Security-native judgement
Access, evidence, risk and real operating constraints are considered before anyone celebrates a dashboard.
Fake AI launch. Actual useful proposition.
A Human Programming Interface for organisations with too many systems, too little context, and at least one spreadsheet now treated as infrastructure.
The problem
Most organisations do not have an answer problem. They have a judgement problem: too many tools, duplicate workflows, unclear owners, weak evidence and a recurring belief that another dashboard will finally make reality behave.
The solution
All Ian accepts messy human input, detects the real problem under the stated problem, retrieves prior context, and emits useful judgement with owners and next steps attached.
Read the model cardPricing heresy
Token platforms are rewarded when your confusion gets verbose. All Ian is billed through the ancient mechanism known as a salary, which means useful context gets cheaper the more the model is embedded.
On-demand cleanup
Pay-as-you-go remediation starts at GBP 1,250/day for AI output, rushed rewrites, abandoned systems and development-team damage that now needs calm triage.
Always On memory
Requests arrive with partial context, hidden ownership problems and optimistic use of the word quick.
Prior incidents, systems, people, constraints and pattern matches are pulled into working memory.
The response names the actual problem, likely consequences, owners and next useful moves.
During downtime, the runtime links the day into longer-term context and wakes up annoyingly clearer.
Model capabilities
Access, evidence, risk and real operating constraints are considered before anyone celebrates a dashboard.
Turns messy human input into owners, next steps, blocked dependencies and the thing everyone has avoided naming.
Explains complex systems to normal humans without draining every remaining molecule of patience from the room.
Combines ventures, campaigns, systems thinking and hard limits into useful ideas that can survive contact with Monday.
Plugin ecosystem
Maps who actually has access, who should have access, and which shared login is pretending to be a policy.
Flags duplicate tooling, fake transformation promises and suppliers hoping nobody reads the renewal terms.
Finds proportionate fixes for teams with real missions, tired humans and budgets that have seen things.
Separates useful automation from plausible wreckage after a model, team or board deck got overconfident.
Converts technical knots into language that leaders, users and funders can understand without sedatives.
Identifies the workbook holding the organisation together and quietly asks why it has no owner.
Known bugs
May decline to panic when the real issue is five years of unmanaged process debt.
Marketing fog can trigger blunt translation into risk, cost and ownership notes.
OU#1 and OU#2 may introduce unscheduled context switching, snack tickets or bedtime escalations.
The biological runtime occasionally requires downtime, sunlight and not being in Teams.
Charity Mode
Supported charities, clubs, CICs and community organisations may receive limited free HPI capacity plus heavy discounts where the mission is honest and the constraints are real.
Check the logicLaunch posters
Whitepaper
Read the concise paper on salary pricing, HPI use cases, biological constraints and why token economics are a weird way to buy judgement.
Download the whitepaperDeployment note
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