Is your data actually ready for AI?
Ten plain-language questions about your pipelines, data quality, lineage, compliance, and AI practices. Answer honestly — you'll get a scored readout across the same five dimensions we assess in our full audit. No email needed to see your score.
Assess
We audit where your data is AI-ready and where it breaks.
Build
Clean, governed pipelines and platforms built to be trusted.
Activate
Real-time data, analytics, and AI/RAG systems that ship.
Scale
Outcomes you can measure, on infrastructure that grows with you.
Trusted data
foundations for AI.
We sell outcomes, not hours. Fixed-scope engagements and managed data teams — so AI makes your project faster and cheaper, not us slower.
AI-Readiness Audit & Data Foundations
Find what's blocking your AI, then fix the foundation.
Data Governance, Quality & Observability
Make your data trustworthy enough to power revenue and AI.
Cloud & Platform Modernization
Migrate off legacy into modern lakehouse and zero-ETL architectures.
Real-Time & Streaming Data
Give your AI agents and dashboards live context, not stale snapshots.
AI & GenAI Data Engineering
RAG pipelines, context engineering, and data prep that make LLMs reliable.
Analytics & Data Products
Semantic layers and data products your whole org can actually use.
We're not another dashboard. We're the evidence rail underneath it.
Every platform promises insights. Almost none can defend the number when the assessor, auditor, or regulator asks where it came from. Our four rails run on one chassis: AI proposes the mappings once, a human confirms, deterministic code executes forever — and every figure carries its evidence. Fixed fee, fixed scope, running in production.
Pravah
प्रवाह · flow
The RBI compliance & reconciliation rail
Shipping — first modules live- Co-lending reconciliation: bank and NBFC books matched transaction-level, breaks surfaced before the regulator finds them
- Element-based regulatory returns (CIMS, DNBS-02): source-to-return lineage, so every submitted figure traces to the ledger
- GSTR-2B reconciliation module for CA firms — the same rail, pointed at tax
Built for
NBFCs in co-lending partnerships · banks facing element-based reporting · CA firms serving both
Sammati
सम्मति · consent
The DPDP & ABDM health-data rail
Shipping on the ABDM rail- Consent enforced in the pipeline, not promised in a policy: purpose limitation, consent artefacts, and verifiable erasure as code
- ABDM/FHIR R4 compliance for HMIS and LIMS vendors — certified in 90 days
- DPDP-ready record systems for hospitals and diagnostic chains, with evidence trails for every access
Built for
HMIS/LIMS vendors · diagnostic chains · hospitals facing ABDM mandates and DPDP enforcement
Saakshya
साक्ष्य · evidence
The BRSR Core & CBAM evidence rail
Shipping on our compliance chassis- Every ESG KPI traceable to its source document — meter data, energy bills, fuel logs, ERP feeds in a governed evidence store
- Assessor-ready output: calculation sheets, emission factors, approvals, audit trail — generated with the number, not reconstructed before the audit
- Platform-agnostic: feeds the ESG tool you already bought, or replaces the spreadsheet chaos underneath it
Built for
Listed entities entering the FY 2026-27 glide path · CBAM exporters · CA and assurance firms who sign the assessment
Suphal
सुफल · good yield
Yield & telemetry rail for OSATs and data centres
Building next — two design partners in 2026- Yield-data lakehouse from day one: equipment/test-log ingestion, lot genealogy, first-pass-yield analytics
- Sovereign telemetry rail for DCs: power, cooling, capacity unified in-country with tenant-level isolation
- Vendor-neutral: we integrate with your MES and yield tools, we don't replace your fab stack
Built for
Greenfield OSAT plants and equipment vendors · DC operators selling to regulated enterprises and government
One chassis. Four regulators. Data that never leaves India.
How the chassis works →Industries We Serve
Governed data foundations and production AI systems for every regulated and data-intensive industry.
Banking & Financial Services
Proven"Regulatory reporting and reconciliation that can't afford to be wrong — Pravah."
Healthcare & Life Sciences
Proven"ABDM mandates and DPDP enforcement, turned into working pipelines — Sammati."
Energy & Utilities
Shipping now"Assessment-grade BRSR evidence and meter data at RDSS scale — Saakshya + Smart Meter rails."
Semiconductors & Data Centres
Building next"Yield data and sovereign telemetry for India's buildout — Suphal. Building next."
Focus Programs 2026
Where the biggest regulatory tailwinds are creating the sharpest data needs.
Smart Meter Data Program
India is installing ~1 lakh smart meters a day under RDSS — and building the analytics after the meters. We build the meter-data lakehouse DISCOMs and AMISPs need: interval-data ingestion at Kafka scale, AT&C loss analytics, theft and anomaly detection, billing-efficiency dashboards tied to the metrics that unlock RDSS funds.
ABDM Compliance Rail
NHA is progressively mandating ABDM compliance for PMJAY-empanelled hospitals. We take HMIS/LIMS vendors through FHIR R4 certification in 90 days, and run compliance + incentive-recovery rails for diagnostic chains and hospitals — priced on outcomes.