Suprata Insights

Overview

What Suprata Insights does

Suprata Insights pulls records and results from the systems and partners an organization already works with, checks and standardizes them every night, and turns them into dashboards people can trust. A leader sees the whole organization at a glance, a site manager sees only their location, a caseworker or counselor sees only their own people, and every number can be clicked to see what is behind it. Files that arrive in different layouts, names and units pass through the same mapping and quality checks before anything reaches a chart.

Built-in tools go beyond charts: an early-warning list that shows why each person was flagged, fair comparisons that hide groups too small to report, side-by-side comparisons, goals with baselines and targets, a report builder that saves and schedules reports, and a question box that answers in plain English and shows the exact query it ran. When the results are for the public, Insights adds a public map dashboard, alerts when a threshold or a sharp rise is reached, a weekly plain-language summary drafted by AI for staff to approve, and always-current widgets partners can embed on their own websites. Every sign-in, view, export and approval is recorded.

Who it’s for

Built for organizations like yours

Insights fits a wide range of organizations. Hundreds of organizations already run their work on the Suprata platform.

School districts, charter networks and private schools
State and regional education agencies and education service centers
Colleges, universities and community colleges (retention, attendance, early alerts)
Early-learning and after-school providers
Courts, juvenile justice and probation programs tracking caseloads and outcomes
Workforce boards and training providers
Health systems, clinics and care-management programs tracking patients by care team
Nonprofits and youth-serving organizations measuring program impact
Cities and counties with performance and strategic-plan dashboards
Housing authorities and social-service agencies with caseworker caseloads
Multi-site private businesses (franchises, clinics, fitness and membership businesses) tracking attendance, retention and goals by location
Tutoring, camp and enrichment businesses
Regional councils and councils of governments
County and city health departments
State public health and environmental agencies
Water, sewer and wastewater utilities
Environmental monitoring and testing labs (public or private)
Universities and research centers running surveillance or monitoring studies
Hospitals, health systems and clinics tracking community illness
School districts and campuses watching illness trends
Airports, ports, corrections and large facilities with on-site sampling
Nonprofits and coalitions publishing community data
Private consultancies and contract labs that report results to many clients
Any organization that must publish clean, comparable data from many sources

Features

Everything Insights can do

105 capabilities in 16 areas. Every one of them can be shaped to your rules.

Role-based dashboards

District leader dashboard: key numbers, plan goals, 'needs attention this week', schools at a glance, weekly attendance, four-year trend
Building dashboard limited to the principal's own school: students to check on, chronic absence by grade, weekly attendance
Counselor dashboard for a caseload (e.g. last names A to G): students to see first and a seniors' readiness checklist
Classroom dashboard for a teacher's own sections only: students to check on, fall screener, quarter progress grades
Every page and every query limited to the signed-in role's scope (district, building, caseload, class)
Pages a role may not see are hidden from the menu and blocked with a clear message
Select any number to drill down to the students behind it
Filters for year, school, level, grade and student group on every dashboard
'Data through' freshness date from the nightly refresh

Topic dashboards

Enrollment by school, grade and student group, five-year trend, new to the district, school-by-grade table, CSV export
Attendance and chronic absence by week, school, grade and student group, with a five-year trend
Assessment and growth: achievement levels, levels by grade, growth vs. proficiency by school, growth percentile by grade, proficiency trend
Fall benchmark screener results for the current year
Grades: D and F rate by core course, mark distribution, missing work, list of students with a D or F
Behavior: incidents by type, location and month, responses, suspension risk ratio by student group
State accountability dashboard organized by the five state performance standards, with a subgroup table
College and career readiness: graduation rate, readiness indicators earned, career pathways, postsecondary placement, where current seniors stand

Early warning

Point-based early-warning score from attendance, attendance drop, prior chronic absence, suspensions, course failures, state test, screener and credits
Every flag shows its reason, value, rule and data source
Demographics are never used as risk factors
High / moderate / low tiers, new-this-week flags, chart of what drives the flags
Flagged-student list with paging and CSV export

Analysis

Equity matrix comparing each student group with all students across measures
Gap over time chart for any measure and group
Compare any two groups: schools, grades, student groups or school years side by side
Follow one graduating class over time
Program effectiveness: participants compared with similar non-participants (including an honest 'no effect' example)
Participation by year for each program
Strategic plan goals with baseline, straight-line path, target, owner and on-track status

Student records

Student list with search by name or ID, limited to the viewer's scope
Student profile: why flagged, attendance, assessments, behavior, programs and readiness
Every profile view is recorded in the audit log
Presentation mode replaces names with initials and ID for screen sharing

Questions, reports and exports

Ask a question in plain English; the answer uses the same governed definitions and shows the exact database query it ran
Questions follow the viewer's role (a principal's query is limited to their school)
Suggested example questions and a history of your recent questions
Report builder from approved measures, grouped by school, level, grade or group
Save reports to a library and schedule delivery (weekly, monthly, yearly) to named recipient groups
Export to CSV and print; small groups suppressed in every export

Data pipeline and governance

Nightly loads from each source: student information system, attendance, behavior, gradebook, state test files, benchmark screener, readiness files, staff directory, graduate survey
Standard connectors described: OneRoster, Ed-Fi, secure file transfer, vendor APIs, directory sync
Run history per source and records loaded per night chart
Validation rules checked on every load
Reconciliation report comparing dashboard totals with source systems and state-reported figures
Data-flow diagram
Data dictionary: one definition per measure, used everywhere, with privacy rules and data model

Privacy, roles and audit

Groups under 10 people suppressed everywhere, including exports
Sensitive fields (such as lunch status) restricted by role
Roles matrix showing who can see what
Audit log of role switches, student views, exports, schedules, questions and denied access
Quick-start guide for each role
Times shown in the viewer's own time zone
Data never sold, never used for advertising or to train AI models

Public dashboards and multi-source data

Public dashboard

Home page with the region-wide level and trend for each tracked target, the week covered and the population served
Five-step color level scale (Very low to Very high) with a level key on every view
Trend direction chip (increasing, decreasing, steady) with the 15-day percent change
Interactive map of service areas colored by level, with a matching table for screen readers and small phones
Small areas under a population floor are hidden on the public side but still counted in regional totals
Detected / not detected view for rare targets, with a 12-week results timeline
All-targets grid: every area and every target at a glance, plus side-by-side regional trend charts
Area list and per-area page with population, facility, sample type, collection schedule and trend charts
Trend charts show each sample, a smoothed trend line and a confidence band, with selectable time ranges
Notice when a data source is running late
Plain-language 'How to read this' page explaining levels, methods and data limits
Weekly summary page with the current approved plain-language summary and earlier summaries

Open data and sharing

CSV downloads: current levels, regional series, area list and data dictionary
Read-only public JSON API: levels, regional series, areas, per-area series, latest summary
Embeddable widgets (current level card or trend sparkline) added to any website with one line of code
Example partner page showing widgets embedded on a third-party site
Widget builder in the staff workspace with live preview and copy-paste code

Data intake and standardization

Upload a partner or lab results file (CSV) with automatic column detection
Two-step load: check first with a row-by-row report, then commit
Crosswalk maps each source's own names for sites, targets and units to one common model
Automatic unit conversion (per liter, per milliliter, per microliter, per gram of solids)
Per-source method factors with uncertainty ranges so different lab methods compare fairly
Normalization page showing each step from raw result to comparable value on a worked example
Split-sample study chart comparing the same samples run by three labs
Feed status for each source: push API, spreadsheet upload or secure file drop, with expected turnaround
Batch history with rows accepted, flagged, held and rejected
Machine intake API endpoint for lab systems (key required)

Data quality

Ten automatic rules on every row: required fields, known units, duplicates, plausible flow, sample strength, recovery control, below detection limit, timeliness, statistical anomaly, site and target mapping
Each rule has a severity: reject, warn, info or hold for review
Statistical anomaly check holds outliers off the dashboard until a person decides
Review queue to keep or exclude held values, with a required reason
Nothing is silently dropped; every decision is logged

Alerts and notifications

Alert rules: level reaches a threshold, rapid rise over 15 days, rare target detected, source feed late, results held for review
Staff can change thresholds, minimum levels and turn rules on or off
Alert log with acknowledge and resolve, with notes
Notification preview showing exactly what the email or text says
Alerts fire automatically when a newly loaded file crosses a rule

Plain-language summaries

AI drafts a short weekly public summary from the published numbers
Shows the facts the draft was built from, plus a reading-grade score
Staff edit and approve; nothing reaches the public page without approval
History of published summaries with who approved them and when

Analysis and planning

Regional overview for staff: current levels for every area including internal-only ones
Per-area staff page with raw recent results and quality flags
14-day outlook with an uncertainty band (illustrative)
Backtest showing how the forecast method would have done over the last 12 months
Data model page with an entity diagram and full data dictionary

Security, roles and audit

Role-based staff workspace: epidemiologist/analyst, lab data manager, communications officer, administrator
Each role sees and can do only what it needs (approve, acknowledge, load data, edit rules, manage widgets, manage keys)
Quick role switcher for demonstrations
API keys for agency endpoints (raw results, quality flags, alerts), rotatable and logged
Audit log of every sign-in, file load, quality decision, rule change, alert acknowledgment and summary approval
Times shown in each viewer's own time zone

Screens

See Insights at work

Real screens from the working copy, filled with made-up sample data. Click any screen to enlarge it.

How it fits

One platform underneath

Suprata is a versatile workflow and business intelligence platform that delivers the power of custom software with ease and affordability. Insights is built on it, so it shares the same engine, records and controls.

Workflow & automation

Approvals, work queues, reminders and rules move every Insights request forward without anyone chasing it.

Business intelligence

Live dashboards for every role and custom reports built from your Insights data, with an AI report builder.

Customer portal

The people you serve sign in to apply, book, pay, upload documents and check status, day or night.

Payments & billing

When Insights takes money, card and bank payments, invoices and refunds land in one ledger.

Integrations & API

A documented API, webhooks and exports connect Insights to the systems you already run.

Live

Click around a working copy

The working copy of Insights is filled with realistic, made-up data. There is no sign-up and no password. Pick a role and explore. Your changes stay in your own copy.

Open Insights (opens in a new tab) Or book a guided demo

Pricing

Ask about pricing for Insights

Every organization is different, so we price Insights around your size and needs. Tell us what you run and we’ll come back with a clear number.

Ask about pricing Book a demo

Or call 888-494-4335