How a Compliance Software Firm Staged 42,000 CRM Records
A compliance software company needed to bring an acquired European business onto Salesforce.
18,612 accounts loaded
Built byProSights
Acquired or multi-entity units that report separately
9 companies have fixed this with AI, most of them in Healthcare & Life Sciences, Manufacturing & Industrial and Financial Services. 3 of the 8 that disclosed a timeline were live inside two months; the longest took 6–12 months. 4 disclosed cost: from under $25K to $100K – $250K, most often $25K – $100K. Built mostly as data synthesis & reporting, decision support & scoring and conversational AI, on Microsoft Azure / Azure OpenAI, Power BI and Salesforce. 8 builders in the Pluris network have done it.
Industries
Healthcare & Life Sciences 3Manufacturing & Industrial 2Financial Services 2Technology & Software 1Real Estate 1
Time to results
Under 4 weeks 32–4 months 24–6 months 16–12 months 2
Cost
Under $25K 1$25K – $100K 2$100K – $250K 1
Solutions
9 on fileHow One Manufacturer Cut Diligence Waits 80% With AI
The group operated across multiple countries with a separate ERP in each.
80% faster diligence response.Time 4–6 monthsCost $100K – $250K
Built byScaylor
How Infinity Constellation Saved $100K a Year on Reporting
Infinity Constellation is an AI-services holding company with eight portfolio companies across different verticals.
~$100K saved per yearTime Under 4 weeksCost $25K – $100K
Built byParadox Machines
How a PE-Backed Manufacturer Freed 200+ Analyst Hours a Quarter
The company grew through acquisition, and every business it bought arrived with its own SAP instance.
200+ analyst hours freed per quarterTime 6–12 months
Built byIdeas2IT Technologies
How a 50-Site Real Estate Operator Cut Monthly Reporting 85%
The operator ran 50+ industrial sites, each with its own leasing, occupancy, and financial data sitting in separate systems and spreadsheets.
85% less monthly reporting timeTime 2–4 monthsCost $25K – $100K
Built byOutcomeCatalyst
How a Cosmetic Surgery Group Lifted OR Utilization Above 70%
A high-volume, multi-surgeon cosmetic surgery group built through acquisition had patient, operational, and marketing data scattered across multiple CRM and EMR.
OR Utilization Lifted to 70%+Time Under 4 weeksCost Under $25K
Built byCorralData
How One PE Firm Clawed Back 40+ Hours a Month With AI
A mid-market private equity firm with a portfolio of 14 operating companies was losing a senior associate's week, every month, to portfolio reporting, and the GPs still.
~42 Hrs/MonthTime Under 4 weeks
Built byDealSage
How A 50-Clinic Network Replaced Weeks of Reports
A statewide healthcare organization operating more than 50 clinics had data sitting in separate systems for each location, all on different servers, each named.
Weeks → nightlyTime 2–4 months
Built byOmnificity
How A 50-Clinic Network Cut Reporting Weeks to Nightly
A statewide healthcare organization operating more than 50 clinics had no reliable enterprise-level view of performance.
Weeks of Manual Reporting EliminatedTime 6–12 months
Built byOmnificity
Builders who have done it
8Omnificity2ProSights1Scaylor1Paradox Machines1Ideas2IT Technologies1OutcomeCatalyst1CorralData1DealSage1
Other problem types
Research or analysis produced by hand that could be systematized26Document reviewed against rules before it can move23Leadership needs to decide where AI fits22Intake documents retyped into a system21Unstructured documents hold answers nobody can search16Validation and prototyping that takes months before a real user sees it15Org-wide AI training and certification13Reporting assembled by hand from multiple systems12Repeat customer questions that eat support capacity12AI adoption blocked or ungoverned10