
analytics-agenttokenarr_by_regionviewread
ingest-servicetokeneventstablewrite

People and agents

Built for the people on your team and the agents they run.

Nightshift does not pick a side. A person opens a notebook or a data app; an agent calls the same catalog over MCP. Both go through one engine, so there is no second system to run and no gap between them.

For people

SQL notebooks
Explore the catalog, write queries, and read results inline. The schema is a click away.
A shared console
Browse data, manage access, and watch the day’s reads. Sign in with your own identity provider.
Hosted data apps
Turn a query into a dashboard with its own URL and auth, shareable with the team.

For agents and services

Remote MCP
Point any agent at Nightshift and the catalog shows up as tools, no custom integration.
Scoped tokens
Each agent or service gets a key that sees only the objects you grant it, nothing more.
The catalog as tools
Agents query the same views as people, shaped to their identity on every call.

The rest of the product

Nightshift Fiber

The typed React API for building governed data apps on your catalog.

Learn more

Compose

Compose any source into one governed catalog.

Learn more

Policy

Allow, deny, and mask down to the row, scoped to identity.

Learn more

Query

Query and write to your governed catalog from a notebook, over MCP, or in an app.

Learn more

See it with your own data.

Create a free workspace, connect a source, and query your first tables in minutes, from a notebook or straight over MCP.

Get started freeTalk to sales

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