Guumel is a modern consulting studio blending strategy, data engineering, and applied AI. We help you design and launch intelligent systems that move real metrics — not just slide decks.
Data & AI experience
Strategy to production
Not just a vendor
Snapshot
Guumel Operating Canvas
Focus areas
01
Data & AI strategy aligned with business outcomes.
02
Modern data platforms and analytics foundations.
03
Applied AI, copilots, and workflow automation that actually ship.
04
Voice AI and intelligent customer experiences.
Typical engagement
6–12 weeks, focused scope
Outcome
Systems that keep delivering after we leave
Guumel combines deep hands-on experience in data engineering, analytics, and AI with a pragmatic consulting approach. We operate as an extension of your team — translating ambiguity into concrete architectures, roadmaps, and shipped solutions.
Whether you're clarifying your AI strategy, modernizing your data foundations, or launching voice and assistant experiences, you get senior-level thinking from day one, not a rotating cast of juniors.
Flexible, outcome-driven engagements that connect strategy, architecture, and delivery. Each project is tailored, but typically blends several of these pillars.
Strategy • Data • AI • Voice
01 • Strategy
Clarify where data and AI can create real leverage and design a pragmatic roadmap that fits your business, people, and constraints.
02 • Foundations
Design and implement modern data foundations so your teams can trust the numbers and your models have something solid to learn from.
03 • Applied AI
Translate promising AI ideas into safe, robust assistants and automations embedded in the way your teams actually work.
04 • Voice & CX
Design and deploy natural voice and conversational experiences that feel aligned with your brand and customer journey.
05 • Advisory
Ongoing strategic support as a fractional head of data/AI, keeping initiatives coherent, grounded, and moving.
Names are anonymized; details available in conversation. The common thread: practical delivery and measurable impact.
Healthcare
Designed and implemented a unified data layer for a multi-site clinic network, giving leadership real-time visibility into capacity, wait times, and bottlenecks.
Result: clearer prioritization, better resource allocation, and more predictable patient experience.
Home services
Architected AI voice flows that capture, qualify, and route inbound calls, including after-hours and peak-season spikes—without adding headcount.
Result: fewer missed calls, smoother dispatching, and higher booking rates.
Professional services
Helped a boutique firm standardize their data, build core dashboards, and introduce targeted automation for repetitive knowledge work.
Result: better visibility, less manual work, and more time for high-value client delivery.
Essays and practical frameworks on building data & AI systems that create durable advantage instead of short-lived hype.
Blog coming soon – ask for drafts when we speak.
Perspective
Why so many data initiatives stall at reporting—and how to move towards genuine decision and action loops.
Coming soon
Framework
A simple way to separate shiny demos from initiatives that will meaningfully shift your P&L and customer experience.
Coming soon
Field notes
What tends to work, what tends to go sideways, and how to navigate both with minimal drama.
Coming soon
Let's work together
Share a bit about your context and the outcomes you care about. We'll respond with a short note and a link to schedule time.
Prefer live conversation? We'll share a calendar link in our first reply.