Agentic Index
Hyperspell vs Personal AI (2026)
Both vendors last verified
Hyperspell and Personal AI both persist context for agents, and they disagree about whose context it is. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Hyperspell connects company tools into a live context graph any agent can read from and write back to, with every fact traced to source. Personal AI builds identity based persistent memory with custom small language models so enterprises train and deploy their own personas grounded in proprietary knowledge. Hyperspell is organizational memory shared across agents. Personal AI is individual memory that makes one agent particular. Source traceability is Hyperspell's strongest property, and it matters most when agents will cite what they know.
On the Agentic Index agent infrastructure ranking, neither Hyperspell nor Personal AI clears the bar, which asks for all five production contract capabilities documented in full. Hyperspell does not document testing, debugging and optimization in full, nor observability and auditability; Personal AI documents two of the five in full. 33 of the 186 vendors in the lane clear it. See the agent infrastructure ranking
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Hyperspell and Personal AI are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 1,084 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Hyperspell if
- Many agents need the same company context and duplicating it is the problem.
- Every fact traced to source is what makes the output defensible.
- Reading and writing back to a shared graph fits how your agents will collaborate.
Choose Personal AI if
- You want agents that are somebody in particular, with their own accumulated knowledge.
- Custom small language models trained on proprietary knowledge is the architecture you want.
- Identity based memory maps to a deployment where each person has their own teammate.
| Feature | H Hyperspell |
P Personal AI |
|---|---|---|
| Action & orchestration | ||
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Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
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HyperspellIntegrations & Tool Calling More than 50 OAuth connectors, from Slack, Gmail and Notion to Salesforce, HubSpot, Jira and GitHub, bring content into the brain. Permissions are inherited, and each connection has its own channel allowlists and folder policies. A live mode reads a source at query time, and each connector searches or queries its source. Hyperspell names no connector that writes back so an agent can act in the outside system. SourceHyperspell, docs.hyperspell.com integrations/overview and hyperspell.comread 2026-09-21 |
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Personal AIIntegrations & Tool Calling Native integrations with Google Drive, OneDrive, Gmail and Outlook sync content into a persona's memory on a schedule, a Chrome extension saves web content, and the API accepts source names such as Slack when uploading. These integrations read content in, and none lets a persona take an action in those systems. SourcePersonal AI, docs.personal.ai memory integration pages and API referenceread 2026-09-21 |
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Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
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HyperspellWorkflow Orchestration Agents query Hyperspell as a context layer. It does not sequence, branch or route their workflows. SourceHyperspell, docs.hyperspell.com agents/overviewread 2026-09-21 |
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Personal AIWorkflow Orchestration Personas are configured with directives per persona and per channel and respond in messages, and there are no stated workflows that sequence, branch or retry steps or mix deterministic nodes with agent steps. SourcePersonal AI, docs.personal.ai introduction, customization pages and release notesread 2026-09-21 |
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Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
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HyperspellTriggers & Channel Coverage Agents query Hyperspell when they need context. Continuous indexing and real-time message ingestion keep the brain fresh. Hyperspell names no schedule, event or channel that starts an agent's work on its own. SourceHyperspell, docs.hyperspell.com agents/overview and api-reference/messages/ingest-messagesread 2026-09-21 |
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Personal AITriggers & Channel Coverage A persona answers wherever people message it, in direct messages, group channels, public chat, persona DMs, SMS threads, voice responses, mentions in channels and the message API, and on Autopilot it replies to users' prompts automatically. Every start is a person messaging or mentioning the persona, and there is no stated schedule, webhook or system event that wakes it without a person initiating. SourcePersonal AI, docs.personal.ai messaging-defaults, channel-creation and release notesread 2026-09-21 |
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| Knowledge & context | ||
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Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
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HyperspellKnowledge Grounding & RAG More than 50 sources such as Slack, Gmail, Notion, Linear, HubSpot, Salesforce and Google Drive connect over OAuth and are continuously indexed into one company brain. Content is stored once with a per-document list of who may see it. Agents query the brain for grounded answers with a trail back to the source, and a live search reaches content not yet indexed. SourceHyperspell, docs.hyperspell.com core/permissions, agents/overview and hyperspell.comread 2026-09-21 |
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Personal AIKnowledge Grounding & RAG Each persona is trained on the customer's own content. That covers uploaded PDFs and Word documents, website content imported by URL or whole sitemap, CSV files, and Google Drive, OneDrive, Gmail and Outlook integrations that sync on a stated schedule, with each file associated to one or more personas and a colon command to narrow a conversation to a named document. Uploads become memory blocks available to the persona without retraining. SourcePersonal AI, docs.personal.ai introduction, training and referencing-documents pagesread 2026-09-21 |
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Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
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HyperspellMemory & State Persistence Agents can write their traces and transcripts, real-time messages and manually added memories into the index. These persist across sessions under the same per-person permissions, and memories or a user's whole data set can be deleted. Hyperspell states no lifetime for stored memories and names no memory scoped to an agent or workflow, separate from the company index. SourceHyperspell, docs.hyperspell.com api-reference/traces/add-an-agent-trace, integrations/all/vault and api-reference/authentication/delete-userread 2026-09-21 |
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Personal AIMemory & State Persistence Each persona has its own segregated memory. Messages can be saved to memory during conversations, SMS threads keep conversation history between the persona and users across interactions, Multi-Memory lets a persona in a channel apply the relevant memories and keep updating its understanding as the chat goes on, and the Memory API creates timestamped memories programmatically. Memory blocks are browsable per persona in the Memory Stack, and the owner can clear all of a persona's memories. SourcePersonal AI, docs.personal.ai memory-stack, multi-memory, advanced-settings, Memory API and release notesread 2026-09-21 |
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| Control & trust | ||
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Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
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HyperspellHuman Oversight & Guardrails Context flows from Hyperspell to agents that act elsewhere. Hyperspell names no approval step, escalation rule or pause for a person's sign-off before an agent takes an action. SourceHyperspell, docs.hyperspell.com api-reference/memories/approve-a-pending-resource and advanced/content-rulesread 2026-09-21 |
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Personal AIHuman Oversight & Guardrails Each persona has an AI Mode. On Copilot it drafts a response and does not send until the owner approves and sends it, on Autopilot it responds automatically, and the mode can be set as a persona default or separately for each chat and channel, or switched off. So the owner decides where approval sits and how much autonomy the persona has in each context. SourcePersonal AI, docs.personal.ai messaging-defaults and channel-creationread 2026-09-21 |
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Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
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HyperspellSecurity, Identity & Governance Every document carries a list of who may see it. Agents act as the person who connected them and see only what that person sees. Admins and members have distinct rights, admins write content rules that stop sensitive categories spreading, and API keys and user tokens are scoped. Hyperspell is SOC 2 certified by independent audit and GDPR compliant, and it says its policies are proven to third party auditors. SourceHyperspell, docs.hyperspell.com resources/security, core/permissions and advanced/configuration, and hyperspell.comread 2026-09-21 |
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Personal AISecurity, Identity & Governance The company reports SOC 2 certification, HIPAA and GDPR compliance with a DPA for Enterprise, encryption at rest and in transit, and a Trust Center at trust.personal.ai. Access control for customers covers workspace roles of Owner, Admin, Member and Guest, persona-level roles of Owner, Manager and Collaborator, invite-only or shared publishing for each persona, and passwordless sign-in with two-factor authentication. SourcePersonal AI, docs.personal.ai compliance, workspace-settings and publishing pagesread 2026-09-21 |
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Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
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HyperspellObservability & Auditability Every agent query to the brain is recorded, and each can be listed and retrieved with its answer and the sources behind it. Indexing progress is visible by provider. Hyperspell sees only the queries made to it, not the steps an agent took or the tools it called during a run. SourceHyperspell, docs.hyperspell.com api-reference/evaluation/list-prior-queries and agents/overviewread 2026-09-21 |
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Personal AIObservability & Auditability Comprehensive audit logging now covers user and activities, a conversation endpoint returns the history of a channel or session, and persona owners can monitor and review training from persona DMs. There is no stated step by step view of the prompts, retrieved memory, tool calls and outputs behind a persona's response. SourcePersonal AI, docs.personal.ai release notes, ai-conversation endpoint and create-persona pagesread 2026-09-21 |
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Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
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HyperspellDeployment & Data Residency There are two isolated regions, the default United States region and a European Union region in AWS Europe (Ireland). The customer chooses a region at account creation, and all documents, embeddings and queries stay in it. Backups remain in the region, and data is never replicated across regions. SourceHyperspell, docs.hyperspell.com resources/data-residencyread 2026-09-21 |
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Personal AIDeployment & Data Residency The platform is hosted on Google Cloud, and Personal AI's homepage describes on-network inference on the carrier network for its telco stack in a single sentence. There are no published deployment options, regions or region selection. SourcePersonal AI, docs.personal.ai compliance and personal.ai homepageread 2026-09-21 |
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| Solution readiness | ||
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Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
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HyperspellPrebuilt Agents, Templates & Packs For agents a customer already runs, Hyperspell provides connectors, account-linking components and recommended system prompts. It names no catalog or set of ready-made agents or templates for a customer to adopt. SourceHyperspell, docs.hyperspell.com integrations/overview and agents/overviewread 2026-09-21 |
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Personal AIPrebuilt Agents, Templates & Packs When creating a persona, an owner can choose from a library of pre-made personas by use case, launched as pre-built templates for common use cases across industries. The template pre-fills the persona's custom directive, instructions, tasks and guidance, and every field stays editable. SourcePersonal AI, docs.personal.ai create-new-persona and release notesread 2026-09-21 |
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| Platform extensibility | ||
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Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
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HyperspellModel Flexibility & Routing Customers choose which model answers queries. A fast default model is there for speed, and larger models are available for complex questions. SourceHyperspell, docs.hyperspell.com resources/changelogread 2026-09-21 |
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Personal AIModel Flexibility & Routing From the message bar a user can send a prompt to ChatGPT or Google instead of the persona, the instruction API takes a chatgpt or search command, Perplexity is available for research, and the document editor's training tools run on Claude. The persona's own replies come from Personal AI's model, and there is no stated choice of the model that powers a persona, by workspace or persona, so for the persona itself Personal AI controls the model. SourcePersonal AI, docs.personal.ai message-bar-features, ai-instruction endpoint, training tools and release notesread 2026-09-21 |
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APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
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HyperspellAPIs, SDKs & MCP Extensibility A REST API with an OpenAPI specification lets developers add, update, query, list and delete memories, upload files, manage integrations, connections and folder policies, and issue user tokens. Hyperspell also offers an SDK, an MCP server for Claude, ChatGPT, Claude Code, Codex and Cursor, and a command line tool. SourceHyperspell, docs.hyperspell.com api-reference/introduction, agents/mcp and agents/cliread 2026-09-21 |
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Personal AIAPIs, SDKs & MCP Extensibility An API reference for api.personal.ai/v1, authenticated with an API key, covers endpoints to message a persona, retrieve a channel's conversation history, send instructions, create memories, upload documents, files and URLs, and get or update documents. There is no stated SDK or MCP server. SourcePersonal AI, docs.personal.ai API referenceread 2026-09-21 |
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Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
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HyperspellTesting, Debugging & Optimization An Evaluation API lets the customer list prior queries, retrieve their results and score a query result or an individual highlight, feeding back on the context served to its agents. The scores rate Hyperspell's retrieval, not the agent's behavior. Hyperspell names no test cases, harness or quality gate for the customer's agent. SourceHyperspell, docs.hyperspell.com api-reference/evaluationread 2026-09-21 |
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Personal AITesting, Debugging & Optimization Every persona response carries a Personal Score measuring how accurately it reflects the owner's knowledge and style, which owners are told to monitor to gauge accuracy and find areas to improve. An AI Response Threshold set per persona or channel stops responses below the score from being sent, a fallback auto-reply covers low-confidence answers, and owners improve the persona by editing responses into memory. SourcePersonal AI, docs.personal.ai messaging-defaults and introductionread 2026-09-21 |
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| Specialist automation | ||
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Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
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HyperspellBrowser & Computer Use The web crawler recursively crawls a site to make it available for indexed search, building the corpus ahead of time. Hyperspell names no browser, desktop or computer control for an agent at run time. SourceHyperspell, docs.hyperspell.com integrations/all/web_crawlerread 2026-09-21 |
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Personal AIBrowser & Computer Use The Chrome extension saves web content into a persona's memory, and there is no stated browser, desktop or computer control by a persona. SourcePersonal AI, docs.personal.ai chrome-extension and introductionread 2026-09-21 |
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Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | H Hyperspell |
P Personal AI |
|---|---|---|
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Entry price Lowest public entry point |
Not public | Not public. Enterprise workspaces are quoted through sales. |
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Pricing confidence How public the numbers are |
Contact only | Contact only |
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Billing Primary billing axis |
— | Not published. The site has no pricing page. |
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Variable cost Workload / overage exposure |
Medium variable cost | Medium variable cost |
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Free tier / trial Try before you buy |
No free tier
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No free tier
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Buying motion Self-serve vs sales call |
Sales call | Sales call |
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Pricing verified When this pricing was last checked |
Product updates
Newest first, each linked to its source.
Hyperspell
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· MCP / tool calling / API
Version 1.1.0 of the Hyperspell MCP server adds index_website, a tool that lets an agent start a bounded, one time crawl of a public website.
Source -
· Memory / state
Hyperspell officially launched its SDK and Agentic Memory Network to provide a context and memory layer for AI agents.
Source
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