Obtuse Work does not ask you to hand a chatbot the company. It connects each recurring loop to a real trigger, a bounded move, a visible human gate, a closure receipt, and a metric. Routine work can continue in the background; consequential authority stays attached to a person.
Money movement, invoice issue, payment checkout, and financial reconciliation decisions
Binding promises, contractual changes, public claims, campaign release, and publishing
Credential changes, permissions, member administration, provider activation, and recovery
Ambiguous, consequential, unsafe, consent-sensitive, or exception-state communication
Behavior promotion, rollback approval, terminal business closeout, and evidence acceptance
SIX OWNED LOOPS
No agent theater. Each loop has a finish line.
These are shipped, provider-neutral operating contracts in the Windows preview. They connect to the same customer, money, work, event, and authority records rather than creating an automation database beside the business.
01Instant intake+
Trigger
A same-origin website intake or scoped local signal arrives.
Move
Deduplicate, preserve attribution, build a qualification brief, prepare the next response, and start the response clock.
Human gate
A person owns external outreach and every commercial promise.
Closure receipt
Lead identity, attribution, response event, owner, and elapsed minutes.
Measure
Qualified response time and inquiry-to-conversation rate.
02Accepted-sale onboarding+
Trigger
An accepted quote is linked to a customer journey.
Move
Create one idempotent invoice draft from the exact accepted scope and open accountable delivery work after payment.
Human gate
Issue, send, payment, scope change, and customer commitments remain deliberate.
Closure receipt
Accepted scope, invoice provenance, payment reconciliation, delivery proof, and closeout.
Measure
Time to first value and on-time customer acceptance.
03Receivables control+
Trigger
An issued invoice has an open balance or an imported statement line needs review.
Move
Open source-backed collection work, suggest deterministic matches, and close the item only after exact reconciliation.
Human gate
A person confirms each payment match, category, exclusion, or undo.
Closure receipt
Statement hash, line fingerprint, invoice identity, exact cents, actor, and decision.
Measure
Open receivables, days outstanding, and reconciled cash.
04Market pulse+
Trigger
Guarded or Autonomous mode is active and the seven-day research window is due.
Move
Research one bounded evidence packet, run independent specialists, red-team the field, and save the judged portfolio.
Human gate
Research can recommend; publication, spending, offers, and external action remain human-owned.
Closure receipt
Source URLs, run stages, confidence, dissent, cost, completion or hold state, and next attempt window.
Measure
Accepted recommendations that produce measured operating lift.
05Behavior improvement+
Trigger
A versioned challenger is due for evaluation against the declared dataset.
Move
Run incumbent and challenger independently, blind the judge, and apply deterministic safety checks.
Human gate
Only a current passing receipt can enter Human Gates; promotion is never automatic.
Create the next invoice draft exactly once and move the plan forward without duplicating a billing period.
Human gate
Issue, delivery, checkout, collection, and reconciliation keep their normal controls.
Closure receipt
Plan identity, due period, created draft, idempotency boundary, and next run.
Measure
Due drafts prepared without duplicate billing or missed periods.
OPERATING EVIDENCE
“Done” is not a model opinion.
Cycle runs, state transitions, approvals, execution claims, provider readbacks, integrity hashes, and terminal business outcomes live in the local event and record spine. The Command Queue clears only when the underlying source state resolves.
01Trigger observed
Identity, source, time, and replay boundary are checked.
02Work prepared
The next record is created or updated idempotently.
03Boundary enforced
Routine scope continues; consequence waits for a named person.
04Loop reconciled
Observed evidence closes the source record and leaves a receipt.
REVERSIBLE BY DESIGN
Pause the cycle. Revoke the rail. Keep the business record.
Automation can stop without deleting customers, invoices, evidence, or operating memory. Connector access is revocable, exported data remains portable, and the local workspace keeps the durable history needed to resume or migrate deliberately.