AI Integration Sprint • 6 weeks
Executive reporting automation for ConstructionRiyadh, Saudi Arabia
Generate weekly KPI updates from source-of-truth data with review before distribution.
Founding cohort: $1,500 (50% off) for first 5 clients • Standard: $3,000 one-time
Explore: all construction pages in Riyadh • executive reporting automation across industries in Riyadh
Week 1: Map workflows
Constraints, data, tools, and success metrics.
Weeks 2–5: Build prototype
Implement the use case with guardrails and iterative testing.
Week 6: Framework + rollout
Implementation framework, SOPs, and a rollout plan.
Common bottlenecks in Construction
- • Progress updates and documentation are inconsistent
- • Site issues get reported late
- • Back-office workflows are fragmented across tools
Workflows we typically touch
- • Daily site reporting
- • Issue triage
- • Document intake (RFIs, photos, notes)
Integrations: Email, WhatsApp, Shared drives, Spreadsheets
What you get
- • Working prototype tailored to construction
- • Implementation framework (architecture + SOPs + rollout plan)
- • Human-in-the-loop guardrails (escalation + auditability)
How this use case works
Outcomes
- • Faster reporting
- • Cleaner cadence
- • Fewer manual consolidations
Guardrails
- • Source-of-truth constraints
- • Review required
- • Explainable calculations
Implementation approach
- • Define KPI set + sources
- • Automate consolidation and narrative
- • Review + distribute on schedule
More use cases in Riyadh
Same city + industry (construction), different workflows.
Same use case, other industries
Same executive reporting automation approach, adapted to different vertical workflows.
FAQ
Do you operate in Riyadh?
We work remotely with teams across regions. The free assessment clarifies whether the sprint is a fit for your workflows.
Is this only for Construction?
No — this page is tailored to construction, but the sprint works for any SMB with repeatable workflows.
Do we need perfect data to start?
No. We start with workflow mapping and a prototype using sample data, then define the rollout requirements.
Can it pull from spreadsheets?
Yes—spreadsheets are often the easiest source-of-truth for a first prototype.