The decision is
the missing record.
DTF records why an AI-assisted decision was made, who authorised it, what happened next and whether it worked, so companies can reduce repeated mistakes, prove accountability and measure operational value.
SignalContextPolicyAuthorityActionOutcome
02 - The problem
The answer is not the record.
Contracts and policies define what should happen. What disappears between data, models and workflows is the evidence of what actually happened.
When the outcome is challenged later, the evidence is scattered, the governing policy has changed and authority is reduced to a workflow status.
Which policy applied?
Who had authority?
Did it work?
03 - The product
One decision.
One verifiable record.
Vendor logs show activity inside a service. DTF binds that activity to the customer’s evidence, policy, authority, action and measured outcome. See how the record works
DTF
The decision trust and accountability system. It binds evidence, policy, authority, action and outcome.
DTF Workbench
The workspace where people inspect, verify and operate accountable decisions.
DTF Concierge
Governed agents that prepare customer data and configure workflows while people retain approval authority.
Decision recordDEC-0042
Integrity verified
SHA-256 proof bundle
1f94e8c8d914…e6b257f6
Reproducible
Replay the same bound inputs and policy against deterministic decision semantics.
Attributable
Separate recommendation, authority, approval and override instead of inferring consent.
Outcome-bound
Connect what was decided to what happened, without turning association into causation.
04 - The difference
Trust starts with
what the system refuses.
- 01Unknown policy version
- 02Missing required evidence
- 03Unrecorded authority
- 04Tenant or manifest mismatch
- 05Seal presented without proof
05 - DTF Workbench
Use the interface.
Test the proof.
DTF Workbench is the human interface for accountable decisions. Select a decision, inspect its evidence and authority, verify the proof bundle, then change a copy and watch verification refuse it.
Enter the protected previewDTF WORKBENCHBrowser-only sandbox
DecisionPolicyAuthorityStatus
Node 42v2.4Ops directorReview
Feeder 108v3.1Control leadBlocked
Case 221v5.0Risk managerReview
Selected recordIntegrity verified
sha256: 4d52f1...8a09
Invitation-only access
Synthetic examples included
Optional CSV stays in the browser
No production authority granted
06 - Clear examples
Built for operations
with consequences.
DTF does not replace the model, policy owner or human decision maker. It creates the record that shows how evidence became an authorised action and what happened next.
01TelecommunicationsDemonstrated wedge
Stop the wrong repeat dispatch.
Seven visits have not fixed the fault. DTF binds the network evidence and current field policy, records who approved a plant investigation instead, and measures whether repeat visits fall.
- Decision
- Dispatch, investigate or hold
- Outcome
- Repeat visits and restoration stability
02Energy and utilitiesApplicable pattern
Prioritise an asset intervention.
A feeder exceeds a fault-risk threshold. DTF retains the readings, rule version and control-room authority behind the decision to inspect before re-energising.
- Decision
- Inspect, isolate or restore
- Outcome
- Restoration time and repeat failure
03Financial servicesApplicable pattern
Resolve a payment exception.
A transaction breaches a policy threshold. DTF records the evidence, exact rule and risk authority behind a hold, approval or override without becoming the adjudication engine.
- Decision
- Release, hold or escalate
- Outcome
- Disposition, loss and review time
04Healthcare operationsApplicable pattern
Escalate a capacity decision.
A referral risks missing its placement window. DTF records the operational evidence, routing policy and authorised reviewer, then links the action to time-to-placement.
- Decision
- Route, wait or escalate
- Outcome
- Time to placement and completion
05Public serviceApplicable pattern
Handle an eligibility exception.
Two evidence sources conflict. DTF preserves the applicable rule, records the authorised human review and makes the final route and subsequent outcome independently inspectable.
- Decision
- Approve, request evidence or escalate
- Outcome
- Resolution, timing and override reason
07 - About DTF
Built around
accountability.
DTF is building the evidence layer for consequential operational decisions. The company combines commercial, financial and technical leadership around one goal: make every important decision reconstructable.
Dover, DE 19901
USA
Ballsbridge, Dublin 4
Ireland
28002 Madrid
Spain
08 - Protected access
Bring a real
decision safely.
Invited clients, partners and investors can enter the protected preview, operate the full synthetic runtime and request governed agent-assisted data onboarding.