Software, workflow systems, and AI case studies.

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, captures useful constraints, and prepares a prompt to review and copy.

Result

Designed to reduce repeated prompt drafting and give Arabic and English stakeholders a shared research brief. A measured time saving has not been established.

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.

Problem

Electricity comparisons mix utility tariffs, national averages, consumption bands and currency dates, making a single headline price easy to misread.

Approach

Built a warm editorial atlas with country selection, a calculator, and visible source dates and tariff scope. Unverified fixed rates stay unavailable.

Result

Provides a transparent starting point for scenario planning while showing where a local contract or further verification is needed.