Automation impact measured in real dollars
Our clients are growth-focused operators who demand proof. We deliver transparent reporting, finance-verified savings, and revenue lifts that justify every new workflow.
Representative engagements and outcomes
Client names are anonymized to protect competitive advantage. We share deeper details under NDA.
Healthcare operations
Automated eligibility checks, claims prep, and patient billing reconciliation for a multi-state provider.
- 32% reduction in revenue leakage
- 2.6x faster onboarding for new partners
- Shared savings: 22% of validated margin lift
Fintech revenue engine
Built agent pod for lead scoring, proposal narratives, and compliance packaging for a B2B payments leader.
- 3.4x pipeline coverage
- 19% improvement in win rate
- Gainshare triggered after $4.8M net-new ARR
Logistics network
Orchestrated routing, exception management, and customer notifications for a regional logistics operator.
- 41% fewer manual touches per shipment
- Service credits cut by 63%
- Gainshare capped at 28% of annualized savings
What leaders see within the first 120 days
Delivery times vary by scope, but value confidence arrives early thanks to our shared scorecard and finance sign-off.
Transparent gainshare scorecards
Every client receives a measure-and-share framework co-authored with finance, so payouts are automatic when impact is verified.
Executive dashboard
Single view of automation KPIs, savings, revenue boosts, and upcoming roadmap milestones.
- Live integration with finance systems of record
- Drill-down on each agentic workflow with compliance notes
- Scenario modeling to forecast future gainshare payouts
Finance attestations
Monthly value realization packs detail the formulas, data extracts, and CFO sign-offs that trigger our share.
- Variance analysis across baseline and automated state
- Savings ledger with audit-ready documentation
- Reinvestment recommendations for the next quarter
From pilot to portfolio-wide automation
We build trust through disciplined execution, then scale across business units when momentum is proven.
Pilot focus
Single domain automation with explicit financial targets.
Expansion
Layer additional agents, broaden integrations, and extend to adjacent teams.
Portfolio
Enterprise-wide governance council prioritizes new initiatives every quarter.
Request a deeper case study briefing
Mark Liu and Adrian Barkus will walk your executive team through relevant engagements and answer diligence questions.
Briefing kit includes
- Financial models with sensitivity analysis
- Operational change management plans
- Security documentation and architecture diagrams