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InstaBizIntel
Self-hosted · AI-native · your data stays home

Business intelligence that talks back

A complete data-science, BI and research platform. Upload your data, model it, build dashboards — then ask questions out loud and watch an AI analyst query, chart and explain.

15-day free trial · every account starts with a 50,000-row sample dataset and a ready-made dashboard.

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Statistical tests
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ML models & operators
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Chart types
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Analysis families

Statistics · Machine learning · PLS-SEM · Econometrics · Panel data · Time series · Qualitative (NVivo-style) · Voice AI

See it in action

Real output from the platform — research-grade methods and boardroom-ready visuals.

PLS-SEM path models
PLS-SEM path modelsSmartPLS-class structural equation modelling — path coefficients, R², loadings and bootstrapping, all on one canvas.
AutoML leaderboard
AutoML leaderboardOne click ranks algorithms with full metrics and SHAP explanations — up to 1M rows, no code.
Interactive dashboards
Interactive dashboardsPower-BI-style dashboards with cross-filtering, drill-through and scheduled refresh.
PREMIUM · RESEARCH-GRADE

Methods most tools simply don't have

Techniques normally scattered across a shelf of specialist packages — or written from scratch in code — here they are guided, point-and-click and publication-ready, in one workspace.

Fuzzy-set QCA (fsQCA)
Fuzzy-set QCA (fsQCA)
Rarely elsewhere
Configurational causation — calibration, necessity, sufficiency and truth-table analysis.
Network meta-analysis
Network meta-analysis
Rarely elsewhere
Compare every treatment at once — indirect evidence, league table and P-score rankings.
Wavelet coherence
Wavelet coherence
Rarely elsewhere
Market comovement across time AND frequency, mapped in a single view.
Dynamic-panel GMM
Dynamic-panel GMM
Rarely elsewhere
Arellano–Bond with Sargan and AR(2) tests — firm-panel endogeneity handled correctly.
Staggered DiD (Callaway–Sant'Anna)
Staggered DiD (Callaway–Sant'Anna)
Rarely elsewhere
Modern difference-in-differences, free of the classic two-way-fixed-effects bias.
DEA & Stochastic Frontier
DEA & Stochastic Frontier
Rarely elsewhere
Efficiency benchmarking — non-parametric DEA and parametric frontier, side by side.
Bayesian SEM (MCMC)
Bayesian SEM (MCMC)
Rarely elsewhere
Full-probability structural models via Gibbs sampling, with credible intervals.
Target-trial emulation (RWE)
Target-trial emulation (RWE)
Rarely elsewhere
Causal effects from real-world data with inverse-probability weighting and balance checks.
Pharmacokinetics (NCA)
Pharmacokinetics (NCA)
Rarely elsewhere
Cmax, Tmax, AUC, half-life and clearance derived straight from concentration curves.
Dissolution kinetics + f2
Dissolution kinetics + f2
Rarely elsewhere
Zero/first-order, Higuchi, Korsmeyer–Peppas and the f2 similarity factor.
Structural VAR
Structural VAR
Rarely elsewhere
Impulse-response functions and forecast-error variance decomposition.
Volatility spillovers
Volatility spillovers
Rarely elsewhere
Diebold–Yilmaz connectedness and systemic-risk networks across assets.

…and this is a selection. The research suite spans 300+ analyses — from descriptive statistics and econometrics to survival & reliability, causal inference, Bayesian methods and text analytics.

SMARTPLS-CLASS PLS-SEM

Structural equation modelling, the full workflow

Draw the path model, estimate it, and get every measure a reviewer asks for — measurement quality, structural paths, predictive relevance and the graphs to prove it. No separate desktop tool, no export dance.

Consistent PLS (PLSc) for reflective constructs
Loadings, indicator reliability, composite reliability & AVE
Discriminant validity — Fornell–Larcker and HTMT
Path coefficients, R² / adjusted R² and f² effect sizes
Predictive relevance via Q² blindfolding & PLSpredict
Bootstrapped t-values, p-values and confidence intervals
Mediation with specific indirect effects
Higher-order (hierarchical) constructs
Importance–Performance Map Analysis (IPMA)
Multi-group analysis (MGA) and moderation
Collinearity (VIF) diagnostics
Publication-ready path diagram & bootstrap graphs
PLS-SEM structural model

Structural model with path coefficients, R² and significance — drawn on one canvas.

Measurement model — loadings, composite reliability, AVE & HTMT

Measurement model — loadings, composite reliability, AVE & HTMT

Bootstrapping — t-values, p-values and confidence intervals for every path

Bootstrapping — t-values, p-values and confidence intervals for every path

Importance–Performance Map (IPMA) — turn coefficients into priorities

Importance–Performance Map (IPMA) — turn coefficients into priorities

Everything, in one platform

The everyday essentials your team reaches for every day — under the same roof as the research suite.

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Dashboards & charts
17 chart types, cross-filtering, drill-through, pixel-perfect PDF/PNG export.
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Model without DAX
Power-Query-style transform steps and a semantic model in plain SQL.
Agentic AI analyst
Ask in plain English — governed queries, live charts and whole dashboards, every SQL visible and audited.
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Voice built in
Hold to talk, hear spoken answers — fully self-hosted STT/TTS.
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Smart alerts
Threshold and anomaly-detection alerts to in-app, email and webhooks.
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Governed & secure
Row-level security, encrypted credentials, public share links and embeds.
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Research suite
SmartPLS-class PLS-SEM · 205 statistics · panel data · econometrics (VAR, VECM, GARCH).
Visual ML
RapidMiner + DataRobot-style workflows — 50 operators, deep nets, AutoML, SHAP.
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Qualitative analysis
NVivo-style coding, auto-theme with topics and sentiment, matrix queries.

Why teams pick it over Power BI

Authoring anywhere
Full builder in the browser — no Windows-only desktop app.
No per-viewer license
Invite unlimited viewers; your server, your rules.
Unlimited refreshes
Cron schedules with no 8-per-day cap.
SQL, not DAX
Measures are plain SQL aggregate expressions.
Transparent AI
Any LLM provider, every generated query shown and logged.
Your data stays home
Single-server self-hosted stack, DuckDB + Postgres inside.

Ready to let your data talk back?

Spin up your workspace in seconds — no credit card, full platform for 15 days.

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