Business Automation
Automating one task does not redesign the business. Nuvelo rebuilds how requests, AI work, human decisions, and system updates move through each function.
Your team does not need another tool sitting on top of old handoffs. It needs an operating system for work: clear lanes, retained approval gates, owners, measurements, and workflows that improve as AI becomes more capable.
Customer input
Qualified lead request
AI work
Research, draft, summarize
Human decision
Approve pricing + terms
System update
CRM + follow-up task
Customer input
Qualified lead request
AI work
Research, draft, summarize
Human decision
Approve pricing + terms
System update
CRM + follow-up task
The mistake
Most companies start with a narrow task because it feels safe. A script moves data, a chatbot drafts text, or a tool summarizes a meeting. The business still waits on the same approvals, the same unclear ownership, and the same systems nobody updates.
A task gets faster, but the surrounding workflow remains unchanged. The team saves minutes in one place and loses them again through handoffs, rework, and missing system updates.
The workflow is redesigned from input to system update. AI does the work it should do, humans keep the decisions they should keep, and systems record the outcome without manual cleanup.
Nuvelo starts with the operating flow, not the tool.
Function operating system
The four lanes stay consistent across the business. The work items change by function. This lets leaders compare where AI removes time, where human judgement stays, and which systems must be updated for the workflow to hold.
Minutes removed
38 per proposal draft
Approval gates retained
pricing and legal terms
Systems updated
CRM and proposal library
Owner assigned
account executive
The map makes one thing visible: AI does not replace the operating model. It exposes whether the operating model was designed clearly enough to use AI.
Classification
The redesign starts by classifying work correctly. Deterministic work should not be handed to a probabilistic model. Probabilistic language and reasoning work should not be forced into brittle scripts.
Automation belongs where the input, rule, and output are known. It is the right choice for routing, reminders, formatting, extraction with stable structure, report distribution, and system updates.
AI belongs where the task involves ambiguity, context, drafting, summarizing, comparing, or reasoning. It should produce a recommendation or draft that a human can review when risk requires it.
The human lane is not a failure of automation. It is where the business keeps judgement, accountability, relationship context, commercial risk, and legal responsibility.
The right classification gives the business speed without surrendering control.
Measurement
Nuvelo measures the redesigned workflow against the old operating reality. The ledger connects time removed, gates retained, systems updated, and owners assigned.
Before
Sales proposal draft: 52 minutes, two manual handoffs, CRM updated after the fact.
After
Sales proposal draft: 14 minutes, pricing approval retained, CRM updated inside the flow.
Before
Support ticket triage: 20 minutes, inconsistent classification, escalation depends on memory.
After
Support ticket triage: 6 minutes, AI classification reviewed, escalation gate explicit.
Before
Campaign brief: 2.5 hours, scattered inputs, approval history trapped in chat.
After
Campaign brief: 55 minutes, inputs synthesized, approved assets stored.
Before
Month-end commentary: 3 hours, repeated manual explanations, board pack updated late.
After
Month-end commentary: 70 minutes, variance draft reviewed, close tracker updated.
Before
Daily exception review: 60 minutes, supplier follow-up written from scratch.
After
Daily exception review: 15 minutes, priority summary drafted, supplier status recorded.
Hours saved per week are calculated by function and workflow volume.
Approval gates are retained where risk, money, legal exposure, or relationship context require them.
System updates are included in the workflow design, not treated as after-work.
Every workflow has one owner who maintains it.
Hassan AlSakakini
Founder, Nuvelo Consulting
P&G
2009-2013
Nestle
2013-2016
Amazon Prime Video MENA
2016-2021
Arla Foods KSA
2021-2024
$0M
P&L responsibility up to
0
Teams up to
0
Markets across MENA and Europe
0
Years senior operator experience
Pricing
Use the existing redesign pricing set. The commercial model covers diagnostics, per-function programs, multi-function programs, operating-model redesign, advisory retainers, fractional leadership, and Saudi market entry where the operating redesign extends into market buildout.
The first scope is usually a diagnostic or one function. Larger programs are appropriate when three or more functions share the same broken handoffs or when leadership is ready to redesign decision rights across the operating model.
Diagnostic
Operating diagnostic + 90-day priority map
Prices are VAT-exclusive. 5 percent UAE VAT is added once Nuvelo crosses the AED 375,000 threshold.
Per-function AI programme
Deploy 2-3 workflows per function
Multi-function programme
Shared prompt library, 3+ functions at once
Prices are VAT-exclusive. 5 percent UAE VAT is added once Nuvelo crosses the AED 375,000 threshold.
Saudi market entry
MoC licensing to distributor terms + first 60 days
Operating-model redesign
Function boundaries, decision rights, review cadence
Prices are VAT-exclusive. 5 percent UAE VAT is added once Nuvelo crosses the AED 375,000 threshold.
Advisory retainer
Monthly operating cadence
Fractional (CMO, CAIO, CCO)
2 days per week, named handover date
Prices are VAT-exclusive. 5 percent UAE VAT is added once Nuvelo crosses the AED 375,000 threshold.
Questions
Nuvelo will classify the work, map the lanes, identify where AI belongs, preserve the decisions humans must own, and define what the system should update when the work is complete.
NUVELO OPERATING DIAGNOSIS
| Function | Sales |
| Workflow input | Lead qualification and proposal drafting |
| AI work candidate | Research, draft narrative, summarize objections |
| Human decision gate | Pricing approval and terms sign-off |
| System of record | CRM stage update + proposal library |
| First metric | Minutes removed per proposal draft |
SCOPED / 30 min call / binding spec follows