Serving teams ready to turn fragmented data into decisions they can trust

From fragmented data
to decisions your
team can trust.

Data engineering, analytics, automation, and applied AI consulting, built for teams that need real operational outcomes. Measurable outcomes, not just dashboards.

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Operating Picture SnapshotLive
Reporting cycle time82%
2.4h
vs 28 hour manual baseline
Ingestion
88%
Quality
97%
Coverage
94%
AI Operating Layer
IQ Chat, Support copilotsActive
IQ Connect, Cross-system automationActive
IQ Assistant, Back-office task orchestrationActive
~0%
reduction in reporting time for a national healthcare provider after automating manual reporting workflows
0+
source systems unified into a single, dependable reporting layer for a recent engagement
0 day
average response time from our senior delivery team, not a routing queue
The Challenge

The pattern we see everywhere.

Across healthcare, financial services, pharma, and beyond, the same operational friction shows up in different forms. If any of this sounds familiar, you're in the right place.

Data scattered across systems and spreadsheets, with no shared source of truth that everyone in the organization agrees on.

Manual reporting and reconciliation consuming hours every cycle, pulling analysts away from the work that actually moves the business.

Slow, inconsistent decisions because leadership works from different versions of the numbers, and nobody fully trusts any of them.

AI stuck in experimentation. Promising in pilots, never reaching daily operational use because the data foundation isn't ready to support it.

Compliance and executive reporting that takes weeks of manual effort, and still requires a team to reconcile it before it goes out the door.

How It Works

One operating picture.
Built around what you already have.

We unify your data, automate the manual work around it, and introduce AI your team will actually use, without replacing the systems you've already invested in. We start from a real operating problem, prove value with a focused first milestone, and scale from there.

Four-stage IQNOVO operating model: unify, automate, adopt AI, outcomes
01
Unify Data
Clean architecture, governed pipelines, and a single source of truth across your existing systems.
02
Automate Workflows
Eliminate high-friction reconciliation and reporting without reinventing your operating stack.
03
Adopt AI
Governed copilots and agents built for daily operational use, not quarterly demonstrations.
04
Measurable Outcomes
Real improvements in decision speed, reporting accuracy, and team capacity, measured from day one.
What We Deliver

Four services.
One coherent operating picture.

We work across all four disciplines in sequence or independently, depending on where you are and what you need first. Every engagement starts from your actual operating problem.

01
Data Warehousing
We design warehouse architectures, data pipelines, and governance patterns that make your reporting dependable, across finance, operations, and customer systems, whether you're starting from scratch or rationalising what's already there.
Discuss your data challenge
02
Reporting & Analytics
We create executive dashboards, operational scorecards, and forecasting workflows tailored to how your teams actually make decisions, not how a generic BI template assumes they do.
Talk about your reporting
03
Business Process Automation
We map high-friction processes, automate the right steps, and build governance into the workflow from the start, so that what gets automated stays accurate, auditable, and genuinely useful.
Identify what to automate
04
Business AI Adoption
We deploy IQ Chat (support copilot), IQ Connect (cross-system automation), and IQ Assistant (back-office task orchestration), copilots and agents that improve actual daily work, not tools that get demoed once and quietly shelved. Adoption-first, governance-built-in.
Talk about AI for your team
IQNOVO services overview: data warehousing, reporting, automation, and AIIQNOVO services overview: data warehousing, reporting, automation, and AI
Results
~0%

A national healthcare provider reduced reporting cycle time by roughly 80% after consolidating 30+ source systems into a single governed reporting layer and automating their source-to-report pipelines. That's the kind of first milestone we work toward.

0+
source systems unified into one reporting layer in a single engagement, without replacing the operational tools each team depended on
0 day
average response time from a senior team member after you reach out, you speak with the people doing the work
0
industries served across healthcare, financial services, biotech, and pharmaceuticals, with deep operational context in each
How Engagements Start

We start from your problem,
not a generic transformation plan.

Step 01
Discovery & Prioritisation
We align on business goals, current blockers, existing systems, and what a successful first milestone should look like. No pre-set agenda, we map to where you actually are.
Step 02
Practical Roadmap
You receive a phased plan with outcomes, delivery scope, dependencies, and where we can create value fastest. Built to be executed, not filed away after the kickoff.
Step 03
Hands-On Delivery
We implement with your stakeholders, document the system, and support adoption so that value shows up in operations, not just in a post-project presentation.
GDPR / CCPA Aligned
Data handling practices aligned with privacy regulations across all client engagements
WCAG 2.1 AA
Accessible design built in by default, not retrofitted at the end of a project
Senior Delivery, No Handoffs
The team you speak with is the team that does the work. No offshore transfer, no junior execution
FAQ

Questions we hear before the first conversation

No. Most conversations start with a business problem, a stack that feels messy, or a goal that hasn't been fully scoped yet. We're used to working with ambiguity, that's often where the most useful discovery happens. Bring what you have.
Yes. We typically start by improving the systems you already have, not replacing them. Our goal is to create value on top of your existing investment, not create a dependency on a new platform.
We structure work around early, useful milestones rather than long build-then-reveal cycles. Most clients see a meaningful, measurable outcome from the first phase before we scale further.
Senior team members from the first conversation through delivery. We don't use the intro call to close a deal and then hand you to a junior team. The people you speak with are the people who will do the work.
A senior team member responds within one business day, typically to understand your situation better and propose the most useful next step. There's no high-pressure sales call and no obligation to proceed.
Get In Touch

Schedule a Consultation

Tell us about your data, reporting, or automation challenge. We'll get back to you within one business day, with a genuine read on where we can help, not a sales deck.

A senior team member responds within 1 business day
No obligation, we'll tell you honestly whether we're the right fit
No requirement to have everything scoped, bring the problem as it stands
Your information is handled under our GDPR / CCPA-aligned privacy practices

We respond within one business day. No spam, ever.