One workspace forqueries, context, and control.
EarlyShift feels like a clean operating workspace, not a chatbot wrapper. SQL execution, document retrieval, specialist bots, and admin controls all live in one system.
SQL-backed answers, not guesses
Questions become validated queries, and answers stay attached to the source that produced them.
- Natural language to SQL translation with schema awareness.
- Validation and safety checks before a query runs.
- Full query audit trail for every answer.
- Support for spreadsheets, PostgreSQL, and internal APIs.
Example question
“What was the average cost per unit by region last month?”
EarlyShift translates this into a validated query, runs it against your data, and returns a traceable answer — no SQL knowledge required.
Bot Groups: parallel intelligence
Complex questions can hit multiple domains at once without forcing one oversized assistant to do everything.
Production bot
Output, throughput, downtime, scheduling.
Quality bot
Defect rates, inspections, compliance.
Finance bot
Cost per unit, margins, variance.
- Specialist bots can query separate data domains in parallel.
- The orchestrator merges those results into one answer.
- Teams avoid oversized prompts and brittle manual workflows.
- Bot groups can evolve as reporting needs change.
Multi-tenant by design
The same app can serve multiple teams or companies without letting data leak across boundaries.
- Tenant-level data isolation with row-level security.
- Role-based access across admin, manager, and user roles.
- Per-tenant branding and workspace configuration.
- Centralized controls for memberships, bots, budgets, and audits.
Security the ops team can explain
The product is designed for reviewability, traceability, and clear ownership of data access.
Connects to what you already use
No migration project required. EarlyShift sits on top of the data stack your team already operates.
Spreadsheets
Upload files, infer the schema, and query them through the same workspace.
PostgreSQL
Connect directly to operational databases with read-only credentials.
REST APIs
Expose live endpoints so assistants can work against current operational data.
Common questions about the product.
How does the SQL translation work?
You type a question in plain English. EarlyShift maps it to your data schema, generates a validated SQL query, runs it against your actual database, and returns both the answer and the query trace. No SQL knowledge required — but analysts can inspect the generated query.
What if my data is in spreadsheets, not databases?
EarlyShift handles both. Upload a CSV or Excel file and it automatically infers the schema and makes it queryable through the same interface as your database connections.
Can I control what each user can access?
Yes. Role-based access controls let you configure permissions per user — data upload, bot management, analytics, and admin access are all configurable. Row-level security is enforced at the database layer.
How do Bot Groups work?
A Bot Group is an orchestrator that routes your question to multiple specialist bots in parallel. Each bot queries its own data domain, and the orchestrator merges the results into a single coherent answer.
Is my data shared across tenants?
Never. Every tenant operates in full isolation — data, users, bots, and API keys are completely separated. Row-level security ensures no cross-tenant data access.
See the product against your own workflow.
Book a short session and we’ll show how EarlyShift answers real questions with the same controls your operators, analysts, and admins need.