Case Studies

We have doneour best workat intersections

Left Right Mind has been working all along at the intersection of design & technology, creative & analytical, and now artificial & human intelligence. Augmented IQ thrives at the intersection of documents & data, intelligence & action, AI capability & enterprise usability.

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Augmented IQ · Manufacturing

Turning a fragmented SharePoint estate into a single, citablesource of truth.

Knowledge that stays in-tenant. Answers that cite their sources. Permissions that match what users already have.

01

The Opportunity

The organization's institutional knowledge - competitive intelligence, vendor data, internal communications, legacy contracts - lived across SharePoint in a mix of modern Office files, legacy 97-format documents, and scanned PDFs. Teams spent days drafting newsletters and global updates from scratch, often paying external writers to do it. Analysts couldn't get reliable answers from financial vendor docs, invoices, and projections.

02

The Solution

Augmented IQ deployed inside the organization's own Azure environment, indexing SharePoint and answering natural-language questions with citations back to the source. Features included OCR for Scanned Files, Source-cited answers, RAG Search, SharePoint Indexer, Permission-aware, Content Safety Guardrails (Azure OpenAI content filters) and Audit Trail.

The Impact

CommunicationsAI-drafted citable documentsFirst drafts were judged comparable in quality to external writer outputs.
Competitor StrategyQ&A for analystsAnalysts received detailed answers to both specific and exploratory queries across mixed document formats, with the source documents shown alongside each answer.
ContractsContract comparisonSuccessful analysis of master agreements, amendments, and pricing terms with differences highlighted automatically.

Augmented IQ

Sharepoint Indexer
Content Safety Guardrails
Audit Trail
Permission-aware
OCR for Scanned Files
Source-cited answers
RAG Search
Workflow Digitization · Financial Services

Audit exceptions,
processed and closed at the speed of operations.

We built TRAQ Audit to turn every flagged record into an assignable, evidenced, audit-trailed task. Deployed across the organization's internal audit function, productized for any team running a data extraction and analysis software or its equivalent.

The Opportunity

Thousands of audit exceptions like duplicate vendors, payments outside policy, three-way-match breaks, remediated via email and spreadsheets.

Thousands of flagged records sit in spreadsheets with no owner, no deadline, and no closure path.
Senior auditors burn cycles chasing process -assignment, follow-up, evidence collection instead of analyzing risk.
When the regulator or external auditor arrives, no one can reconstruct who reviewed what, when, and on what basis.

The Workflow

TRAQ Audit workflow flowchart

TRAQ Audit

A configurable, mobile-first audit exception workflow - turning ACL output into assigned, evidenced, audit-trailed records that the audit team, business owners, and regulators all trust. One governed lifecycle from raw analytics output to closed and inspectable.

01

Ingest

Analytics output is pushed via Objective IDs. Records appear as structured, filterable tables, masked columns where sensitivity demands it.

Analytics → structured queue
ACL / IDEA
Column masking
02

Assign

Auditors assign records with priority, deadline, comments, supporting documents, with specific questionnaires built for the exception type.

Owner, deadline, evidence
Priorities and deadlines
Questionnaires and attachments
03

Process

Assignees respond to the questionnaire, ask peers for help, attach evidence, and close the record - or mark it invalid, or disown it back.

Resolve, evidence, close
Ask for help
Close, Mark invalid or Disown
Data, ML & Computer Vision · Manufacturing

Manufacturing-grade precision. Consumer-grade hardware.

Admin web portal for central oversight: manages scan, teams, players, and case histories.

01

The Opportunity

Custom-fitted helmets need a 3D model of the player's head - accurate to within a millimeter, because a poor fit is a safety problem. Until now, getting that scan meant getting the player to a facility with specialist hardware. The organization wanted to flip it: send the scanner to the player.

02

The Solution

A native mobile application for Android and iOS that guides any user through a structured 360° capture of a player's head, validates the images on-device, and feeds them into a distributed compute pipeline that produces a manufacturing-grade 3D model.

The Impact

01

Error tolerance

Sub-1mm error tolerance using ArUco marker calibration.

02

Multi-stage pipeline

Multi-stage pipeline running across Linux and Mac servers.

03

Offline usage

Works fully offline; scans sync when connectivity returns.

Scan & Measure App

Sub-1mm error tolerance
Guided 360° image capture
Lidar and Spacial Computing
Scan and Measure app for Riddell mockup
ArUco marker precision calibration
Photogrammetry Pipeline
Multi-stage Compute
workflow Digitisation . Manufacturing

Quality holds,fated and closedacross five regions.

We built a Quality Notification System that turns every block, fate decision, and early release into a governed, region-aware workflow - live across EU, AMET, LATAM, NA, and APAC.

5-0

market wrong release incidents

~200+

users across regions, post global release

0

adoption pushbacks reported

3

timezones in active delivery

01

The Opportunity

Quality exceptions around pallets, warehouses, transit stock, and release/fate decisions, managed through email, spreadsheets, offline forms, manual follow-ups.

02

The Solution

Thousands of audit exceptions like duplicate vendors, payments outside policy, three-way-match breaks, remediated via email and spreadsheets.

The Workflow

EVERY STEP TIMESTAMPED, ATTRIBUTABLE, EXPORTABLE.
CLOSURE

Quality Tracking App

01

Block

QA Requesters raise a block, populate pallet details, and dispatch to the right warehouse with a 1-hour acknowledgment SLA.

  • Raise & dispatch
  • 1-hour SLA
  • Cross-warehouse
02

Fate

Once blocked, pallets are routed through a structured fate decision: Release, Return, Destroy (with certification), or Rework.

  • Decide & certify
  • Return or Destroy
  • Allow for rework
03

Release

Pallet-level early releases during quarantine, grouped by batch, with WMS evidence captured on completion.

  • Batch grouped
  • Pallet-level
  • WMS evidence
Workflow Digitization · Construction

End-to-end
Quality inspections, from site to sign-off.

Real estate construction is complex and irreversible - a fault found late carries an outsized cost. TRAQ digitizes high-stakes physical-world inspection workflows at construction-site scale for in-process quality, and for pre-handover snagging.

~93K+

total inspections in a 3 year window

730+

checklists (from 230 baseline)

996

total users across 3 sites

33.6Days

average closure time

01

The Opportunity

A large real-estate conglomerate conducted quality checks on paper - across massive build sites. Inspections were incomplete. Errors never reached a central system in time. Leadership had no real-time view of inspection data. Inefficiencies resulted in rework, impacted timelines, led to increase in costs and risk to brand reputation.

02

The Solution

A configurable mobile-first inspection platform - that enables multi-stage construction quality checks, configurable checklists, photo evidence, and multi-level approvals. Covers Civil, Finishes, MEP, Infrastructure, EHS and Vendor QA.

The Workflow

TRAQ Inspections workflow flowchart

TRAQ Inspections

A configurable mobile-first inspection platform - that enables multi-stage construction quality checks, configurable checklists, photo evidence, and multi-level approvals behind one governed, auditable workflow. Covers Civil, Finishes, MEP, Infrastructure, EHS and Vendor QA.

01

Plan

Admins configure inspection workflows, checklists, and users centrally, one source of truth for the project portfolio.

Centralized configuration
Checklists
Users and Roles
02

Inspect

Inspectors capture checkpoint responses on mobile, with photos, geo-tags, voice notes and offline drafts when connectivity fails.

On-site capture, online or off
Photos, Voice Notes and Geo-tags
Offline Drafts
03

Analyze

Authorizers review, accept or reject with comments. PDF reports auto-generate; dashboards update in real time.

Verify, sign-off, dashboard
Two-level Reports
Auto PDF Reports
Get Started

Book a 30-minDiscovery Call forAugmented IQ.

Walk through Ask, Pattern and Act IQ on a real-looking workload. Bring one of your own workflows, we’ll show you what it looks like when it’s bespoke.

  • Deployed in your Azure private tenant
  • Every answer cited · every action audited
  • 80% platform + 20% purpose-built configuration
  • Production-ready in 10 – 14 weeks*

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* Subject to complexity of Workflows