Use cases Six engagements Enterprise · services · logistics · public sector


Work we have led, and what it changed.

Outcome figures are indicative of the results these projects achieved.

01

Oracle Corporation

Global analytics

A conversational assistant over enterprise reporting

Business users could not find the report they needed inside a large analytics inventory. We defined and delivered an LLM assistant using retrieval-augmented generation, grounded in analytics metadata, documentation and knowledge bases, with multi-turn context, vector search and intelligent routing. Retrieval grounding and metadata ranking were designed specifically to reduce hallucination risk and earn user trust.

Less time to find an answer70%

Users in scope25,000

Knowledge sources unified4

Natural-language self-service RAG Evaluation framework

02

Oracle Corporation

Reporting sprawl

Hundreds of dashboards into one governed entry point

Reporting had fragmented across sales, finance and operations. We set the product strategy and led delivery of a centralized analytics platform: a scalable portal aggregating hundreds of dashboards behind role-based access, personalization by role, region and function, metadata-driven cataloguing, and fine-grained governance aligned to enterprise security standards — built to be extended with AI features.

Entry point for all analytics1

Business domains consolidated3

Rise in report usage45%

Governance Search and discovery Platform architecture

03

Cloud Notary Services

Regulated services

Canada's first remote online notarization platform

A regulated, in-person process had to work over video without losing its legal standing. We defined the product vision, user flows and technical architecture from concept to launch, integrating payments, e-signature and video into a single experience, and scaled it to serve a national client base within eighteen months.

Clients served15,000

Months concept to scale18

Of its kind in CanadaFirst

Regulated workflow Third-party integration Launch to scale

04

RR Donnelley

Logistics and manufacturing

Operational control across shipping and quality

Shipping optimization, quality control, pricing approvals and specification management were handled on spreadsheets and email across Canadian distribution workflows. We built the operational platforms that replaced them, integrating carrier services directly and giving supervisors visibility they previously had to assemble by hand.

Manual workflows replaced4

Faster pricing approvals30%

Carrier systems integrated3

Process automation Carrier integration Operational visibility

05

Brendan Wood International

Market research

Survey capture and analytics in real time

Financial market research depended on survey cycles that took weeks to turn into an executive deliverable. We developed real-time survey and analytics applications that streamlined data capture and rendered results as interactive visualizations, so findings could be reviewed while fieldwork was still open.

Time to resultsDays

Less analyst handling50%

Executive dashboardsLive

Data capture Interactive reporting Faster cycles

06

Quest Computing

Public sector and nonprofit

Grant management across two continents

Government, nonprofit and financial organizations across Europe and North America needed one grant management platform that could hold different regulatory expectations at once. We contributed to the development of a multinational Oracle-based system covering application intake, assessment, awards and reporting.

Continents served2

Sectors on one platform3

Intake to reportingEnd‑to‑end

Multi-jurisdiction Enterprise database Audit and reporting
Also delivered

Shorter engagements, same pattern

College of Carpenters and Allied Trades — a modernized course registration platform that reduced administrative workload by over 60% and gave members self-service access to training.

Nanowave Technologies — workforce operations tools: touchscreen time tracking and directory-integrated personnel management, improving reporting, approvals and IT provisioning.

Key account management, North America — product ownership of a platform serving 1,600 sales representatives and 300,000 accounts, including the modernization of the legacy systems beneath it.


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