From opportunity to decision.
How automation CoE directors, CIOs, COOs, and Chief Transformation Officers build defensible AI and automation investment portfolios with IntakeOS.
Global Construction & Infrastructure Group
"$5.1M delivered across 14 implementations from a single 6-month rollout"
The organization's 47 active construction projects each ran its own back-office - submittals, RFIs, change orders, invoicing, equipment requisitions - with no shared methodology for identifying automation candidates. The corporate IT group had a backlog of automation requests measured in years, while project controllers and superintendents were quietly rebuilding the same processes by hand on every job site.
More Portfolio Outcomes
See how organizations across industries are building defensible AI and automation portfolios with measurable investment returns.
National Telecommunications Carrier
Customer ops AHT reduced 38% across 14 contact center teams
National P&C Insurer
Claims FNOL automated end-to-end across 6 lines of business
Global Freight Forwarder
Document-heavy freight forwarding ops transformed by IDP at scale
Global Industrial Manufacturer
Order-to-cash compressed 11 days globally across 7 plants
Regional Health Network
Eliminated 84,000 manual hours/year across revenue cycle, scheduling, and credentialing
International Hotel Group
Property operations standardized across 64 hotels in 3 brands
Western US Energy & Water Utility
Outage response and grid operations modernized while preserving 24/7 reliability
U.S. State Revenue Agency
Tax season processing capacity expanded 44% without new headcount
Mid-Cap Pharma & Life Sciences
Clinical trial intake processes accelerated to support 3 new Phase III programs
Regional Commercial Bank
Loan operations cycle time cut 71% in one quarter
Regional University System
Student services modernized across 4 campuses serving 67,000 students
National Retail & E-Commerce Group
Omnichannel returns processing fully automated in 14 weeks
Regional Law Firm
Litigation support and intake processes modernized without partner pushback
Management Consulting Firm
Consulting delivery ops scaled to support 40% revenue growth
Mid-Market SaaS Company
Customer success ops scaled 3× without team growth
Six patterns that show up in every rollout.
16 industries, 16 sets of internal politics, 16 different definitions of what 'automation' means. The same six things showed up in every successful rollout.
Business users design the intake
Across all 16 customers, the breakthrough wasn't a new automation platform - it was finally having an intake conversation that frontline people would actually run. VARA's chat interface succeeded where 14-page intake forms had failed for years.
Qualifying out is as valuable as qualifying in
Every customer surfaced 'automation opportunities' that the Problem-First engine correctly redirected to IT modernization or process redesign. Customers across construction, energy, healthcare, and public sector each avoided millions in misdirected automation spend.
Each team gets its own intake, leadership gets one view
Loan VPs, plant managers, contact center supervisors, and law firm partners all resisted centralized initiatives - until each got their own intake. Leadership got the unified view they needed without forcing alignment meetings that never happened.
Speed-to-qualified moves from quarters to weeks
Across the cohort, average time from program kickoff to first qualified report dropped to under 90 days. One global construction group hit 37 qualified opportunities in a quarter. A pharma customer cleared GxP review in two cycles instead of two years.
Frontline NPS gains were the unexpected ROI
One national telecom carrier's agent NPS rose 47 points. A national P&C insurer's adjuster retention rose 23%. The act of being interviewed about your work - and having it taken seriously - turned out to be a cultural intervention as much as a discovery one.
Auditable qualification unlocked regulated industries
A regional health network (HIPAA), a pharma firm (GxP), a national P&C insurer (insurance regulators), and a state revenue agency (public-sector governance) all cited the deterministic, auditable qualification path as the single feature that made deployment possible.
Your team's story starts the same way every one of these did.
One VARA intake. One qualified opportunity. One internal logjam cleared.