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Case studies in calm delivery, workflow systems, and AI product execution.

These are the projects where the strategy becomes visible: product framing, operating systems, and execution layers built for founder-led teams and Saudi working contexts.

Archive

6 case studies

A mix of systems, prototypes, and delivery stories.

Featured

4 highlighted

The projects that best explain the operating style.

Focus

Founder-led teams

AI strategy, workflow consulting, and measured execution.

Featured case

AI Daily Workflow for a Professional Services Team

A founder-led services firm applies AI to the day — intake, briefs, decisions, follow-ups — without disrupting how the team already works.

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AI Daily Workflow for a Professional Services Team
AI ConsultingWorkflowSME

AI Daily Workflow for a Professional Services Team

A founder-led services firm applies AI to the day — intake, briefs, decisions, follow-ups — without disrupting how the team already works.

Problem

The founder spent the working day forwarding emails into tasks, rewriting briefs for the team, and chasing follow-ups. AI tools existed in the stack but lived in side tabs — nothing fit inside the actual working hour.

Approach

Mapped one real day end-to-end, found five repeating shapes of work, and placed AI exactly where each shape lost time. No new tools to learn: existing inboxes, docs, and chat stayed the source of truth. The AI layer reads, drafts, and proposes — the human stays in charge of every send.

Result

The founder reclaimed focus hours, the team stopped waiting on briefs, and decisions moved through the day instead of stacking up to the evening. Measured qualitatively: fewer end-of-day backlogs and a visibly calmer week.

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Deep Prompter
AI UXMini AppWorkflow

Deep Prompter

Bilingual research assistant that assembles copy-ready prompts for Gemini and other LLMs in minutes.

Problem

Research and strategy teams were rewriting prompts from scratch whenever the brief, language, or target model changed, slowing momentum.

Approach

Designed a calm, bilingual assistant that scopes the brief through guided chat, locks in model-ready constraints, and hands back a polished prompt instantly.

Result

Cut prompt drafting from 30 minutes to under 5 while aligning English and Arabic stakeholders on the same research deliverable.

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Stratus AI
AI UXPrototypingWeb

Stratus AI

A generative AI platform for creating and sharing immersive audio experiences.

Problem

Creators lacked tools to easily produce and distribute high-quality, generative audio stories.

Approach

Designed a web-based studio with a novel timeline editor, AI-powered voice synthesis, and a collaborative asset library.

Result

Enabled creators to produce content 10x faster, leading to a 300% increase in user-generated content within the first three months.

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Aurora Assist
AI UXWorkflowDesign Systems

Aurora Assist

Conversational co-pilot that orchestrates research, planning, and delivery across product teams.

Problem

Researchers juggled fragmented insights and handoffs, creating noisy backlogs and slow delivery cycles.

Approach

Built a calm orchestrator that unifies briefs, research, and execution. Designed trust signals, agent scopes, and a shared activity model.

Result

43% faster kickoff cycles, 2x activation, and a measurable increase in stakeholder confidence scores.

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Northstar Analytics
Data VizStrategyWorkflow

Northstar Analytics

Investor-grade dashboards with machine-curated insights and alerts for leadership teams.

Problem

Leadership teams lacked a single source of truth with proactive commentary across global product lines.

Approach

Created a modular narrative framework with scenario planning and AI-generated commentary anchored to live metrics.

Result

Cut reporting prep time by 65% and increased weekly active leadership sessions by 3.2x.

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Electricity Price Atlas
Data VizInteractiveStrategy

Electricity Price Atlas

Interactive electricity cost intelligence that keeps expansion and AI ops teams aligned on what power really costs.

Problem

Expansion leads and CTOs lacked a single, comparable signal for industrial versus business electricity rates across priority markets.

Approach

Built a monochrome, cobalt-accent atlas with hover-to-preview, pinning, and an embedded capacity calculator that harmonizes regional tariffs and sourcing notes.

Result

Shortened scenario planning from days to hours and gave leadership a calm, shared frame of reference for site selection and AI capacity spend.

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Next step

If one of these cases looks familiar, the next move is probably smaller than you think.

A short brief, a case walkthrough, or a direct contact note is usually enough to see whether the fit is real.