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For teams & enterprise

Frontier-grade AI work, at a third of the token cost.

The same engine behind huSpace’s memory gives companies verifiable, cost-controlled intelligence — many models cross-check every output, and the memory graph feeds in only what matters.

The cost of getting it wrong

Run a serious AI workload today and three problems compound: spend, trust, and memory.

Runaway token spend

Stuffing context windows and re-running long tasks turns a pilot into a five-figure monthly bill — fast.

Unverifiable output

One model grading its own work can’t catch its own blind spots. At scale, silent errors are expensive.

No shared memory

Every session starts cold. Knowledge doesn’t accumulate across people, tools, or time.

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lower cost per 1,000 tasks
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cheaper per task
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auditable actions
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verified, honest output
Whole-company scale

Hand it the work no single chat could finish.

Give huSpace a sprawling objective and it decomposes the work across coordinating instances — they message each other, divide the load, check each other’s output, and deliver the whole package: deep reports, board-ready decks, quantitative models, and design & engineering drafts — while optimizing the processes around them.

Reports & analysis

Long-form research and decision memos, sourced and cross-checked before they land.

Decks & presentations

Board-ready slides assembled from the work — narrative, charts and notes included.

Quantitative modeling

Financial and operational models built, stress-tested by a second instance, and explained.

Design & engineering

Architectures, specs and design drafts — produced, reviewed and iterated as a team.

Instances that coordinate

Real communication between huSpace instances across the business — handoffs, not silos.

Process optimization

It maps how work actually flows and collapses the busywork — fewer steps, one owner.

Orchestration at company scale — one objective decomposed across coordinating huSpace instances that exchange messages, assemble real deliverables (deck, model, process map, report) and optimize the workflow end to end. Press Run.

How we cut cost without cutting quality

Orchestration + a memory graph: several models cross-check each other while the graph keeps the context lean. Same quality bar — a fraction of the spend.

Cumulative AI cost — 30 days, 100 seatssame workload · lower is better$58k · others$21k · huSpaceday 1day 30
Same quality, a third of the costtask success · cost index88%Task successothers96%Task successhuSpace100Costothers37CosthuSpace

See the engine, not just the claims

The same memory graph and multi-model verification your team would run — live, and inspectable.

Quality without the runaway bill — a fast drafter and a different-vendor judge cross-check every answer. Live token counter shows ~60% fewer tokens than one big model.
Acts only with permission— tiered actions enforced in code: read is silent, send asks first, money & messages always ask. A tier can’t be lowered by any prompt.

huSpace vs the usual options

huSpaceRaw frontier APISingle-vendor suite
Token spend at scaleLow — graph feeds only what mattersVery highHigh
Output verification multi-model cross-checkNoneSingle model
Long-term memoryOrg-wide knowledge graphNoneLimited
Vendor lock-inNone — model-agnosticHighHigh
Audit log of every actionPartial
Permission tiers (in code)
Data residency & no-trainVariesVaries

Built for trust at scale

Control and accountability are in the architecture, not in a policy doc.

Permission tiers

Read is silent; send asks first; pay or act externally needs an explicit yes — enforced in code, never by a prompt.

Full audit log

Every action and every model call is logged and attributable — what happened, why, and which model.

Your data stays yours

GDPR-aligned, EU-based, no training on your data, memory you can inspect and delete on request.

Where teams put it to work

Support automation

Resolve and draft with full account memory — verified before it reaches the customer.

Knowledge operations

One durable, permissioned memory across docs, tools and people — no more cold starts.

Executive intelligence

Briefings and analysis cross-checked by several models, at a fraction of the token cost.

Run a pilot with huSpace.

Tell us your workload — we’ll show you the cost and quality on your own data.