AI Integration Sprint • 6 weeks
AI knowledge base (RAG) for ConstructionMexico City, Mexico
Answer questions from your internal docs with citations and strict retrieval constraints.
Founding cohort: $1,500 (50% off) for first 5 clients • Standard: $3,000 one-time
Explore: all construction pages in Mexico City • ai knowledge base (rag) across industries in Mexico City
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 answers
- • Consistent guidance
- • Less tribal knowledge
Guardrails
- • Citation requirement
- • No-docs = no answer
- • Escalation
Implementation approach
- • Select source-of-truth documents
- • Build retrieval with chunking + citations
- • Add “don’t know” + escalation behavior
More use cases in Mexico City
Same city + industry (construction), different workflows.
Same use case, other industries
Same ai knowledge base (rag) approach, adapted to different vertical workflows.
FAQ
Do you operate in Mexico City?
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.
Does it cite sources?
Yes—answers are grounded in your docs with citations when configured.