Our approach
How we work.
A proven delivery methodology for custom CRM & CDP systems, orchestrated with AI — whether we implement a leading platform or build something bespoke around your business.
Our methodology
Discover. Design. Build. Integrate AI. Optimize.
Five phases, one outcome: a customer data system tailored to how your business actually works.
01 · Discover
We start with your business, not a template. We map your data sources, customer journeys, team workflows, and goals — and identify where unification and automation create the most value.
02 · Design
We architect the right solution for your situation: implementing a leading platform (Adobe Experience Platform, Salesforce) where it fits, or designing a custom CRM/CDP where it doesn’t. Data model, identity strategy, and integrations defined up front.
03 · Build
We implement and integrate. Clean data models, deduplicated records, reliable pipelines, and activation into the channels you actually use — built to be operated by your team, not locked behind a black box.
04 · Integrate AI
We weave AI into the system: lead scoring, summarization, natural-language search, and automated follow-up — always under your guardrails, with approval steps and full CASL/PIPEDA consent enforcement.
05 · Optimize
After go-live we measure, monitor, and tune. We document everything and train your team so the system keeps delivering — and improving — long after launch.
Tailored to your business — not a vendor’s template.
We are platform-agnostic. When Adobe Experience Platform, Salesforce is the right fit, we implement it properly and make it deliver. When the off-the-shelf path forces your business to bend, we design and build a custom solution instead. Either way, AI is woven through the result, and you own a system your team can actually operate.
Built with guardrails from day one.
Consent enforcement, suppression lists, audit trails, and CASL/PIPEDA compliance are designed in from the start — never bolted on at the end. AI automation runs under approval steps and clear limits, so you get acceleration without added risk.
Let’s scope your project.
Tell us about your data, your stack, and your goals. We’ll recommend the right path — implement or build — and send a scoped proposal.