Tuum Technologies
Tuum Technologies, Inc. is a solo-led North Carolina company building human data infrastructure for AI. Its four-product stack (intori, HAPP/Human API, SCIS, Context API) provides consent-driven, provenance-aware personal context to AI applications, agents, and consumer experiences via an API-first, developer-oriented model.
- Company typePrivate
- Founded2020
- HeadquartersRaleigh, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
Tuum Technologies firmographics
Firmographics- Name
- Tuum Technologies
- Legal name
- Tuum Technologies, Inc.
- Website
- https://tuum.tech
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Tuum Technologies, Inc. is a solo-led North Carolina company building human data infrastructure for AI. Its four-product stack (intori, HAPP/Human API, SCIS, Context API) provides consent-driven, provenance-aware personal context to AI applications, agents, and consumer experiences via an API-first, developer-oriented model.
- Ownership category
- akta.pro rank
Tuum Technologies industry classification
Industry- Product category
- AI Data Infrastructure
- NAICS
- Custom Computer Programming Services (541511), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- akta.pro primary industry
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)
- akta.pro secondary industry
- Metadata, Catalog & Semantic Layer for Data Platforms (HDAEABAJ)
Keywords
Where Tuum Technologies is headquartered
LocationHeadquarters
- HQ city
- Raleigh
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Tuum Technologies business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales
Revenue model
- Not specified: Revenue model not disclosed in available source material. Company is described as independent and solo-led, with products including intori (consumer), HAPP/Human API (protocol), SCIS (signal system), and Context API (for AI apps/agents).
Go-to-market motion1 record
Tuum Technologies product offering
Product offeringCore offering
Tuum Technologies builds a Human Data Layer for AI, providing infrastructure for user-approved personalization across AI apps, agents, and consumer experiences. Its product suite includes intori (a consumer product for building personal context through useful interactions), HAPP / Human API (a structured protocol for portable, user-controlled personalization), SCIS (a signal system that turns answers into provenance-aware human context), and Context API (scoped, revocable context bundles for AI applications and agents).
Product overview
Tuum Technologies provides a unified platform for human data infrastructure for AI, consisting of four interconnected products: intori (a live consumer product for building personal context through interactions), HAPP/Human API (a structured protocol for portable, user-controlled personalization), SCIS (a signal system providing provenance-aware human context), and the Context API (scoped, revocable context bundles for AI applications). Together, these products form infrastructure for user-approved personalization across AI apps, agents, and consumer experiences, with a focus on human-centered AI, consent management, and provenance-aware data sharing.
Differentiator
Problem solved
Functional benefit
Brands
- intori: A live consumer product for building personal context through useful interactions.
- HAPP / Human API
- SCIS
- Context API
Products and services
- intori
- HAPP / Human API A structured protocol for portable, user-controlled personalization that enables human context data to be shared across AI applications with user consent, targeted at AI developers and applications.
- SCIS A signal system that turns answers into provenance-aware human context, providing verified human attribution for AI-generated responses, intended for AI application developers.
- Context API Scoped, revocable context bundles for AI apps and agents, enabling controlled access to human personalization data, targeted at AI developers and agent builders.
Companies that use Tuum Technologies
Customer profileSegments2 records
Ideal customer profiles2 records
Tuum Technologies technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability3 records
Feature4 records
Tuum Technologies partnerships and signals
Strategic signalScale indicators1 record
Recent moves4 records
Expansion highlights4 records
Tuum Technologies competitors and assessment
Company assessmentDirect peers
- Personal AI: Personal AI lets individuals train and interact with their own personal AI model built from their own data. It overlaps directly with Tuum's intori consumer product and the broader 'personal context owned by the user' positioning.
- Mem0: Mem0 provides a self-improving memory layer for AI applications and agents, enabling persistent, personalized context across conversations. It is the most direct competitor to Tuum's Context API and HAPP/Human API, addressing the same 'human data layer for AI' thesis with an open-source developer-first approach.
- Zep (Zep AI): Zep offers a long-term memory and context engineering platform for AI assistants, providing fast, scalable memory stores with provenance. It directly overlaps with Tuum's personalization and context bundle offering for AI apps and agents.
- Letta (formerly MemGPT): Letta builds a memory and state management platform for AI agents with tiered memory architectures and developer tools. It competes in the same agent-memory infrastructure category as Tuum's Context API.
Broad incumbents
- LangChain: LangChain is a widely adopted framework for building LLM applications and agents, increasingly incorporating memory and personalization primitives. It is adjacent to Tuum's agent infrastructure play and competes for the same developer mindshare.
- Pinecone: Pinecone is a leading vector database that increasingly serves as long-term memory infrastructure for AI agents and personalization use cases. While broader than Tuum, it competes for the same developer budget that Tuum's Context API targets.
- OpenAI (Memory features): OpenAI has introduced native memory and personalization features in ChatGPT that compete directly with Tuum's value proposition of portable, user-controlled personalization. As a foundation model provider, OpenAI can absorb personalization features into default model behavior, posing an existential competitive risk.
Emerging players
- Humanloop: Humanloop provides tools for evaluating, observing, and managing LLM applications with feedback and human-in-the-loop workflows. It overlaps with Tuum's provenance-aware context and verified-human assurance themes, though focused more on developer observability than end-user personalization.
- Inworld AI: Inworld AI provides a development platform for AI characters and NPCs with persistent memory and personality. It shares Tuum's emphasis on persistent human/character context for AI interactions and serves similar AI developer personas.
- Reworkd: Reworkd builds infrastructure for web-scraping and agent-based data extraction workflows, including structured context pipelines for AI agents. It is adjacent to Tuum's context and provenance themes for agent infrastructure.
Market position
Strengths1 record
Weaknesses1 record
Competitive moat3 records
Key risks6 records
Key highlights5 records
Customer concentration
Tuum Technologies social profiles
Digital presenceTuum Technologies financial estimates
Financial estimateRevenue estimate
Valuation estimate
Tuum Technologies leadership team
Management profileNumber of profiles
Profiles1 record
Tuum Technologies funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Tuum Technologies M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Tuum Technologies
What does Tuum Technologies do?
Tuum Technologies builds a Human Data Layer for AI, providing infrastructure for user-approved personalization across AI apps, agents, and consumer experiences. Its product suite includes intori (a consumer product for building personal context through useful interactions), HAPP / Human API (a structured protocol for portable, user-controlled personalization), SCIS (a signal system that turns answers into provenance-aware human context), and Context API (scoped, revocable context bundles for AI applications and agents).
Is Tuum Technologies a public or private company?
Tuum Technologies is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Tuum Technologies founded?
Tuum Technologies was founded in 2020. It employs 1 to 10 people.
Where is Tuum Technologies based?
Tuum Technologies is headquartered in Raleigh, United States, in the North America region.
How does Tuum Technologies make money?
One revenue line is on record: not specified.
Who are Tuum Technologies's main competitors?
Direct peers on record are Personal AI, Mem0, Zep (Zep AI) and Letta (formerly MemGPT). Broad incumbents are LangChain, Pinecone and OpenAI (Memory features). Emerging players are Humanloop, Inworld AI and Reworkd.
Does Tuum Technologies have an API?
Yes. Context API provides scoped, revocable context bundles for AI apps and agents. It enables developers to access user-approved personalization and human context data within AI applications.
What industry is Tuum Technologies in?
Tuum Technologies's product category is AI Data Infrastructure. Its primary akta.pro industry code is HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII), with a secondary code of HDAEABAJ, Metadata, Catalog & Semantic Layer for Data Platforms. Its NAICS code is 541511.