Memory tools decide what agents can see. Agent kits make you the systems integrator. Workspaces keep AI inside one product wall. HiveBase is the company context and coordination system: one source-backed model every AI reads, draft≠commit, receipts and undo, and pre-wired squads — running on day one, still yours to steer.
Memory decides what agents can see. HiveBase also governs what they do — and remembers what every action did to your company. Compare archetypes, not brand scoreboards.
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| Capability | HiveBase Coordination layer | DIY agent kit You assemble the stack | AI memory layer What agents can see | Retrieval company brain Living map / vault | AI workspace Docs + AI inside one wall |
|---|---|---|---|---|---|
| Shared company model every AI reads | Yes — source-backed Brain | You wire it | Memory API only | Structure + retrieval | Inside that product |
| Draft ≠ commit (drafts visible; promote gated) | Yes | You build gates | Out of scope | Rare / manual | Varies by tool |
| Action receipts + undo | Yes | You build them | No | Usually none | Limited / none |
| Holds by reversibility / blast radius | Yes | You design policy | No | No | Binary or none |
| Independent verification ("completed is a claim") | Yes — where product supports | You build it | No | Rare | Rare |
| Pre-wired departments vs assemble | Five Squads, day one | You staff every role | N/A | Not the product | You build agents |
| Sits above your existing stack | Yes | Yes — if you integrate | Infra under agents | Often standalone | Is the stack |
Honest fits only: if you need a pure retrieval vault, a memory API for app builders, or a canvas to wire agents yourself, those archetypes can be the right layer. HiveBase is for operators who need coordination above the stack — not another kit to maintain.
With a DIY stack you host the runtime, connect models, write the prompts, and wire every integration before anything ships. HiveBase comes assembled — the same jobs are already done.
Illustrative setup estimates based on what a self-hosted agent stack typically requires.
Five specialized departments come pre-wired and share one company Brain — no roles to design, no prompts to write, no memory to bolt on. Toggle to see the difference.
See the squadsEvery layer of an AI company — runtime, context, integrations, squads — is something you build and maintain yourself with a DIY stack. HiveBase ships the whole stack as one system.
Pick a runtime, host it, connect models, keep it alive.
Context lives in prompts, sessions, tickets, or whatever memory you bolt on.
Wire each tool, decide what counts as signal, and maintain the glue.
Define every agent's skills, goals, budgets, routing, and review gates.
Runs the operating loop for you — and feeds the AI apps your team already uses.
One typed company Brain: accounts, competitors, features, decisions — with provenance and freshness.
Watches Slack, Gmail, meetings, GitHub, Linear, and docs in place — and writes back.
Five specialized departments pre-wired around the same Brain, cascading to each other.
HiveBase ships opinionated defaults for how each department acts on context — then hands you the dial, squad by squad, from propose to fully automatic. Every action keeps a why and an undo.
The same name can be an account, a competitor, a feature, or a decision. HiveBase keeps those entities separate and carries provenance, freshness, and review state into the work loop.
Shared memory decides what your agents can see. Nothing in the DIY stack governs what they do. HiveBase is the layer where actions get boundaries, receipts, and verdicts — and where what they did becomes part of the record.
Acme pushed back on renewal — need to prep the pitch deck
Acme just launched their SSO feature yesterday
Acme renewal call is Thursday — CSM says at risk
Muddled: mixing customer renewal risk with an unrelated company’s feature launch
Specs, notes, and decisions stay where your team already works.
Durable claims move into typed company memory with provenance attached.
Squads, briefs, and AI apps use the same truth — Notion stays your workspace.
One engineer on a tracker with a native agent bolted on doesn't need a coordination layer across five departments yet.
If what you actually need is a canvas to wire your own agent graph, a self-hosted agent kit is the right layer to build on — not an operating layer above it.
HiveBase is a hosted platform. If your data can't leave your infrastructure right now, a self-hosted framework is the honest answer.
An agent builder gives you components — a model, a prompt canvas, memory you bolt on, handoffs you wire yourself. You're the systems integrator. HiveBase is a company already staffed: five departments pre-wired to one shared Brain, with approval boundaries and receipts built in from day one — not a kit you assemble.
A memory layer decides what your agents can see. HiveBase also governs what they do — approval boundaries, receipts, verification verdicts, and undo — and keeps the durable record of it. Memory alone doesn't stop an agent from acting on what it just remembered; HiveBase is the layer that decides whether that action runs, and proves what happened after.
Retrieval-only company brains structure and search how a company works — a living map you can query. HiveBase also gates what AI may do: drafts stay visible, promotion and publish stay held when they should, actions leave receipts with undo, and consequential work stays held by blast radius — so better retrieval does not become silent action.
An AI chief-of-staff app is one assistant standing in for a role — helpful, but still a single generalist thread. HiveBase isn't a persona to hire; it's five pre-wired departments sharing one company Brain, each earning autonomy in its own lane, with receipts on everything they touch. If what you want is a name for one assistant, this isn't that — HiveBase is the system underneath five of them.
A workspace with AI features keeps everything inside its own walls — great until the work spans tools it doesn't own. HiveBase doesn't replace your workspace; it sits above your whole stack as the coordination layer, the same shared Brain, receipts, and approval boundaries, whichever tool the work actually lands in.
HiveBase is the vertically-integrated alternative to wiring an AI company yourself — a built team, one Brain, running on day one.