Finance
Slippage, drawdown, volatility. Your trades, verified.
Start with Finance →Past-observed stress-test · £500 sealed pack
Sealed at source.
Verified by you.
No AI in between.
Stress-test your system against declared scenarios using past-observed data. Seal the evidence. Verify it yourself.
We seal evidence at creation and give you the hash to verify yourself with sha256sum. We don't retain your data — only the hash remains for verify. Nothing to trust. No AI, no human scores — only the receipt.
comparable:false when incomparable. interpolate=false when gapped. ai_computed_metrics:false by default. Every claim has a receipt. You verify, we don't ask you to believe.
- Sealed. Same data, same rules.
- Deterministic. No AI, no human scores.
- Yours. You verify with sha256sum. We don't retain data. In a world obsessed with black box, we opted for verifiable. What happens when you can't trust the machine's output? If you can't trust it for audit, why trust it for decisions — or your customers' data?
pipeline.py → 4 baselines → MANIFEST.json af370e…
This is not a video — this is pipeline.py on sample data. Deterministic. Why only us →
How would Workbench help me?
- After the window closed, nobody agrees what actually filled.
- A review is coming and screenshots won’t hold.
- Spec said one thing; the tape / line / log said another — you need a seal, not a story.
Workbench stress-tests against past data. Future stress-tests before reality arrives. Same court. Different temporal anchor.
Why only us? 12 inversions of incentives at once.
Any one kills a business model. 12 is why no one built a sealed-at-source court — we did.
| We do | They do | Why only us |
|---|---|---|
Sealed, deterministic with 4 causal baselines, same frozen spec, publish loss (74/75) | Sell black-box answer, hide losses | May rule against buyer |
4 causal baselines, same frozen spec gap_before reset, no filtfilt | 0-1 strawman / future leak | More honest → more losses |
Fail-closed, no interpolation interpolate=false | Interpolate to close deal | Refusal loses deals |
No AI, no human ai_computed:false | AI-scored, consultant | Kills retainer |
| No tie-in, no commitment, no retention — burn keys, no cookies | SaaS / lock-in / monetize data | Hates recurring revenue |
You verify sha256sum | Trust our platform | Gives away power |
| Pre-declared freeze | Post-hoc story | Stops p-hacking |
Hash chain + prev_receipt_hash | Tamper-evident | |
Comparable fix _comparable_only — FIN-1/3 excluded (5-21x), still reported | Inflate win | Lowers win rate |
| If you can't trust for audit, why trust for decisions / customers' data? | Black box for audit → trust for decisions | Truth most valuable resource |
| One pack, one price £500 + £250/500 rows, QTR sweet spot, 1 year max | Hide price, retainer | Transparency kills expansion |
Burn the keys — CSV + pack deleted after email, only sha256(email) | Retain / monetize | Kills data moat |
Don't believe us. Click our standards.
Find out more here — then pick an industry.
Sealed example plots
From the sealed pack on disk — evidence pictures, not a method tutorial. Request a sealed evidence pack for your own stresses.
Decision plane
Competing stresses on the same observed series — sealed picture from the pack.
Open SVG → · PNG
Metric waterfall
Sealed metric picture from the pack — scenario-evidence; empty scorecards where diligence is Carl-gated.
Open SVG → · PNG
Cryptographic chain
Receipt / CSV / manifest prefixes — verify yourself.
Open SVG → · PNGPick your industry →
AI — Agent Governance Most requested
Prompt vs trace, tool calls, hallucination. Biggest domain.
Start with AI →⚡
Energy
Grid / battery health, SOH, dispatch, capacity.
Start with Energy →Robotics
Theta, torque, velocity jitter. Engineering.
Start with Robotics →Industrial
Command vs measured, wear_proxy, rate stress.
Start with Industrial →Coming soon — be first to receive your evidence pack
Other industries already spec'd — pick one, see intro, register to be first. Still goes to microsite with intro.
Picking a coming-soon industry still takes you to the microsite intro — shows Coming soon — register to be first to receive your evidence pack + email capture.