Solutionbest-practices

PRO71 AI Knowledge Assistant - 30-Day Deployment

Your institutional knowledge - governed, bilingual, and answerable - deployed in 30 days with a full audit trail. A production-grade RAG assistant built on your documents, with role-based access and a compliance-reviewable log. The deployment is fixed at 30 days. The system is yours.

UAE enterprise team reviewing governed knowledge assistant materials and audit-ready workflow documents.

Your institutional knowledge - governed, bilingual, and answerable - deployed in 30 days with a full audit trail. A production-grade RAG assistant built on your documents, with role-based access and a compliance-reviewable log. The deployment is fixed at 30 days. The system is yours.

Your institutional knowledge - governed, bilingual, and answerable - deployed in 30 days with a full audit trail. A production-grade RAG assistant built on your documents, with role-based access and a compliance-reviewable log. The deployment is fixed at 30 days. The system is yours.

What this solution covers

Your institutional knowledge - governed, bilingual, and answerable - deployed in 30 days with a full audit trail. A production-grade RAG assistant built on your documents, with role-based access and a compliance-reviewable log. The deployment is fixed at 30 days. The system is yours.

How it works
## When this solution fits Fit triggers: staff lose time searching policies/SOPs across drives; bilingual answer parity is required; a prior AI pilot stalled, hallucinated, or was rejected by compliance; leadership holds an AI mandate with no safe delivery path; a new system is under-used because staff cannot find how to use it. ## Decision frame Decision frame: deploy a governed, fixed-scope RAG system - not an open-ended pilot. Governance (role-based access, audit trail, bilingual RAG, 'I don't know' over hallucination) is what makes an assistant production-ready vs a demo. ## Delivery route Delivery route: Week 1 immersion, ingestion, chunking, indexing (up to 500 docs); Week 2 role-based access, bilingual tuning, audit logging; Week 3 staging interface and UAT; Week 4 training, go-live, handover. Three milestone-gated payments (40/35/25). ## Proof and how PRO71 keeps claims honest Proof discipline: production AI copilot for a UAE government healthcare client (anonymized until cleared - A2); Sharjah award system existence and scope (A1, no metrics); Frappe/Next.js/Flutter/Enterprise RAG stack public-ok (D2). Adoption 80%+ within 30 days is an SOW milestone and design standard, NOT a sourced client result (do not encode as fact). This solution is part of the PRO71 Q3 2026 spearhead-offer route: it is anchored to a live PRO71 service family and a dedicated lead magnet, and should receive internal links from the supporting Q3 social and insight content.
Local market context

For the UAE (and KSA where in scope), the engagement accounts for Arabic-English parity, data residency and ownership, access controls, approval paths, and applicable compliance context (PDPL, WPS, VAT, NESA/DESC where relevant) - as topics PRO71 designs for, not certifications claimed.

Deliverables

What you actually get

Fit and readiness review

Fit triggers: staff lose time searching policies/SOPs across drives; bilingual answer parity is required; a prior AI pilot stalled, hallucinated, or was rejected by compliance; leadership holds an AI mandate with no safe delivery path; a new system is under-used because staff cannot find how to use it.

Scoped delivery route

Delivery route: Week 1 immersion, ingestion, chunking, indexing (up to 500 docs); Week 2 role-based access, bilingual tuning, audit logging; Week 3 staging interface and UAT; Week 4 training, go-live, handover. Three milestone-gated payments (40/35/25).

Adoption and proof plan

Acceptance criteria, owners, and measurement framed as SOW standards - no unverified metric is presented as a sourced result.

Execution process

How the engagement runs

1

Immersion and operating context

Map the current workflow, owners, systems, content, and data before proposing configuration.

2

Decision frame and scope

Decision frame: deploy a governed, fixed-scope RAG system - not an open-ended pilot. Governance (role-based access, audit trail, bilingual RAG, 'I don't know' over hallucination) is what makes an assistant production-ready vs a demo.

3

Build, review, go-live, handover

Delivery route: Week 1 immersion, ingestion, chunking, indexing (up to 500 docs); Week 2 role-based access, bilingual tuning, audit logging; Week 3 staging interface and UAT; Week 4 training, go-live, handover. Three milestone-gated payments (40/35/25).

Pricing context

Pricing is fixed for the defined scope; out-of-scope requests are change-ordered in writing before work begins. See the offer file for current tiers and ranges.

Timeline context

Engagements start with a scoped discovery and decision-frame phase before delivery is scheduled in controlled, milestone-gated releases.

FAQ

Questions teams ask before they start

Who is PRO71 AI Knowledge Assistant - 30-Day Deployment for?

Your institutional knowledge - governed, bilingual, and answerable - deployed in 30 days with a full audit trail. A production-grade RAG assistant built on your documents, with role-based access and a compliance-reviewable log. The deployment is fixed at 30 days. The system is yours.

What gets decided first?

Decision frame: deploy a governed, fixed-scope RAG system - not an open-ended pilot. Governance (role-based access, audit trail, bilingual RAG, 'I don't know' over hallucination) is what makes an assistant production-ready vs a demo.

How does PRO71 handle proof and metrics?

Proof discipline: production AI copilot for a UAE government healthcare client (anonymized until cleared - A2); Sharjah award system existence and scope (A1, no metrics); Frappe/Next.js/Flutter/Enterprise RAG stack public-ok (D2). Adoption 80%+ within 30 days is an SOW milestone and design standard, NOT a sourced client result (do not encode as fact).

Turn this interest into a scoped PRO71 conversation

Share the current operation, target outcome, decision timeline, and constraint. PRO71 maps the service, solution, and proof path before proposing execution.

Request a scoped conversation
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Dubai, United Arab Emirates

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