PRODUCT OVERVIEW

One operating system for the work, the knowledge and the proof.

QANRI is an operational intelligence platform that brings field operations, employees, managers, company knowledge, AI and work evidence together in one system, deployed as a dedicated single tenant installation for each company.

QANRI does not merely track tasks. It makes field reality visible, brings company knowledge to the worker at the moment of need, helps managers direct the operation in real time, and turns completed work into a verifiable record with photos, video, time, responsibility and full history.

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The problem is not a lack of activity. It is a lack of one reliable operating picture.

01

Work is reported without proof

QANRI defines the expected result and required evidence before work begins, then keeps each submission with its review history.

02

Hours and commercial records drift apart

Time, responsibility and work context remain connected so cost and progress can be understood from the same operating record.

03

Company knowledge is scattered

Approved procedures, documents and training material can be retrieved in the context of the task instead of searched across folders and messages.

04

The field cannot depend on perfect connectivity

Core field actions remain durable on the device and synchronize when a useful connection returns.

05

Roles and decisions become unclear

Access, responsibility, review and the next action are tied to explicit company, project and role boundaries.

How QANRI works

01

Assign

Define the work, owner and required evidence.

02

Execute

Record progress where the work happens.

03

Submit

Return notes, photos, video and supporting evidence with the work.

04

Review

Accept the submission or request a correction.

05

Preserve

Keep every submission, decision and correction visible.

06

Act

See blockers, pending reviews and the next responsible person.

Company knowledge beside the person doing the work

A technician can ask QANRI how an assembly should be completed, what an approved procedure requires or what to check before escalating a fault. QANRI brings authorized company knowledge together with the current task and its history. Answers show their source context and support the work; accountable decisions remain with people.

A live operating picture for management

Managers can ask what is moving, what is delayed, which evidence is missing, what is waiting for review and who owns the next action. QANRI can organize the picture, surface risks and support coordination within granted permissions. Control and final decisions remain with the authorized manager.

Evidence, responsibility and history stay connected

Photos, video, notes, time and responsibility remain attached to the submission they support. File integrity is verified with server computed checksums, corrections never delete earlier submissions, and meaningful changes are written to an append only audit history. AI observations are labeled as AI derived and never replace the underlying evidence.

Understand time, cost and profitability before the project is over

Connected work and time records help the company see labor use, rework, delay and project cost while there is still time to act. Calculations are performed server side from one source of truth; screens present the result.

TRUST BY DESIGN

Where your data lives

Every QANRI deployment is single tenant. Your company’s data is not pooled with anyone else’s: one company, one dedicated system, running on your own infrastructure or on dedicated infrastructure operated for your deployment.

Operational records are stored in the deployment’s own database. Photos, video and documents are kept in private storage, are never served publicly, and are accessed only through short lived signed links.

QANRI’s AI runs on private infrastructure dedicated to the deployment. By default, no company data is sent to public AI services, and outbound AI traffic is blocked at the platform level. AI answers cite their sources, are labeled as AI derived, and never replace the underlying record. If AI is switched off, the platform keeps working.

Access is controlled at the backend with deny by default authorization, approved device registration and multi factor authentication. History is preserved: corrections never overwrite the past, and every meaningful change is recorded in an append only audit trail.

More than task tracking

Traditional tracking tools mostly record that a task was opened and closed. QANRI connects the task, the owner, field evidence, correction history, company knowledge and AI support in one operational record. Instead of scattered messages, spreadsheets, photos and verbal updates, the company holds one trusted record of the operation.

Value at every level of the operation

Worker

Clear assignments, approved guidance and immediate access to relevant company knowledge.

Field supervisor

Evidence review, correction without lost history and visible blockers.

Operations manager

A live view across projects, risks, pending decisions and ownership.

Employer

Current labor, cost, rework and profitability signals from the operating record.

Customer

Clearer progress communication and traceable updates when an action or approval is required.

Start with one real operation.

Bring us a workflow you run today: how assignments, updates, evidence and decisions move. In a controlled pilot we configure the roles and evidence requirements together, run it with a working team, and you decide from the operating record whether QANRI is a fit.

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