Anvaya अन्वय · the HR intelligence loop

Your HR systems already know. Now they can answer, act and prove it.

Anvaya connects the HRMS, ATS, listening, recognition and helpdesk systems you already run into one governed data layer, then puts three agents on top: one that answers every employee from your own policies, one that answers leaders with governed numbers, and one that nudges the right manager at the right moment — with a control group. Every quarter it tells your CFO what that was worth.

Serving India · Malaysia · UAE  ·  Data in-region  ·  DPDP · PDPA · PDPL by construction

Why a loop

Each HR vendor solves the part it can see

The HRMS adds "AI"

It answers questions about its own tables. It cannot join your ATS to your exits, or your helpdesk to your engagement survey — and organisations run six systems for good reasons.

The analytics suite stops at the chart

Global people-analytics platforms price from $50–100K a year, take a quarter to implement, and end at a dashboard. Nobody is nudged; nothing is measured.

The survey tool bolts on a nudge

Action without measurement does not survive as a category. A nudge you cannot prove changed anything is a notification.

The durable position is the one none of them can take: cross-system, decision-to-action, with the outcome measured.

Compliance by construction

Three data-protection clocks, one ledger

India · DPDP Act

Full enforcement 13 May 2027

Consent Manager registration opens 13 November 2026. Penalties to ₹250 Cr. Every employer needs a lawful basis for every employee record.

India →
Malaysia · PDPA

DPO and breach notification mandatory since June 2025

Employee data processed for stated purposes; a named data protection officer; breaches notified to the Commissioner.

Malaysia →
UAE · PDPL

Full enforcement 2026

Lawful basis, cross-border rules and data-subject rights, with penalties to AED 5 M. Saudi Arabia's PDPL is already issuing decisions.

UAE →

Lawful basis per person per purpose, consent per channel and notice version, retention enforced nightly, one erasure across every product, and an exportable evidence pack. What we can and cannot claim today →

What a leader sees

Ask the question; get the governed number and its source

Every answer, chart and signal carries where it came from: the metric version, each source system and when it was refreshed, and any caveat. Cohorts under ten are suppressed, visibly.

Is regretted attrition in Engineering–Bengaluru getting worse?
Yes. 6.3% over the last twelve months against 4.1% a year ago — three standard deviations above the org-unit baseline. New-hire 90-day attrition from agency sources is the largest contributor.
GROUNDED IN · attrition_regrettable v2 · Darwinbox refreshed 02:14 · TurboHire refreshed 02:20 · cohort 412 · not causal · illustrative, synthetic tenant
Pricing

Priced on employees in scope. Published, not quoted.

Lite
₹30 / employee / month
from ₹1.5 L a year · $3 internationally
  • Sutradhar on your policies
  • One connector or CSV
Foundation
₹60
from ₹6 L a year · $6
  • Sangam + Gargi
  • Three connectors
Growth
₹110
from ₹12 L a year · $11
  • Foundation + one agent
  • SSO · five connectors
Autonomous
₹200
from ₹30 L a year · $18
  • All five stages + Phala
  • Dedicated instance, your region
Who we work with

Built by someone who has been the buyer

Dattamsha Data Labs was founded by Daksh Sahni after a decade running HR analytics, compensation and HR digitisation at Pine Labs, Swiggy, Bharti Airtel, Sun Life and Concentrix. Profitable, self-funded, open-source-based, in-region.

Enterprise customers across food delivery, fintech and telecom digital labs