TB1Business
Private & Sovereign AI Feasibility
Workload and data-boundary assessment, the SaaS, private cloud or on-premises decision, and a cost model.
Includes
- Private & Sovereign AI Readiness Assessment
Lab 03 · Transformation
Transformation Lab
Redesign how work moves across the business and build the systems that support it.
Operating models, private AI, agents and production engineering, measured stage by stage.
Business 3Technical 5
T · LAB 03
The lab at a glance
Business above, technical below.
Each lab decides on the business side and delivers on the technical side. Select a service to read what it covers.
UPPER HALFBusiness & consultingAssess · advise · design solutions · 3 services
- TB1Private & Sovereign AI FeasibilityWorkload and data-boundary assessment, the SaaS, private cloud or on-premises decision, and a cost model.$4,000
- TB2TRANSFORM Program & AI Operating ModelMulti-stage redesign with benefits tracked; AI operating model, centre of excellence, growth operations and delivery coaching.Per quote: we arrange the right team for your project and budget.
- TB3Managed AI ServicesOngoing tuning, administration and quarterly value reviews, with embedded engineers where the work needs them.Per quote: we arrange the right team for your project and budget.
LOWER HALFTechnical deliveryBuild · secure · integrate · operate · 5 services
- TT1Private AI Pilot & DeploymentA controlled pilot, then on-premises or in-region cloud deployment where nothing leaves your control.Pilot $8,500 · production: Per quote
- TT2Agentic AI & Chat/Voice AgentsMulti-step agents with limits, budgets, audit logs and approvals; chat and voice on web, WhatsApp, Teams and phone.Chat assistant $4,500 · one-workflow agent $8,500 · voice and multi-agent: Per quote
- TT3Custom AI Applications & ModernisationReference architecture, retrieval platforms, data foundations, and replacing spreadsheets and legacy systems.Discovery sprint $1,500 (credited) · spreadsheet-to-app $5,750 · small RAG $8,500 · larger builds: Per quote
- TT4AI-Built App Production ReviewAudit apps built with Lovable, Bolt, Replit or Cursor, then fix, refactor or rebuild with test automation.Review $1,500 · fixes and rebuilds: Per quote
- TT5AI Operations (AIOps)Evaluation, monitoring, cost control and model migration for AI in production.Setup $4,000 · run $1,000 a month
Services
Every service in the Transformation Lab
Scope, responsibilities and acceptance criteria are agreed before any engagement begins. Fixed prices are shown for defined scopes; everything else is Per quote, with the right team for your project and budget.
TB2Business
TRANSFORM Program & AI Operating Model
Multi-stage redesign with benefits tracked; AI operating model, centre of excellence, growth operations and delivery coaching.
Common starting problems
TB3Business
Managed AI Services
Ongoing tuning, administration and quarterly value reviews, with embedded engineers where the work needs them.
Includes
- Forward Deployed Engineers
TT1Technical
Private AI Pilot & Deployment
A controlled pilot, then on-premises or in-region cloud deployment where nothing leaves your control.
Includes
- Private AI (On-Premises & Private Cloud)
- Cloud AI Deployment with In-Region Residency
Common starting problems
TT2Technical
Agentic AI & Chat/Voice Agents
Multi-step agents with limits, budgets, audit logs and approvals; chat and voice on web, WhatsApp, Teams and phone.
Includes
- Agentic AI & Multi-Agent Systems
- Chat & Voice Agents
- Automation at Scale
Common starting problems
Price
Chat assistant $4,500 · one-workflow agent $8,500 · voice and multi-agent: Per quote
Ask about this serviceTT3Technical
Custom AI Applications & Modernisation
Reference architecture, retrieval platforms, data foundations, and replacing spreadsheets and legacy systems.
Includes
- Enterprise AI Reference Architecture
- Custom Retrieval (RAG) & Knowledge Platforms
- Legacy Modernisation & Custom Applications
- Data Foundations for AI
Common starting problems
Price
Discovery sprint $1,500 (credited) · spreadsheet-to-app $5,750 · small RAG $8,500 · larger builds: Per quote
Ask about this serviceTT4Technical
AI-Built App Production Review
Audit apps built with Lovable, Bolt, Replit or Cursor, then fix, refactor or rebuild with test automation.
Includes
- AI-Built Application Production Review
- Test Automation & Testing Centre of Excellence
Common starting problems
TT5Technical
AI Operations (AIOps)
Evaluation, monitoring, cost control and model migration for AI in production.
Includes
- AI Operations: Evaluation, Monitoring & Cost
Prices are in US dollars and exclude VAT. Fixed prices cover a defined scope, confirmed in writing before work starts. Payment: under $2,000 in full at the start; from $2,000, 30% to start, 40% at mid-point and 30% on delivery; monthly services are billed monthly in advance; 14-day terms. 50% of the GB2 fee is credited against a follow-on engagement started within 90 days (up to 25% of that fee), and the TT3 discovery sprint is credited against its build. Licences, cloud, inference, channel and exam fees are never inside a fee.
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Insights
From the lab's notebook
RAG vs fine-tuning: when retrieval, training or a better prompt wins
Retrieval changes what a model can see; fine-tuning changes how it behaves. A comparison of cost, updates, citations and upkeep, with a decision table and a prompt test to run first.
Read the article ↗
Arabic OCR for scanned forms and invoices: what breaks and how to test it
Arabic OCR can work on scanned forms and invoices, but only after you test it on your own documents, field by field. What breaks, how to score accuracy, and where a person should check.
Read the article ↗
AI voice agent for call centres: dialects, delay, handoff and recording
How to launch an Arabic AI voice agent on the phone: which calls to start with, testing dialects, cutting delay, handing over to people and the recording rules in Jordan, Saudi Arabia and the UAE.
Read the article ↗