DISCOVERY LED. VALIDATION BUILT.
Better solutions start with
discovering the right problem.
Ground Floor Labs helps impact-oriented teams stop building the wrong solutions. Our Build With Validation® (BWV) methodology validates your initiative, product, or program assumptions before your budget is committed.
THE PROBLEM
Most initiatives fail at the assumption stage. Not the execution stage.
Whether you're designing a pilot program, allocating funding, or building a product or service, the expensive mistakes happen before a solution is chosen. They happen when organizations skip the discovery that would have changed everything.
You're solving the visible problem, not the real one
Surface-level problems have surface-level solutions. The programs that underperform, the products that miss, the funding that doesn't move the needle, they were built for symptoms.
Discovery finds what's actually driving or limiting results and reduces risk.
THE RESULT
MIT reports 95% of corporate initiatives show zero return. Program and product rates are often reported above 70%.
Your Assumptions are Invisible
Every initiative runs on assumptions about who needs what, what barriers exist, and what will create change. Most organizations never surface them, rank them by risk, or test them before committing. The result is the often too-late realization that foundational assumptions were incorrect.
THE RESULT
Once critical assumption failures begin to surface, team progress slows, projects delay, frustrations, and friction in critical decision-making increase when speed matters most.
Capability leaves when the consultant does
When your consultant leaves, so does the methodology. Every new initiative starts from scratch. There's no shared language, no reusable framework, no institutional capability that compounds over time.
THE RESULT
Building capacity for clients is a core objective of Ground Floor Labs. We believe knowledge transfer builds communities and drives our clients’ successes.
The Quiet Truth
Most organizations don't need better ideas, they need data-informed decisions earlier in the process.
WHO IS THIS FOR
The people accountable for outcomes when the solution doesn't deliver.
Across sectors, our clients share one thing: they need to know they're solving the right problem before they spend their budget, deploy the program, or build the solution. BWV is the framework that makes that possible.
Economic Development Organizations
When funders require economic diversification results, communities need improved outcomes, and you need one defensible program that delivers both. You need to discover what's actually holding businesses back before the design and delivery of programs are supposed to help them.
Businesses and Product Development Teams
When you're leading a product, AI, or innovation initiative, you need a structured way to validate your assumptions before committing the budget, so you stop discovering you've built the wrong thing six months after you've built it.
When you need to prove impact to funders, find better funding options, or redesign programs that aren't working, you need a structured way to identify what's really driving our outcomes and the evidence to act on it.
Executives & Program Leads
When you need to defend an investment to a board, funder, or leadership team, you'll need metrics that show validated progress, not just activity, so I can justify the spend before the outcomes arrive.
Progress in innovation isn't measured by what you built.
It's measured by what you learned.
The GFL Methodology
Discover the problem worth solving.
Validate the data-informed solution.
Build With Validation.
Build With Validation (BWV) is the award-validated methodology at the core of everything GFL does. It is not a report, a workshop series, or a consulting engagement that GFL retains on exit. It is a transferable decision-making system that organizations own permanently after engagement.
BWV applies to any initiative where the foundational assumptions haven't been tested, such as economic development programs, AI adoption mandates, product launches, funding strategies, and program redesigns. The mandate changes. The methodology doesn't.
Every engagement ends with a team that can run the next initiative without us. That's not a nice-to-have. It's the design.
01
Discovery: Identify what is unknown and driving outcomes
We map every assumption your initiative is running on, rank them by risk, and surface the ones most likely to derail you. Stakeholder interviews, data review, and assumption mapping. Ends with a diagnostic briefing and a clear recommendation: proceed, pivot, or pause.
Innovation metric: assumption risk score by category
02
Design: Build with evidence, not conviction
With validated assumptions in hand, we work alongside your team to design and test the initiative. Real users. Real data. Real constraints. Every decision is made with evidence, not confidence. The output is a validated design not a prototype that will surprise you in production.
Innovation metric: validated learning rate · assumptions tested per sprint
03
Validate: Transfer the knowledge, not just the output
Real users. Real data. Real constraints. We test solutions against the assumptions most likely to derail them before resources are committed at scale. The result is evidence-backed confidence in what you're building and why.
Innovation metric: validated learning rate · assumptions tested per sprint
04
Exit: Transfer the knowledge, not just the output
The phase most consultants skip. We transfer the decision-making methodology so your team understands why each choice was made and can make the next one without us. Clean exit. No ongoing retainer by design.
Innovation metric: independence score · time-to-next-initiative
THREE WAYS TO WORK WITH US
One methodology. Delivered the way that fits your organization.
BUILD WITH VALIDATION
The full Build With Validation methodology is delivered as an 8-session facilitated program for your organization or business community. Assumption mapping, Innovation Accounting metrics, and train-the-trainer (T3) documentation that transfers the capability permanently to your staff.
Learn more →
DISCOVERY CONSULTING
Build With Validation applied to a specific organizational mandate, program design, funding strategy, product validation, or organizational change. The same Audit → Build → Embed → Exit model, scoped to your initiative. Consulting with organizations that need to solve the right problem before committing resources to a solution.
Learn more →
AI & INNOVATION
With billions in capital and investment now flowing to AI adoption, the question isn't whether to invest. It's which bet to make first. BWV applied to AI mandates surfaces the assumptions behind your initiative before you commit development budget or sign a vendor contract. Validate the use-case before you build on it.
Learn more →
WHAT CLIENTS GAIN
The outcome of a GFL engagement is not a deliverable. It's a capability.
Every organization we work with ends an engagement with something they didn't have before, not a report that lives in a shared drive, but a clearer understanding of the real problem, a validated path forward, and a team that can run the next initiative without starting from scratch.
A defensible decision before commitment
Evidence-based rationale for proceeding, pivoting, or pausing built before the budget is spent, not after.
Clarity on what's actually limiting outcomes
Structured discovery that surfaces the real barriers funding gaps, unmet needs, hidden assumptions before a solution is designed around the wrong problem.
Metrics that show real progress
Leading indicators validated learning rate, assumption risk score that tell you if your initiative is working before the lagging metrics arrive.
Clarity on what's actually limiting outcomes
Structured discovery that surfaces the real barriers funding gaps, unmet needs, hidden assumptions before a solution is designed around the wrong problem.
Protected investment
Budget directed at validated opportunities, not untested bets. The most expensive outcome is building something well that shouldn't have been built at all.
RESULTS
What the methodology looks like in practice.
Award Winning Solutions - Powered by GFL
Ground Floor Labs' discovery system and Build With Validation program supported Airdrie Economic Development's EDA Award-winning initiative, recognized for innovation and impact in rural economic development across Alberta.
Start here
Not sure which approach fits? Start with a conversation.
Every GFL engagement starts the same way: we understand what you're trying to achieve, where you're at, and what's in the way. From there we can tell you whether the BWV Cohort Program, Discovery Consulting, or something else entirely is the right next step.
BWV cohort engagements are scoped to align with per-supplier spending thresholds. Every cohort engagement includes a dual funder-ready outcome report economic development and AI adoption outcomes, separately formatted for each funder.
We'll map your current situation
What you're trying to achieve, what's in the way, and what you've already tried. No homework required before the call.
We'll identify the highest-risk assumptions
The beliefs your current approach is built on that, if wrong, would send everything sideways. These are where discovery starts.
We'll recommend the right engagement
Whether that is the BWV Cohort Program, Discovery Consulting, AI adoption validation, or something you build in-house we will tell you honestly what fits your situation.
You'll leave with something useful regardless
A clearer picture of your situation, the assumptions worth testing first, and a direction whether or not we work together.
Ground Floor Labs
Discovery-led. Validation-built. Helping organizations find the right problem and build the solutions that actually solve it.
Services
BWV Cohort Program
Discovery Consulting
AI & Digital Integration
Speaking
© 2026 Ground Floor Labs
Alberta, Canada · Working across Canada and worldwide