By Anuvya AI LLP

One platform for your data —pipelines, analytics, and models —and reports you’d stake your name on.

DGenXT is the governed platform for regulated enterprises: build data pipelines without code, explore and visualize your data, train and run predictive models — and file regulatory reports like EBA, SEC, and MCA with confidence. One system, one source of truth, from raw data to submission.

26+ regulators22 ML algorithms6 report formats
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SSource · GL Ledger2.4M rowsingested
Join → Aggregategroup by entity, periodtransformed
XXBRL · EBA COREP5 validators · passedfiled

Built to file wherever your regulator is.

MCA IndiaSECUK FRCHMRCEBAESMA ESEFEIOPACompanies HouseFCAACRAFFIECFERCMCA IndiaSECUK FRCHMRCEBAESMA ESEFEIOPACompanies HouseFCAACRAFFIECFERC

The platform

One system. Four things your data needs to do.

Most organizations run separate tools for pipelines, dashboards, models, and regulatory filings — each with its own copy of the truth. DGenXT runs all four on one governed system, so a number means the same thing wherever it shows up.

Bring your data together

Connect any database or feed, shape it with visual steps or a plain-language request to AI, and run it reliably on schedule — no code, no brittle scripts holding it together.

See it, explore it, trust it

Live dashboards for the business and a SQL notebook for analysts — both reading the exact data your pipelines produce, with nothing copied into a spreadsheet first.

Predict what comes next

Train and run models — classification, forecasting, clustering and more — on data you already trust, with every prediction reviewed before your team acts on it.

File with confidence

Produce Excel, CSV, XML, and validated XBRL filings for 26+ regulators, with five automatic checks and a full audit trail behind every number that goes out.

Why DGenXT

Designed for the teams who can’t get it wrong.

No stitching

One system, not five

Pipelines, dashboards, models, and filings live together — not scattered across extracts, spreadsheets, and point tools that never talk to each other.

Compliance-first

Governed from day one

Sign-off, a full history of every change, and complete traceability apply to every pipeline, model, and filing — not just the regulatory ones. When someone asks how a number was produced, you have the answer in seconds.

Any estate

Fits the systems you already run

DGenXT works with the database your IT team already operates — no rip-and-replace, no migration project before you can start.

Human-in-the-loop

AI drafts, your team decides

Describe what you need in a sentence and DGenXT drafts the pipeline or report for review. Nothing goes live until someone on your team approves it.

Always visible

Nothing runs silently

Every job in progress shows its status as it happens. If something needs attention, you find out immediately — not after the deadline has passed.

Engineered in India

Made by Anuvya AI LLP

A focused team building serious data infrastructure for regulated enterprises worldwide.

How it works

From source to outcome, in four moves.

01

Connect your data

Point DGenXT at the database or file feed you already use. It lands the data in one place, organized by date, so you always know exactly what went into a number.

02

Shape it, without writing code

Filter, combine, and summarize by clicking together simple building blocks — or describe what you need and let DGenXT draft it for review.

03

Run it reliably

Turn the steps into a repeatable process that runs on schedule, retries automatically if something fails, and shows you exactly where it stands while it runs.

04

Deliver the outcome

A live dashboard, a trained model, an Excel/CSV/XML export, or a validated XBRL filing — produced from the same governed data, checked before it goes anywhere.

Data engineering

Everything a data pipeline needs, nothing it doesn’t.

Build without writing code

Put together exactly the data you need — filter, combine, and summarize — using simple visual building blocks. Every step is saved and reusable, so nothing is a one-off script only one person understands.

FilterCombineSummarizeReusable

Runs reliably, every time

Once a pipeline is set up, it runs on its own — automatically retrying if something goes wrong, and showing live progress from the first step to the last. Nothing runs invisibly.

Auto-retryLive statusFull history

Keeps up with data as it arrives

For data that never stops moving, DGenXT can process it continuously as it arrives instead of waiting for a batch — so downstream numbers stay current without extra manual work.

Always currentNo manual reloads

Describe it, DGenXT builds it

Tell DGenXT what you need in plain language, and it drafts the pipeline for your team to review and approve — a head start, not a decision made for you.

Plain-language inputYou approve

Works with the database you already run

Whatever database your organization already uses, DGenXT works with it — so adopting DGenXT does not mean migrating your infrastructure first.

No migration neededAny major database

Bad data never reaches a report

Every record is checked against your rules before it is allowed anywhere near a dashboard, model, or report — so errors get caught at the source, not discovered later.

Automatic checksCaught early

Connect

Fits into what you already run.

DGenXT connects to the systems you already use to pull data in, and shares governed results back out safely — so it’s a hub, not an island.

Bring data in from anywhere

  • Connects the way your systems expectSupports every common way systems authenticate with each other — credentials are always encrypted, never stored as plain text.
  • Only pulls what changedDGenXT fetches new or updated records instead of re-fetching everything each time, so nothing is wasted.
  • Plays nicely with the systems it connects toRespects the request limits of each system it connects to, and automatically backs off and retries if a connection is temporarily unavailable.
  • Built with your security team in mindEvery outbound connection is checked to prevent it from being redirected somewhere it should not go.

Share results out securely

  • Share results as a secure feedPublish the output of any pipeline as a protected feed other systems can consume — with an expiry date if you want one.
  • You choose exactly what gets sharedPick precisely which fields are visible to each consumer — nothing is exposed by accident.
  • Consumers get just the slice they needWhoever is consuming the feed can filter by date and field, so they only get the data relevant to them.
  • Every access is loggedWho requested what, when, and how much — logged automatically for your audit trail.

Analytics

See your data, without exporting it first.

Live dashboards for the business, and a notebook for the analyst — both reading the same governed data your pipelines produce.

Dashboards

  • Build once, watch it updateCreate charts over any pipeline output; pick a date and they render live — no manual refresh, no exported copies.
  • Themed for how your team worksLight, dark, or a denser operational view — dashboards adapt to the audience looking at them.
  • No separate copy of the truthDashboards read directly from governed pipeline output, so what the business sees always matches the data behind it.

Notebooks

  • SQL, not a ticket to ITAnalysts explore any table directly with SQL, without waiting for someone else to pull an extract.
  • Safe by defaultDestructive commands are blocked automatically, so exploration can never accidentally change production data.
  • Saved and shareableA notebook keeps its queries and results, so an analysis can be picked up again later or handed to a colleague.

Machine learning

Turn your data into a prediction, not just a report.

  • One workflow, five kinds of modelClassification, regression, clustering, forecasting, and text analysis — pick an approach, not a research project.
  • Trained on data you already trustModels train directly on your governed pipeline output — the same data, the same lineage, the same numbers as everything else.
  • Predictions, reviewed before they actRun predictions in batch or one at a time, and route the results for review like everything else in the system.
  • Versioned, never overwrittenEvery trained model is kept, so you can compare a new version against the one it replaced.
ClassificationRegressionClusteringForecastingText & sentiment

22 algorithms across five families — from logistic regression to transformer models.

Reporting & validation

Six formats. One source of truth. Nothing unchecked.

Generate the exact document each audience expects — and never send out a number that hasn’t been checked first.

ExcelCSVXMLTXTCustomXBRL

Real workbooks, not exports pretending to be Excel

  • Looks like a real workbook, because it is oneMulti-sheet workbooks with proper fonts, fills, borders, merged cells, embedded images and frozen header rows — not a flat file wearing an .xlsx extension.
  • Formatted the way your reviewers expectPer-report header and data styles, number and date formats, and auto-sized columns.
  • Set it once, it runs itselfDefine the layout once as a template, then have it generated automatically on schedule — always from the same governed data.

Validation you can see

  • Rules you set, enforced automaticallyMissing values, out-of-range numbers, and inconsistencies between fields are caught automatically, before they ever reach a report.
  • Checked five different ways before it is filedStructure, calculations, dimensions, formulas and regulator-specific checks gate every regulatory filing.
  • See problems before you submit, not afterEvery check result shows up as a clear pass, warning, or fail — right next to the number it applies to — so nothing slips through unnoticed.

Multi-jurisdiction XBRL

The hard part of regulatory reporting, handled.

  • Uses the real rulebook straight from the regulatorImport the official taxonomy directly from the regulator and map every concept precisely — not guessed from a filename.
  • Every filing checked five ways before it leavesStructure, calculations, dimensions, formulas, and rules specific to that regulator — all validated automatically, every time.
  • Handles complex, multi-dimensional returnsBuilt for detailed, cell-by-cell regulatory templates — like EBA COREP and FINREP — not just simple flat filings.
  • The exact package format each regulator expectsIncluding iXBRL, xBRL-CSV and full ESEF packaging with anchoring and filing indicators — ready to submit as-is.
India · MCAUnited States · SEC / EFMUnited Kingdom · FRC · HMRCEuropean Union · EBA · ESEFInsurance · EIOPASingapore · ACRAUnited States · FFIEC · FERCUK · Companies House · FCA

+ FFIEC, ACRA, CIPC, Denmark, Ireland, Malaysia, Saudi Arabia, UAE and more — 26 frameworks and counting.

Governance

The same governance covers every pipeline, model and filing — not just the ones a regulator will see.

Govern

Govern every change.

  • Four-eyes on every correctionWhen someone corrects a number, a different person has to approve it before it touches the official data — no one can quietly fix their own mistake.
  • Approval chains that match your organizationRoute a report through as many approval levels as you need — maker, checker, authority — each able to approve, reject or send it back.
  • Segregation of dutiesThe system enforces that a maker can never approve their own work — no self-approval, by design.
  • A record that cannot be rewrittenEvery approval, rejection and reversal is recorded with who did it, when, and why — permanent evidence for SOX and regulatory audits.

Trace

Trace every number.

  • Trace any number back to its sourceFrom any figure on a report or dashboard, step backward through every calculation and filter until you reach the original raw data it came from.
  • See how everything connectsA visual map of how your pipelines, models and reports depend on each other, so you can spot a broken link before it breaks a run.
  • Click any number in a filing to see where it came fromSearch a filed report and jump straight to any figure — with its full context and validation state right there.
  • Drill into any step of a running jobOpen the detail behind any stage of a pipeline or report in progress, with full context preserved — safely, even when multiple people are working at once.

Get started

See DGenXT against your data.

Bring a real filing, a real pipeline, or a report you dread building by hand. We’ll show you how DGenXT takes it from raw data to a finished, validated outcome — on your database, in your jurisdiction.

or write to admin@bigspark.co.in