How a Family Office Unlocked One Financial View With AI
PMs, analysts, and admins across a multi-company portfolio needed consolidated financial answers without writing SQL or wrangling Excel.
Conversational reporting
Built byTensile
A system only a few people can query
9 companies have fixed this with AI, most of them in Consumer Goods & CPG, Financial Services and Agriculture & Food. Every one that disclosed a timeline was live inside two months; the longest took under 4 weeks. Built mostly as data synthesis & reporting, conversational AI and natural language processing, on Snowflake, OpenAI / ChatGPT / GPT and Postgres / pgvector. 6 builders in the Pluris network have done it.
Industries
Consumer Goods & CPG 2Financial Services 1Agriculture & Food 1Healthcare & Life Sciences 1Hospitality & Travel 1Non-Profit & Social Impact 1Professional Services 1
Time to results
Under 4 weeks 2
Solutions
9 on fileHow an Agri-Food Group Freed Trapped ERP Data With AI
Operational and financial data was fragmented across ERP modules and spreadsheets, leaving management with no consolidated view of farming and production.
Daily decisions, not monthly guesswork
Built byTensile
How Beghou Slashed Configuration Time 10x With AI
Beghou Arc instances are programmatically generated from 100+ interrelated metadata tables spanning 1,500+ columns.
Up to 10x faster configuration
Built byOde
sweetgreen unifies scattered data to power team-wide decisions
sweetgreen's data was scattered across multiple verticals, teams, and stakeholders, spanning company goals, in-store and online sales, Outpost, and customer insights.
New customer acquisition
Built byCorralData
American Museum of Natural History empowers staff to explore data across hundreds of sources
The museum needed to make data-driven decisions across hundreds of disparate data sources.
Understanding the 'why'
Built byCorralData
PE Portfolio Company Gives Teams a Natural-Language Data Analyst
The PE sponsor required an 8 to 10 percent cut in SG&A within 180 days while holding revenue.
$3.6M savedTime Under 4 weeks
Built byEliza
How a Research & Policy Team Queried Years of Survey Data in Plain English
Getting answers from multi-year survey datasets meant manually querying CSVs, slow, technical work that put the data out of reach for non-analysts.
Instant answers
Built byMathison AI
A Fortune 500 CPG Team Hit 100% Accuracy in Its P&L Pilot
Business users across finance, marketing, and operations at a Fortune 500 consumer goods company could not get answers from their own data without filing tickets and.
100% Query Accuracy in the P&L Pilot
Built byLazer Technologies
A Global Health Brand Team Shipped a BI Agent in 21 Days
Brand teams at a multinational consumer health company, whose household-name hygiene, health, and nutrition products sell in more than 60 countries, could not get.
21 Days From Kickoff to ProductionTime Under 4 weeks
Built byLazer Technologies
Builders who have done it
6Other 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