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PromptQL Logo

The AI workspace with shared context.

Connect your data, agents, and tools. PromptQL builds shared context as your team works, creating the foundation for AI-native collaboration: AI that can analyze, decide, and act like a true teammate.

Trusted at scale by

Cisco
McDonald's
Instacart
Swiggy
Lightspeed
Cisco
McDonald's
Instacart
Swiggy
Lightspeed
Cisco
McDonald's
Instacart
Swiggy
Lightspeed

The workspace

Connect all your data, tools and agents.

Coding agents

Delegate to Claude Code or Cursor and they inherit your team's shared context. No re-explaining codebase conventions or deployment patterns.

Claude CodeCodexCustom agents+ more
PromptQL
# eng-bugs
AS
AS
AnushrutEng
EU checkout is failing. @PromptQL delegate to Claude Code, find the root cause and open a PR.
PromptQL
PromptQL
▸ Delegating to Claude Code
Passing wiki context: EU payments, Adyen migration, repo conventions...
claude-code
Wiki: EU payments switched to Adyen Jan 15
Wiki: always use EUR for Adyen, USD for Stripe
Found currency mismatch in checkout.ts:142
✓ Fix pushed. PR #412 opened
Wiki updated
Adyen checkout = always EUR for EU routes, USD for Stripe US.

Analytics and databases

Query across Snowflake, Clickhouse, or Postgres in natural language. The analyst joins data across sources and builds dashboards with shared context built in.

SnowflakeClickhousePostgreSQLBigQueryMongoDBDatabricksMySQLRedshift+ more
PromptQL
# growth
LM
LM
Lena M.VP Growth
Which enterprise accounts have the highest usage but haven't expanded? Cross-reference product analytics with billing.
PromptQL
PromptQL
▸ 4 steps · Snowflake + Clickhouse
Pulled billing from Snowflake (fct_revenue) and usage from Clickhouse (events_daily). Joined on account_id, filtered to enterprise tier.
✓ 12 accounts in top quartile usage, no expansion in 6+ months. $1.8M combined ARR.
★Expansion opportunities
AccountARRUsageLast expand
Meridian Health$420KP9411 mo ago
Coastal Logistics$380KP918 mo ago
NovaPay$310KP88never
+ 9 more accounts
Wiki applied: enterprise = ARR > $100K, exclude renewal expansions

SaaS tools and actions

Pull from Stripe, Salesforce, or HubSpot in the same query. Then schedule meetings, send Slack messages, and create follow-ups directly from the thread.

SalesforceHubSpotStripeMixpanelSlackGoogle CalendarZendeskIntercomNotion+ more
PromptQL
# customer-success
PK
MW
Mike W.CS Lead
Which accounts have growing Stripe billing but flat Mixpanel usage? Find them and schedule check-ins.
PromptQL
PromptQL
▸ Stripe + Mixpanel + HubSpot
✓ 7 accounts with billing-usage mismatch. 3 are annual plans where billing grew at renewal but usage hasn't caught up.
MW
Mike W.
Run this every morning at 9 AM. DM me the results on Slack.
PromptQL
PromptQL
✓ Scheduled. Daily at 9:00 AM PT. Results will DM @mike.w on Slack.
S
Slack DM preview9:00 AM daily
Billing-usage mismatch · Mar 18
7 accounts flagged. ↑ Acme Corp billing up 22%, usage flat. ↓ NovaPay resolved.
Next run: tomorrow 9:00 AM PT · Edit schedule

SECURITY AND ACCESS CONTROL

Virtualized data layer to enforce bulletproof authorization

Fine-grained access control

A virtual SQL layer queries your data in place — across databases, APIs, documents, and SaaS tools. Nothing is extracted, replicated, or cached.

Attribute-based policies govern every operation. Row-level, column-level, field-level. Users only ever see what they're authorized to see.

PS
Priya S. (Regional Ops Manager)
@PromptQL pull Q1 vendor contract rates and payment terms across all regions.
PromptQL
PromptQL

▸ Completed 3 steps

Showing vendor rates for West Region only. You don't have access to cross-region contract data.
4 vendors returned. 12 columns redacted (payment terms, margin %).
To request broader access, contact your workspace admin.

Human-in-the-loop verification

Annotate any operation and force end-user approval before it executes. Write actions, API calls, and data mutations are held until a human signs off.

Approval requests can't be skipped or bypassed. The authorization layer enforces them at the infrastructure level, not the application level.

10:42
Tuesday, February 25
PromptQLnow
⏸ Approval required
PromptQL wants to update 38 invoice payment statuses in Netsuite for vendor Acme Logistics.
Triggered by @carla.t in "Q1 vendor reconciliation"
SOC 2 Type II
HIPAA
GDPR