BEYOND
BRUTE FORCESYSTEMS
← Beyond Brute Force

THE PRODUCT STACK

Do less repeated work.
Keep more of the value.

Execute supported tasks locally. Keep reusable data compact. Reconstruct only the state you need. Choose one product, or evaluate a coordinated stack.

CHOOSE THE CAPABILITIES

Three complementary jobs.
Your choice of stack.

Each product has its own role. Select the combination you want to explore.

Products to explore

THE THREE-PRODUCT OPPORTUNITY

Restore → qualify → reconstruct → execute → retain

GLYX restores exact retained records. Seed State reconstructs the required state under current qualification. TokenHoloFold executes supported tasks locally. Checked output can be retained for future use.

This full three-product workflow is an integration proposal. Its complete latency, cost and quality are measured together before a customer offer.

EXECUTION

TokenHoloFold

Compact supported requests, local completion, provider-call avoidance on eligible tasks and checked results. An application routes other work through its agreed alternatives.

Explore TokenHoloFold →

PERSISTENCE

GLYX Archive

Retain compatible structure across files, reduce archive size on suitable data and restore selected content exactly. AI tool data, business records and personal libraries are evaluation candidates.

Explore GLYX →

STATE

Seed State OS

Reconstruct supported state from retained structure and exact changes. Explore runtime, embedded and scene-state applications through a qualified integration.

Explore Seed State →

START FROM THE CUSTOMER'S JOB

From AI workflows
to connected systems.

Give an AI application an efficient local workbench.

TokenHoloFold handles eligible operations locally; GLYX can retain exact tool data and records; Seed State can reconstruct applicable working state. Evaluate the task, archive and state boundaries together, including fallback and verification.

Measure: complete-task quality, latency, provider calls, retained bytes and total operating cost. Lower call counts alone do not measure general intelligence.

RECORDED COMPONENT EVIDENCE

Real measurements.
Distinct comparisons.

These studies inform where to evaluate. Their percentages and speed ratios concern different workloads and are not multiplied into a combined promise.

90.02×

TokenHoloFold original speed result

24 September: paired comparison against a two-call API workflow; 32/32 exact results in both routes.

20 October follow-up: 300/300 exact local answers and 100/100 safe controls. A separate 10.61× complete-process comparison uses 237 mutually correct tasks against a one-call API route.

Original and follow-up evidence →
46.8%

GLYX archive reduction

Smaller than same-content ZIP on a 742-file cohort; archive plus restoration record counted. Installation is additional.

Storage boundary →
99.48%

Seed State FPGA cycle reduction

2,523 → 13 engine cycles on the same bounded task. Separate GPU studies recorded 4,096× less dispatched work and 353–354× shorter GPU execution.

Hardware, GPU & later reuse achievements →

There is already a GLYX / Seed State connection to build on.

The 17 October versioned-data comparison retained 57.3% fewer logical bytes than trained Zstandard and 37.9% fewer than compacted Borg. All 9,216 fresh reconstruction checks passed. The evidence includes retained data, physical allocation and complete processing time, so the storage and speed trade-offs can be assessed together.

Read the component integration context →

NON-EXCLUSIVE BY DESIGN

Choose the licence
that fits the deployment.

Licence software capabilities for your organization, application or devices. The agreement defines the scope; a temporary AI agent is not automatically another licensed seat.

Commercial models for discussion; no checkout or automatic billing.
OfferRecommended charging basisFirst step
TokenHoloFold50% of verified net eligible savings. The customer keeps the other half.Scoped paid workload evaluation, then an agreed production measurement period.
GLYX · personal / small teamSimple device or team subscription; price confirmed for the qualified release.Exact restoration, storage comparison and supported-platform checks.
GLYX · business / AI serviceProposed 50% of verified net eligible savings, or annual deployment/capacity bands where simpler.Evaluate the actual data, storage tier, access pattern and full cost.
Seed State · applicationAnnual runtime / application licence with defined deployment and support.One defined state operation and its best feasible comparator.
Seed State · device makerDevelopment agreement, then per-shipped-device royalties or annual volume bands.On-device integration and whole-workload measurements.
Combined business stackProposed single 50% share of the agreed combined net savings, when suitable. Otherwise one agreed bundle price.One cost ledger; each bill item and licence fee counted once.

TokenHoloFold's 50/50 production model is fixed. The other licence models and bundle terms are proposals for agreement. BBF retains its technology ownership; customers receive the agreed non-exclusive usage or distribution rights.

ILLUSTRATE THE COMBINED SAVINGS SHARE

One saving pool.
One 50/50 split.

Enter monthly costs for the same completed work. Count model invoices, local compute and storage/transfer in separate, non-overlapping buckets. This calculator stays on your device.

ILLUSTRATIVE GBP / MONTH

Eligible costBeforeWith stack
Model / API invoices
Separate compute
Storage / transfer

Include agreed amortised integration or support only if actually incurred and not already counted above. No assumed installation charge. Enter costs before this savings-share fee.

ILLUSTRATION · NOT A QUOTE OR BENCHMARK

Your retained monthly saving

£4,100.00
Baseline eligible cost
£12,000.00
New costs, before BBF share
£3,800.00
Positive net saving to share
£8,200.00
BBF's 50% share
£4,100.00
Your total spend, including share
£7,900.00

You retain £4,100.00, or 34.17% of the eligible baseline cost.

The selected capabilities above do not predict these numbers. Replace the example with measured, customer-specific costs. Discounts and price changes belong in the agreed baseline. A zero saving produces a zero savings-share fee.

Start with one
valuable workflow.

Agree the workload, platform and acceptance criteria. Measure complete equivalent work. Select the products that create a useful improvement.

Prepare your enquiry ↗