Map

Where the solutions are, and where they aren't.

Every problem type down the side. Industries across the top. Each cell shows how many solutions are on file and who has posted the most. Click an open cell to post the first one.

# solutions on file in that cell, with the builder who has posted the mostuncontested one builder holds itOpen: nobody yet
11 columns. Scroll sideways for the rest.
Problem typeAllFinancial ServicesTechnology & SoftwareHealthcare & Life SciencesProfessional ServicesManufacturing & IndustrialConsumer Goods & CPGMedia & EntertainmentRetail & E-CommercePrivate equityOther industries
Customer Service
Missed or slow inbound calls at a multi-site service business10Teneo.aiOpen1Teneo.ai uncontested22 builders, 1 eachOpenOpenOpenOpenOpenOpen75 builders, 2 each
Inbound inquiries that need a knowledgeable answer66 builders, 1 each1PressW uncontested1Topsail uncontested22 builders, 1 eachOpen1OutcomeCatalyst uncontestedOpenOpenOpenOpen1Artium AI uncontested
Repeat customer questions that eat support capacity16Teneo.ai2ModernEdge AI uncontested22 builders, 1 each22 builders, 1 eachOpenOpenOpenOpen4Teneo.ai1ModernEdge AI uncontested64 builders, 2 each
Sales & Revenue
Lead volume that outruns qualification capacity97 builders, 2 each44 builders, 1 each1PressW uncontestedOpen33 builders, 1 eachOpenOpenOpenOpen22 builders, 1 each1Casper Studios uncontested
Quote or bid that needs engineering or pricing judgment11Remix PartnersOpenOpen1Topsail uncontestedOpen4Remix Partners1ProSights uncontestedOpenOpen22 builders, 1 each55 builders, 1 each
Proposal, SOW or memo written from scratch despite an archive88 builders, 1 each1The Grin Labs uncontested1PressW uncontestedOpen1Casper Studios uncontestedOpenOpen22 builders, 1 eachOpen33 builders, 1 each33 builders, 1 each
Revenue leaking in handoffs nobody can see22 builders, 1 eachOpenOpen1OutcomeCatalyst uncontestedOpenOpenOpenOpenOpenOpen1Synopsis uncontested
Meeting or call prep done by hand44 builders, 1 each22 builders, 1 each1Malleable AI uncontestedOpenOpenOpenOpenOpenOpenOpen1Alongside AI uncontested
Marketing
Marketing spend optimized on the wrong signal8CorralDataOpenOpen3CorralData uncontestedOpenOpen1CorralData uncontestedOpen3CorralData3CorralData uncontested1CorralData uncontested
Marketing and creative content that scales with headcount8eMediaAI.comOpenOpenOpen22 builders, 1 eachOpenOpen44 builders, 1 eachOpenOpen22 builders, 1 each
Operations
Document reviewed against rules before it can move24Dextra Labs55 builders, 1 eachOpen88 builders, 1 each1Dotnitron Technologies Private Limited uncontestedOpen1North Group uncontested1Tenex uncontestedOpenOpen88 builders, 1 each
Intake documents retyped into a system2517 builders, 3 each44 builders, 1 each1Ode uncontestedOpen22 builders, 1 each33 builders, 1 each22 builders, 1 each1Mathison AI uncontested22 builders, 1 each11ModernEdge AI10ModernEdge AI
Policies exist but nobody can find them mid-task4PressWOpenOpenOpen1Eliza uncontestedOpenOpenOpenOpenOpen3PressW
A specialist answering the same questions repeatedly66 builders, 1 each1Portfolio Leverage Company uncontestedOpenOpen1Stoop Studios uncontested1BlueLabel uncontestedOpenOpenOpen1Soal Labs uncontested33 builders, 1 each
Per-session admin out of billable or clinical time3Watch Me AIOpenOpen1ModernEdge AI uncontested2Watch Me AI uncontestedOpenOpenOpenOpen1ModernEdge AI uncontestedOpen
Quality depends on which site or which person3The AI LabOpenOpen3The AI LabOpenOpenOpenOpenOpenOpenOpen
Sites or branches solving the same problem separatelyOpenOpenOpenOpenOpenOpenOpenOpenOpenOpenOpen
Staff or capacity scheduled without visibility into volume4Bolt GroupOpenOpenOpenOpen1Sudolabs uncontestedOpenOpenOpen1SaxeCap uncontested3Bolt Group
Field or maintenance work dispatched without failure prediction4Pluto AIOpenOpenOpenOpen3Pluto AIOpenOpenOpen2Pluto AI uncontested1Sudolabs uncontested
Demand forecast from spreadsheets and instinct44 builders, 1 each1Eventus Advisory Group uncontestedOpenOpenOpenOpen22 builders, 1 eachOpenOpenOpen1Dextra Labs uncontested
Stockouts or overstock because forecast and supply are disconnected22 builders, 1 eachOpenOpenOpenOpenOpenOpenOpen22 builders, 1 eachOpenOpen
Services margin tied to delivery hours1AI Momentum Partners (AMP) uncontestedOpen1AI Momentum Partners (AMP) uncontestedOpenOpenOpenOpenOpenOpen1AI Momentum Partners (AMP) uncontestedOpen
Continuous monitoring of a stream for the moments that matter6Mathison AI1PressW uncontested1GenLift uncontestedOpen1Sudolabs uncontestedOpenOpen1Mathison AI uncontestedOpenOpen22 builders, 1 each
Reporting & Data
Reporting assembled by hand from multiple systems13Synopsis1QuantFi uncontested1ProSights uncontestedOpenOpen44 builders, 1 eachOpen22 builders, 1 eachOpen55 builders, 1 each5Synopsis
A system only a few people can query107 builders, 2 each22 builders, 1 eachOpen1Ode uncontested1Mathison AI uncontestedOpen2Lazer Technologies uncontestedOpenOpen22 builders, 1 each4CorralData
Decisions made on partial data because systems don't connect7SynopsisOpen2Synopsis uncontestedOpenOpenOpenOpen1AHB Advisors uncontestedOpen3Synopsis44 builders, 1 each
A data foundation that has to exist before anything else can11Switchboard22 builders, 1 each1Ideas2IT Technologies uncontested22 builders, 1 eachOpen1VestedInYou uncontested1QuantFi uncontestedOpenOpenOpen4Switchboard
Acquired or multi-entity units that report separately9Omnificity22 builders, 1 each1ProSights uncontested3OmnificityOpen22 builders, 1 eachOpenOpenOpen44 builders, 1 each1OutcomeCatalyst uncontested
Unstructured documents hold answers nobody can search1816 builders, 2 each33 builders, 1 each3ProSights22 builders, 1 each1Sudolabs uncontested1Stackfix uncontestedOpen1Mathison AI uncontestedOpen44 builders, 1 each7Bonsai Labs
Research or analysis produced by hand that could be systematized3016 builders, 4 each6Scend33 builders, 1 each1BOI (Board of Innovation) uncontested5Defyner1QuantFi uncontested22 builders, 1 each1Machine Cinema uncontested33 builders, 1 each55 builders, 1 each8Giraffe
HR & People
Hiring throughput capped by screening and scheduling2Bonsai Labs uncontestedOpenOpen2Bonsai Labs uncontestedOpenOpenOpenOpenOpenOpenOpen
Senior time spent ramping juniors44 builders, 1 each1Sudolabs uncontestedOpenOpen33 builders, 1 eachOpenOpenOpenOpenOpenOpen
Training rebuilt for every role or location22 builders, 1 eachOpenOpenOpen1Section uncontestedOpenOpenOpenOpen1B43 uncontested1B43 uncontested
Product & Engineering
Engineering throughput capped by hands-on-keyboard hours10ElizaOpen53 builders, 2 each2Wallabi uncontestedOpenOpen1Lazer Technologies uncontestedOpenOpen33 builders, 1 each22 builders, 1 each
Validation and prototyping that takes months before a real user sees it15Lazer TechnologiesOpen55 builders, 1 each1Lazer Technologies uncontested1DevDash Labs uncontested1Ideas2IT Technologies uncontested22 builders, 1 eachOpen3Human Machines Group LLCOpen22 builders, 1 each
Legacy code or system migrated by hand3Ideas2IT TechnologiesOpenOpen2Ideas2IT Technologies uncontestedOpenOpenOpenOpenOpen2Ideas2IT Technologies uncontested1Tensile uncontested
An AI system whose accuracy nobody can measure or trust3Tensile2Tensile uncontested1Ode uncontestedOpenOpenOpenOpenOpenOpenOpenOpen
AI Adoption & Training
AI tools in place but unconfigured for the work10North Group22 builders, 1 each33 builders, 1 each1North Group uncontested22 builders, 1 eachOpen1Backland Labs uncontestedOpenOpen22 builders, 1 each1North Group uncontested
Org-wide AI training and certification148 builders, 4 each33 builders, 1 each2Section uncontestedOpen3GenFutures LabOpen1Human Pilots AI uncontested3GenFutures LabOpenOpen22 builders, 1 each
AI adoption blocked or ungoverned10North Group22 builders, 1 each1CA1 Team LLC uncontested22 builders, 1 each22 builders, 1 eachOpenOpenOpenOpen33 builders, 1 each3North Group
Investing & Deals
AI rolled out across a portfolio of independent companies44 builders, 1 each22 builders, 1 each1Mangoteque uncontestedOpenOpenOpenOpenOpenOpen44 builders, 1 each1Human Pilots AI uncontested
Deal team lacks expertise to vet an AI-heavy target3AI4ALL Inc.22 builders, 1 each1AI4ALL Inc. uncontestedOpenOpenOpenOpenOpenOpen1AI4ALL Inc. uncontestedOpen
Post-acquisition duplication of work that stays invisible22 builders, 1 each1Marble uncontestedOpenOpenOpenOpenOpenOpenOpen1Marble uncontested1Sagecreek.ai uncontested
Executive & Strategy
Leadership needs to decide where AI fits22Human Pilots AI75 builders, 2 each22 builders, 1 eachOpen33 builders, 1 each22 builders, 1 each1Loft Design uncontested22 builders, 1 eachOpen33 builders, 1 each5Human Pilots AI

Rows are grouped by the team that usually owns the problem. Columns are the 8 industries with the most solutions on file; everything else is under Other. Private equity counts solutions at PE firms and PE-backed companies in any industry.

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