you can actually trust.
Ask anything about your data. Get the answer, the chart, and the exact SQL + Python behind it — verified, never hallucinated. From CSV to board-ready decision in 60 seconds.
REVENUE BY PRODUCT
SELECT product,
SUM(revenue) AS total
FROM df
GROUP BY product
ORDER BY total DESCConnects to the data you already have
- PostgreSQL
- MySQL
- Snowflake
- BigQuery
- Redshift
- Google Sheets
- REST API
- CSV · Excel · Parquet
The wedge no analyst tool gives you for free
Cohort retention,
vs the 15% D2C benchmark.
Every D2C analysis surfaces an M0→M6 retention curve with the industry benchmark hairline. If you're below 15%, the report tells you. Auto-derived from your orders + customers tables — no SQL needed.
⚠ M1 retention 18% — above benchmark, but the dropoff to 12% by M2 is the real problem.
Specialized pipeline · not chat-with-CSV
Five specialized models.
Each doing what it's best at.
Generic AI tools throw one model at every problem. Workliq routes each stage to the model that natively excels — a reasoning engine for analytics, an executive writer for narrative, a refiner for polish, a fast chat layer for follow-ups. Cost-aware: simple queries skip stages.
Data
DuckDB · scikit · SHAP · ARIMA. No LLM. Zero hallucination.
Analysis
Root cause. Confidence ranking. Statistical reasoning.
Executive
Board-grade narrative. Decision card. 90-day plan.
Refine
CEO-tier polish. Active voice. <22 word sentences.
Chat
Sub-second follow-ups. Interactive UX. Suggestions.
Cost stays ₹0 on free tier — most queries skip 3 of the 5 stages.
Capabilities
Six analyst-grade engines.
One simple chat.
Drop a CSV. Ask in plain English. Get the SQL, the Python, the chart, and the consultant-grade insight — in 60 seconds.
Pre-loaded with retail sales — no signup needed
Workliq vs the rest
Other tools show metrics. Workliq shows the diagnosis.
Every claim below is in the product. Not a roadmap, not a teaser. Verifiable on the live demo.
Typical AI analyst tool
14 charts. 0 decisions.
- · Average revenue ₹4.2L, top product Laptop
- · Refunds up 12% (no context)
- · CAC ₹2,840 (no benchmark)
- · NPS dropped 3 points
- · "Optimize marketing by Q3"
Reader still has to figure out: what's the actual problem? what do I do tomorrow?
Workliq · same dataset
1 diagnosis. 3 ranked actions. Rupee tradeoffs.
Diagnosis · 85% confidence
PMF erosion — 4 co-moving symptoms
Next move: 30-customer cohort interview · ↑ ₹2.4L upside · 30-day reversibility
Why WorkLiq
Trust every number you ship
Analyst-Grade
Every answer shows SQL + Python. Notebooks. Reproducible analysis. Copy the code and run it yourself.
Scientist-Ready
ML segmentation, OLS regression with SHAP. t-test, ANOVA, chi-square. ARIMA forecasting with confidence intervals.
Not a Black Box
Verify every result. See the exact SQL behind every answer. Low-confidence answers are flagged — never silently wrong.
Always Proactive
Anomaly alerts before you ask. Daily email digests. Scheduled analysis. Insights pushed to you, not waited for.
How it works
From raw data to a clear decision in 60 seconds
s
from upload to a board-ready answer
Who it's for
See yourself in the product
Data Analysts
Stop writing the same SQL queries.
Ask in English, get verified results. See the exact SQL and pandas code behind every answer.
Startups
Get analyst-grade insights without hiring a data team.
Upload your CRM export or ops CSV. Board-ready insights in minutes, not days.
Researchers
Run real statistics without writing the code.
t-test, ANOVA, chi-square, regression — each with effect size and a plain-English read. Export-ready for your paper.
Students
Learn with real data — see the code behind every answer.
Every result shows the SQL and Python. The fastest way to actually learn data analysis, not just get an answer.
Pricing
Simple, honest pricing
Start with the demo — no account needed.
Starter
- ✓5 datasets
- ✓3,000 credits / month
- ✓SQL + Python output
- ✓Anomaly detection
- ✓Basic insights
- ✓All chart types
Pro
- ✓Unlimited datasets
- ✓12,000 credits / month
- ✓Full ML suite (regression, clustering)
- ✓ARIMA forecasting
- ✓Statistical tests
- ✓Email digest reports
- ✓PDF + Excel export
- ✓Shareable reports
Team
- ✓Everything in Pro
- ✓Team workspaces + RBAC
- ✓60,000 credits / month
- ✓14 connectors (DBs, Shopify, Stripe, Meta, Google, GA4)
- ✓Scheduled reports
- ✓Audit log (CA-ready)
- ✓Priority processing
INR today · USD & global card payments rolling out. A fraction of US-priced alternatives.
Early access
Built with feedback from early users
WorkLiq is in early access. We ship weekly based on direct feedback from finance teams, audit firms, and operators across India. Want to shape the product?
Join the early-access program→Stop guessing.
Start knowing.
Upload your first dataset free. No credit card, no setup fees.
SQL transparency · deterministic results · built in India 🇮🇳