SELECTED WORK — platforms in production, automation priced on verified net savings only, and AI leadership with visible results.
Proof, Not Promises

Real outcomes. Clear timelines.

Every card below answers three questions in ten seconds: what was it worth, what changed, and how fast. Client names are withheld under NDA; figures are measured against agreed baselines and ranged to protect confidentiality.

HospitalityConstructionReal estateSupply chainFinanceInsurance
01 — Cost Automation

Costs cut. Verified. Shared.

Nothing upfront — our only fee is a percentage of verified net savings. Slide through the engagements: what each was worth, what changed, and how fast it went live.

Hotel pool terrace at dusk HospitalityMulti-property group

Night audit: 6.5 hours → 22 minutes.

Every property closed the books by hand across four systems. Now an agent reconciles overnight — managers see only true exceptions.

Value0.8% of room revenue recovered
Outcome92% less reconciliation labor
TimelineLive in 8 weeks
Construction cranes over a building site ConstructionMulti-project contractor

Change orders billed in 6 days, not 34.

Site changes hid in emails and photos until they were too late to bill. Now an agent catches them, builds the evidence and links them to billing.

Value1.4% of project value recovered
Outcome+18% variations captured
TimelineLive in 9 weeks
Residential apartment building facade Real EstateProperty portfolio

Maintenance tickets triaged in under a minute.

Staff judged every ticket by hand — who pays, which vendor, is the invoice right. Now 71% resolve without a human touching them.

Value6.3% of vendor spend caught
Outcome71% resolved with no human
TimelineLive in 8 weeks
Aerial view of a container port Supply ChainNational distributor

84% of order exceptions resolve themselves.

Stuck orders meant expedite freight and missed SLAs. Now an agent clears price, inventory and EDI conflicts across ERP, WMS and TMS.

Value−31% expedite freight spend
Outcome+9 pts on-time shipping
TimelineLive in 10 weeks
Container ship under port cranes LogisticsRetail supplier

Claims recovery: 34% → 79%.

Deductions and freight claims were written off as a cost of doing business. Now every claim is filed on deadline with the proof attached.

Value2.3× leakage recovered
Outcome99% of claims filed on time
TimelineLive in 7 weeks
Invoices and calculator on a finance desk FinanceShared-service center

93% of invoices processed touchless.

AP keyed invoices from PDFs and matched them by hand — missing duplicates and discounts. Now the agent matches, flags and captures them.

Value0.4% of AP spend recovered
OutcomeCycle time 9 days → 1.5
TimelineLive in 9 weeks
Handshake between a service agent and a client Customer OpsConsumer brand

Warranty response: 26 hours → 8 minutes.

Claims arrived by email, portal and phone; agents adjudicated each one by hand. Now 76% are decided within policy automatically.

Value−58% cost per claim
Outcome76% auto-decided in policy
TimelineLive in 8 weeks
Resort rooftop restaurant terrace HospitalityRestaurant & resort group

Price creep caught on every F&B invoice.

Dozens of vendors, hand-checked invoices, silent price increases. Now every invoice is matched to contract and delivery — credits recovered group-wide.

Value1.9% of spend back as credits
Outcome88% of invoices auto-matched
TimelineLive in 6 weeks
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Savings are measured against an agreed baseline, net of incremental AI and operating costs. Quality, security and human-approval thresholds stay protected throughout.
02 — Custom AI Platforms

Platforms our clients own and run.

Production-grade AI, fintech and agentic platforms — designed around each client's business and operated every day.

Financial analytics dashboard on a laptop FintechPayments operator

A ledger that reconciles itself.

Multi-entity, multi-currency payments reconciled in real time with a full audit trail — the finance team handles exceptions, not spreadsheets.

ValueAudit-ready close, every day
OutcomeReal-time ledger, all entities
TimelineFirst release in 14 weeks
Modern office corridor EnterpriseMulti-site services group

One AI operating system for the whole group.

Systems, knowledge, approvals and actions connected in one governed platform — with a human on every consequential decision.

ValueLess swivel-chair work, group-wide
OutcomeGoverned cross-system actions
TimelineFirst release in 16 weeks
Reviewing documents with pen and laptop InsuranceRegulated operator

Claims triaged in minutes, not days.

High-volume claims intake with document understanding and risk-based routing — every consequential decision still approved by a human.

ValueFaster, consistent decisions
OutcomeStructured, audit-ready intake
TimelinePilot live in 12 weeks
City skyline at dusk ProptechProperty group

Underwriting decisions in one place.

Portfolio, market and asset data unified into one decision platform — with model-assisted analysis and scenario tooling for the deal team.

ValueFaster underwriting cycles
OutcomeOne data model for every deal
TimelineFirst release in 12 weeks
Warehouse racks with packed goods Supply ChainDistribution network

Every order visible. Every exception owned.

A control tower orchestrating orders across ERP, WMS and TMS — surfacing exceptions with guided resolution in one operational surface.

ValueFewer stuck orders, less expedite
OutcomeEnd-to-end order visibility
TimelineFirst release in 14 weeks
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03 — Fractional Chief AI Officer

One leader. Visible results.

Each engagement started with a familiar symptom — stalled pilots, vendor sprawl, board pressure — and a Fractional CAIO who took ownership of the whole AI transition.

Executive boardroom with a long table Insurance · PE-backedEmbedded Operator

Board asked for an AI plan. Got a governed portfolio.

Eleven tools, three stalled pilots, no owner. The CAIO ranked everything by value and risk, stopped the losers, and gave the board a monthly scorecard.

Value−38% AI spend, output up
Outcome11 → 5 vendors, 2 use cases live
TimelineFirst production in 90 days
Resort pool with loungers HospitalityAdvisor · 4 days/mo

Nine scattered initiatives became one roadmap.

Every department was piloting something; general managers adopted nothing. The CAIO built one roadmap tied to the P&L and made adoption stick.

ValueExecutive leadership, no full-time hire
Outcome90%+ property adoption
TimelineRoadmap in 6 weeks
Corporate glass towers Industrial DistributionTransformation · interim

Digital program rescued after a leadership exit.

The VP of Digital left mid-rollout and vendors began steering their own scopes. The CAIO took interim ownership, reset the program, then hired and handed over.

ValueZero scope lost, vendors reset
OutcomePermanent leader hired + handover
TimelineRestarted in 3 weeks
Specialist reviewing systems in a secure data corridor Healthcare ServicesTransformation

Shadow AI → governed AI in 45 days.

Staff were pasting patient data into consumer AI tools. Instead of banning everything, the CAIO shipped a policy and a safe alternative people actually use.

Value300+ staff on a governed assistant
Outcome0 shadow-AI incidents reported
TimelinePolicy enforced in 45 days
Growth analytics on a laptop screen B2B SaaS · Series CAdvisor · growth

An AI story investors could verify.

AI features shipped fast while model costs quietly ate the margin. The CAIO attached unit economics to every feature and guardrails to the roadmap.

Value+7 pts gross margin on AI plans
Outcome−45% inference cost per feature
TimelineGuardrails in 8 weeks
Performance charts on a dark screen Logistics · Family-ownedEmbedded Operator

Pilots stuck 18 months. Live in 120 days.

Three "successful" pilots, none in production — IT and operations blaming each other. The CAIO named owners, set production criteria, and shipped two.

ValueCapital redirected from a dead pilot
Outcome2 of 3 live, 80% of invoice volume
TimelineIn production in 120 days
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Every CAIO engagement includes a named executive, a defined mandate and 30/60/90-day reviews. US engagements from $6,000/month — leadership is included; engineering is separately scoped. Explore the Fractional Chief AI Officer service →
How the numbers are earned

Every figure traces to an agreed baseline.

We do not report theoretical productivity. Each result is measured against an agreed source of truth, with incremental costs deducted before any savings are shared.

What a verified result requires

  • An agreed, volume-adjusted operating baseline
  • A named source of truth for cost, volume and quality
  • Incremental AI, cloud and data costs deducted first
  • A budget action that converts capacity into spend reduction
  • Quality and security thresholds held throughout

What stays under human control

  • Credit, claims, employment and legal decisions
  • Consequential approvals and exception overrides
  • Auditability of every automated action
  • Data boundaries and permissioned access
  • The right to pause or roll back the automation

Which of these could run in your company?

The free pre-audit scores your opportunity in five minutes — or book a call and walk through the cases that match your operation.

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