How it worksServices

How We Engage

We go live in weeks.
We run it from there.

Managed Operational Intelligence is the core engagement — we connect, watch, and deliver. The offerings below design, customise, and scale that engagement when your operation needs more signal, more roles, or more custom action.

What is OI?

How OI Scales

Extensions that deepen the live picture.

Core Managed OI covers connect, watch, and deliver. These offerings expand what OI can see, who can contribute, and which agents act — bolted onto the same platform.

01
Process automation

Automations & Ingest

Document ingestion and vision pipelines that expand what Operational Intelligence can see.

When the signal lives in PDFs, invoices, field photos, or multi-format exports — not only in the ERP — we build the custom ingest and processing that turns it into live, typed records.

What this adds to OI

Unstructured and field reality lands in the live record — accurate enough to watch, current enough to act — instead of waiting for a manual compile.

How it extends OI
02
Applications

AI Apps

Shopfloor, vendor, and field apps that bring new roles into the OI purview — Zipdata as the backend.

When suppliers, shopfloor teams, or field users need a focused surface — not the full ops workspace — we bolt a thin app on top of the platform so their data and actions feed Managed OI.

What this adds to OI

New user groups contribute to — and receive from — Operational Intelligence without living in the ops console. One governed backend; the right thin client for each role.

How it extends OI
03
Data & analytics

Analytics Pipelines

Get the right data in, shape the analysis, and feed briefings, scorecards, and watches — not a standalone BI project.

When definitions conflict or sources do not join cleanly, we build the analytical layer that makes the live record decision-ready for Managed OI publishing.

What this adds to OI

A working pipeline: sources connected, metrics trusted, and recurring outputs that feed the OI loop — briefings and scorecards on a reliable cadence.

How it extends OI

At Scale

The OI platform is new. The team behind it is not.

We have designed, built, and operated production automation and analytics systems across manufacturing, CPG, pharma, and financial services for over a decade — at volumes that break spreadsheets and manual process.

200K+Transactions processed monthly
500+Distributors integrated
₹50L+Accrued savings for a single CPG brand
40-personManual team replaced by automated claims engine

Industries we have delivered in

ManufacturingOTIF intelligence, quality CAPA, supplier risk, reliability, shopfloor capture
PharmaDMS automation, scheme claims, master data, field reporting
CPGRetail visibility, KYC payments, loyalty programmes, audits
Financial ServicesDSA invoicing, e-signature, reconciliation, compliance
MediaMulti-project financial reconciliation, risk analytics
Cross-industryOperational intelligence, mystery shopping, survey analytics

Start the Engagement

First output in weeks, not six months of discovery.

We scope the first engagement around the workflow that needs intelligence most, go live in weeks, and stay on as your operations partner — extending with ingest, apps, pipelines, or custom agents as the operation needs them.

What is OI? →