CleverQ Software

What CleverQ Software does

CleverQ Software, founded in 2008 by Robert Trupe and operated by StackFast Technologies Inc. (a Delaware C-corp), is an intelligence amplification platform that captures and compounds professional expertise into a persistent knowledge vault. The product originated as a 180,000-line VB.NET business-intelligence platform (CleverQ V1) and was re-architected in the 2020s into CleverQ V2 — the cognitive CAPTURE layer of the StackFast Intelligence Loop — built around a four-stage pipeline (capture, classify, process, generate) and the proprietary ACE Analytical Calculation Engine with six processing engines, four regression models, and 122 parameters. Underlying infrastructure relies on Google Gemini AI models, Vercel hosting, Turso (LibSQL) distributed database, and Stripe billing, with an MCP endpoint exposed for integration into ChatGPT, Claude, Cursor, and Grok.

The company monetizes through a freemium front-end (3 free captures, no credit card) and quote-based enterprise subscriptions sold via the StackFast store, targeting professional service providers whose expertise is their competitive advantage. Named customer segments include healthcare providers, financial advisors, counselors/coaches, thought leaders and founders (primary verticals), plus memory care patients/caregivers, estate planners, capital allocators (VCs/PE/family offices), and enterprise organizations (secondary). Vertical-specific modules — Memory Care, Estate & Succession Planning, ACE Engine for Financial Services, Capital Allocators — were launched in 2025 alongside an Enterprise tier featuring role-specific Cockpit Dashboards, an Organizational Brain, and Content Governance.

The platform's commercial posture emphasizes knowledge sovereignty: a four-tier security architecture segregates personal health, professional meta-logic, institutional memory, and black-box IP, with cryptographic Sovereign Purge within 48 hours, HIPAA-aligned handling, EU AI Act and WA MHMD compliance, and SOC 2 Type II pending. No external funding rounds, revenue figures, or named customer logos are disclosed. Headcount is in the 1-10 range with the founder Robert Trupe as the sole listed member of management, operating remotely across the US with legal domicile in Wilmington, Delaware.

Name

CleverQ Software

Legal name

StackFast Technologies Inc.

Website

https://cleverq.com

Company type

Private

Founded year

2008

Operating status

Operating

Headcount range

1–10 employees

Short description

CleverQ Software is an intelligence amplification platform, operated by StackFast Technologies Inc., that captures professional expertise into a compounding knowledge vault and converts it into authority content, forecasts, and role-specific dashboards for healthcare providers, financial advisors, founders, and enterprise teams.

Ownership category

akta.pro rank

Product category

Decision Intelligence Software

NAICS

Computer Systems Design and Related Services (54151), Computer Systems Design Services (541512)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Augmented Analytics & AI-Assisted BI (NLQ/NLG, Insights) (HDAEAMAD)

akta.pro secondary industry

Data Exploration & Ad-Hoc Query Tools (HDAEAMAL)

Keywords

• Intelligence amplification platform
• Decision intelligence software
• Knowledge management software
• Expertise capture tools
• Predictive analytics engine

Headquarters

HQ city

Boston

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales

Revenue model

1. SaaS Subscription: Paid subscription plans with monthly or annual billing through Stripe payment processor. Subscriptions automatically renew at the end of each billing period unless cancelled before renewal date. Enterprise plans available via StackFast store with custom pricing.
2. Freemium / Free Trial: 3 free knowledge captures available without account creation. Users can feed their knowledge and observe the pipeline extract hidden insights, cross-references, and authority patterns before committing to a paid plan.

Pricing tiers

Go-to-market motion2 records

Distribution channels4 records

Marketing channels7 records

Core offering

CleverQ is a SaaS intelligence amplification platform that captures professional expertise and amplifies it through a four-stage pipeline (Capture → Classify → Process → Generate). It combines the ACE Analytical Calculation Engine (six processing engines, four forecast regression models, 122 parameters, eleven gauge types) with operator-experience decision intelligence (StackFast framework), converting tacit reasoning patterns into persistent vault entries and authority content across 20+ formats. The platform is offered via self-serve freemium and enterprise subscriptions, with vertical editions for healthcare, financial advisory, memory care, estate planning, and capital allocation.

Product overview

CleverQ is an intelligence amplification platform comprising multiple integrated products organized around a four-stage pipeline: capture, classify, process, and generate. Core products include the Knowledge Vault (persistent intelligence store), Authority Chat (framework-grounded Q&A), Deep Dig Interview (expertise extraction), Brain Feed (knowledge capture), Discover (idea mining), Studio (universal document analysis), and ACE Analytical Calculation Engine (predictive business intelligence with 6 processing engines and 4 forecast models). Supporting tools include Market Position Research, Spreadsheet Trust Auditor, Universal Trip Planner, Blood Test Intake, Backwards Budget, and What-If Scenarios. Enterprise solutions offer Cockpit Dashboards (role-specific 7-gauge interfaces), Organizational Brain layers, and Content Governance. Vertical solutions target Memory Care, Estate Planning, Financial Services, and Capital Allocation. The platform operates as the CAPTURE layer of the StackFast ecosystem, integrated with StackFast (JUDGMENT) and CogentCast (VOICE). The platform emphasizes knowledge sovereignty with zero-leakage pipeline and human approval gates.

Differentiator

Problem solved

Functional benefit

Products and services

• CleverQ Platform
• CleverQ Enterprise
• Memory Care Platform
• Estate and Succession Planning Module
• ACE Engine for Financial Services
• Capital Allocators Solution

Quantifiable outcome

• 2.75x improvement over native AI responses
• +6 more outcomes

Segments9 records

Ideal customer profiles8 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability14 records

Feature7 records

Partnerships

Six partnerships are on record, tiered core and minor.

• StackFast Technologies Inc.coreStrategic or Co-development PartnerStackFast Technologies Inc. is the parent company and operator of CleverQ. CleverQ is the CAPTURE layer of the StackFast Intelligence Loop ecosystem. The company is a Delaware corporation that develops and operates the intelligence amplification platform. Robert Trupe is the founder and pioneer of Intent Engineering.
• Robert Trupe (The Pilot)coreStrategic or Co-development PartnerRobert Trupe is the Pioneer of Intent Engineering and Founder of StackFast Technologies Inc. His digital twin and operator experience of venture-building expertise is encoded into the CleverQ vault. The StackFast framework and operator decision intelligence is grounded in his cross-industry pattern recognition across 7 industries. His personal systematic approach to health optimization (from 7 daily medications to zero) validated the methodology.
• StackFast (The Brain)coreStrategic or Co-development PartnerStackFast is the JUDGMENT layer of the Intelligence Loop ecosystem — the cognitive twin infrastructure that scales decision patterns. Surfaces hidden risk, decision blind spots, and priority misalignment. AI analysis grounded in real operator experience, not generic models.
• CogentCast (The Voice)coreStrategic or Co-development PartnerCogentCast is the VOICE layer — generating authority content in the expert's authentic voice across platforms. Part of the Executive Stack alongside CleverQ and StackFast. CogentCast generates board updates, LP letters, and investor communications at scale.
• ExecuTwin (The Hands)coreStrategic or Co-development PartnerExecuTwin is the execution layer ('The Hands') that acts on what CleverQ's brain modules surface. Executes outreach, schedules appointments, coordinates care transitions, sends updates. Closes the loop between intelligence capture and action.
• FractWin (The Network)minorStrategic or Co-development PartnerFractWin is 'The Network' component of the StackFast ecosystem, listed alongside CleverQ, StackFast, ExecuTwin, and CogentCast as part of the eleven agent-readable surfaces in the ecosystem.

Scale indicators15 records

Recent moves9 records

Expansion highlights5 records

Broad incumbents

• Domo: Cloud-native BI and data platform with AI-augmented analytics and forecasting. Comparable to CleverQ's BI/forecasting capabilities as part of a broader business intelligence category, but targets mid-market and enterprise with a horizontal rather than vertical approach.
• Sisense: AI-driven analytics platform with embedded BI and GenAI functionality. Similar BI/AI positioning to CleverQ but oriented toward embedded analytics for software vendors rather than decision intelligence for professional services practices.
• Tableau: Enterprise BI and visualization platform (now part of Salesforce) with AI features (Tableau+AI/Einstein). Overlaps with CleverQ's analytical engine and dashboarding capabilities but targets larger enterprise customers and is positioned as general-purpose BI rather than decision intelligence for professional services.
• Microsoft Power BI: Microsoft's enterprise BI suite, now featuring Copilot AI integration. Competes with CleverQ's analytical engine on forecasting and dashboarding; bundled into Microsoft 365 ecosystem gives it enormous distribution advantage but it does not specialize in knowledge capture or professional-service vertical compliance.

Emerging players

• Akkio: AI-powered predictive analytics and BI platform aimed at marketers and operations teams with no-code ML. Overlaps with CleverQ's predictive forecasting and accessible AI-BI positioning, though Akkio focuses on predictive modeling rather than knowledge capture and decision intelligence frameworks.
• Obsidian (with AI plugins): Knowledge management app built on local Markdown files with linked-note graph and growing AI plugin ecosystem. Comparable to CleverQ's knowledge vault and second-brain positioning, especially for individual knowledge workers, though it does not include BI calculation engines or enterprise vertical solutions.

Direct peers

• Mode Analytics: Collaborative analytics platform combining SQL/Python notebooks with dashboards and reporting. Comparable to CleverQ on the data exploration and analytical engine dimensions, with similar target on making analytics accessible to non-technical stakeholders, but lacks CleverQ's knowledge vault and vertical specific solutions.
• ThoughtSpot: AI-powered analytics platform with natural-language querying and embedded analytics. Closely comparable to CleverQ's AI-assisted BI positioning, with similar focus on letting non-technical users ask questions of data, though ThoughtSpot is significantly larger and focused on enterprise data warehouses rather than individual knowledge vaults.
• Mem: AI-powered self-organizing workspace that automatically tags and surfaces notes, with a similar 'second brain' knowledge capture value proposition. Comparable target user (knowledge workers, founders) and similar PLG motion, though Mem lacks enterprise vertical solutions and a specialized BI calculation engine.
• Notion (with Notion AI): Workspace platform combining documents, databases, and wikis with an AI assistant. Comparable to CleverQ as an AI-augmented knowledge capture/second-brain tool for professionals, with broad ecosystem integrations, but lacks CleverQ's proprietary analytical calculation engine and verticalized compliance positioning.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/RobertTrupe

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about CleverQ Software