Daufx — a product of Warelytics
TheAIdataanalystyourcomplianceteamwillapprove.
Ask in plain English. Get governed, explainable, chart-ready answers from your live data — without the data ever leaving your control.
- Private by architectureverified
- Auditable by designverified
- Live on your dataverified
THE GAP
Your analysts want AI. Regulators want proof.
Public AI tools are blocked in regulated firms — they can't say where your data went or how a number was produced. So the work routes around the rules, and that's expensive.
Public AI = vendor risk
You remain fully liable for third-party data breaches. Data pasted into public AI tools is untracked vendor processing you own.
Regulators want traceability
RBI, SEBI and IRDAI expect every reported number to be reconstructable — audit trails, not emailed spreadsheets.
The DPDP clock is ticking
DPDP Rules notified Nov 2025; full compliance by May 2027. Penalties up to ₹250 crore for security-safeguard failures.
The hidden bill today: weeks-long BI queues, analysts re-keying data by hand, shadow-AI risk, and audit prep that eats days reconstructing how each number was built.
THE PRODUCT
An AI analyst that runs inside your boundary
Ask in plain English. Get governed, explainable, chart-ready answers from your live data — without the data ever leaving your control.
Private by architecture
Sensitive data is processed by local models on your infrastructure. The planning model sees masked columns and aggregates — never a raw row.
Data residency, by design
Auditable by design
Every analysis emits a cryptographic attestation — plan, code, tools and outputs — hash-chained and replayable on demand.
Every answer has receipts
Live on your data
Connects directly to your databases and files with change-data-capture. Answers reflect reality in seconds — no stale exports.
No migration. No copy-paste.
How it works
Which claims were denied most often this month?
Denial reasons · this month
Denial rate · 10d
Flagged claims
₹2.4Cr
CONNECTS TO THE SYSTEMS YOU ALREADY RUN
WHO IT'S FOR
Built for regulated industries — ready for the whole enterprise
Where privacy is mandatory and every number may be audited. Daufx connects to the systems you already run.
Banks, NBFCs & insurers
- 01Loan-book & NPA trend analytics, slippage forecasts — live and attested— live · attested
- 02Claims & underwriting analysis with customer PII masked from the AI— PII masked
- 03Continuous data-quality scoring on RBI / SEBI / IRDAI return inputs— A-grade avg
NPA trend
Current NPA
2.5%
Value on day one
Auto profile + data-quality grade A–F
Charts built & kept current automatically
Forecasting with model comparison built in
Role-based access down to the column
WHY DAUFX
Not public AI. Not another dashboard.
Conversational AI analyst
Daufx
✓
Public AI
✓
BI
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Runs inside your infrastructure, in India
Daufx
✓
Public AI
—
BI
partial
Live database connections (CDC)
Daufx
✓
Public AI
—
BI
✓
Replayable, tamper-evident audit trail
Daufx
✓
Public AI
—
BI
—
Column-level PII masking for AI
Daufx
✓
Public AI
—
BI
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SECURITY & DEPLOYMENT
Deploys your way — cleared for your security review
Managed cloud
Fully managed deployment with enterprise controls.
Your VPC
AWS / Azure India regions — data stays in your boundary.
Fully on-prem / air-gapped
Complete isolation for the strictest security requirements.
UNDER THE HOOD
A privacy bridge, not a data export
Sensitive data is cleaned, profiled, and analyzed by local models on your own infrastructure. The cloud planning model only ever receives masked schema and aggregates — never a raw row. Every run is executed in a sandbox and sealed with a replayable attestation.
Connect
Process locally
Plan on masked schema
Execute in sandbox
Attested answer
Connect (your DBs & files) → Process locally (clean · profile · features) → Plan on masked schema → Execute in sandbox → Attested answer + chart
SENTINEL
Coming nextDaufx doesn't wait to be asked.
Sentinel is a proactive monitoring layer. It watches your connected data, notices when something warrants investigation, and generates — then answers — its own questions against live retrieval, incorporating relevant external context where it materially affects the analysis.
Example · commodity exposure + geopolitical shock
- 01
Signal detected
Geopolitical event affecting a tracked commodity
- 02
Question generated
Sentinel asks: how does this affect our exposure forecast?
- 03
Live + external data retrieved
Internal holdings refreshed; relevant external context pulled in
- 04Sealed
Forecast updated & attested
Updated analysis surfaces — sealed like any other Daufx output
Every question Sentinel asks itself is logged and attested — exactly like every question you ask it.
THE RETURN
It pays for itself
Daufx grows analytics capacity without growing headcount — and removes costs you're paying today.
0 min
Weeks → minutes
Routine questions that waited in the BI queue are answered on the spot. Your existing team covers far more ground.
−0%
Less external spend
Replace recurring BI-contractor and consulting engagements with in-house, governed self-service.
0×
Audit prep collapses
Attestation replaces days of reconstructing how a number was produced. Hand the examiner the record.
0%
Shadow-AI risk removed
No more data quietly pasted into personal AI accounts — avoiding breach exposure and penalty risk.
GET STARTED
See it on your data, inside your walls
A six-week pilot in your environment, on a use case you choose, judged by success criteria we agree up front.
Week 1 — Scope
Pick the dataset, use case and success metrics. Security review of the deployment plan.
Weeks 2–5 — Pilot
Deploy in your VPC or on-prem. Analysts work real questions; compliance inspects every attestation.
Week 6 — Review
Measure time-to-answer, audit completeness, cost saved and adoption. Then decide.
Design-partner pricing available for the first cohort.