Deterministic decisionsRule-based
Eligibility, approvals, routing, pricing tiers
- Keeps every rule current and blocks retired versions
- Proves which rule and version produced each outcome
- Turns repeated manual overrides into rule updates
The trust layer for decision intelligence
Every decision, trustworthy.
KrisVen is the trust layer for enterprise decisions. It reasons like your best people and guides each call, for deterministic and probabilistic decisions alike. Every outcome is sealed in your Decision Ledger.
How a decision becomes trustworthy
Raw dataTransactions, CRM, ERP
Contextual dataPolicies, rules, expert know-how
Unstructured dataDocuments, email, chat
KrisVen trust layerRead · Write · Seal
- CaptureContext Graph
- ReasonExpert Reasoning
- GuideA person only when needed
- SealDecision Ledger
Deterministic · rule-basedApplied the current rule, with proof of which version
Probabilistic · AI judgmentGrounded in cited evidence, escalated when unsure
Trust score 41 → 87Human review time 18 → 4 minIllustrative
How it works
More trust in every decision. Less time in the loop.
Most decisions follow a predefined rule set. The rest call for judgment. KrisVen enhances trustworthiness for all decisions.
Probabilistic decisionsAI judgment
Triage, recommendations, risk calls, matching
- Full AI provenance: the model, sources and confidence behind every judgment
- Knows when it's unsure and asks the right person
- Learns from each human call, so autonomy grows with the evidence
- 01
Capture
Ingests raw and contextual data, structured or unstructured, into one living context for every decision.
Data Stores, Lakes, Warehouses and Graphs - 02
Reason
Agent intelligence that mirrors human judgment, applied against the rules in force today.
Expert Reasoning - 03
Guide
Decides when it is confident. When it isn't, it guides a person through a prepared case, like a mentor would.
Human-in-the-loop by exception - 04
Seal
Seals evidence, rule version and approver into a tamper-evident record you can replay any time.
Decision Ledger
Per decisionWithout KrisVenWith KrisVen
AI Decision Trust ScoreHow well the decision holds up when questioned
Without41/ 100
With KrisVen87/ 100
Human-in-the-loop timeMinutes a person spends on a reviewed decision
Without18min
With KrisVen4min
Decisions sent to a personShare of decisions that need human review
Without35%
With KrisVen10%
Time to explain a past decisionWhen a customer, auditor or board asks
Without2days
With KrisVen2min
Illustrative pilot targets for a team making about 1,000 reviewed decisions a month. They are not customer results. A pilot measures your own before and after.
Decision intelligence recommends. Evals score the model. KrisVen proves the decision was right.
Vendor-neutral and yours to keep: one tamper-evident record for every decision, whichever rules engine, model or agent made it.
AI Decision Trust Score
How trustworthy are your decisions today?
Ten questions, about three minutes. It works for decisions made by rules, by AI or by people with AI help. Your score updates as you answer.
Which decisions do you want to score?
Who makes the final call?
Example answers are filled in so you can see a result. Change any answer to score your own decisions.
How to engage
Start with one decision workflow.
We're working with a small group of design partners.
-
Step 1Free
Score
Take the AI Decision Trust Score and see where your decisions are exposed.
- Time
- 3 minutes
- You get
- Your score, top three gaps and a PDF report
-
Step 2
Scope
Pick one workflow and baseline its trust score and human review time.
- Who
- Business or Technology SME
- You get
- Pilot scope and success measures
-
Step 330 days
Studio
Your private KrisVen Studio: run one workflow end to end, starting on synthetic data.
- Scope
- One workflow, one team
- You get
- Measured before and after
Consulting firm or AI platform? Add Expert Reasoning and the Decision Ledger to what you already deliver, under your own brand.
Bring one workflow. Leave with its decision trail.
A 30-minute call to review your score and scope your 30-day KrisVen Studio. Tell us about the workflow and pick a time.
contact@krisven.ai
Insights
What it takes for a decision to hold up.
Notes on decision evidence, governed memory and the questions people ask about AI decisions: from examiners in lending and banking to finance teams, partners and customers in retail and beyond.
Retail · 5 min read
“The model wasn’t wrong. It was right about a world that had changed three days earlier.”
The Markdown Nobody Could Explain
Retailers let AI set prices, allocate stock and approve returns every day. When one of those calls goes wrong, the question is not whether the model was good. It is whether anyone can show what it saw.
Read the post-
Decision Trust · 4 min read
No Regulator Is Asking. Your Customers Are.
Outside banking and insurance, nobody audits your AI decisions. That is not the same as nobody asking about them.
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AI Governance · 6 min read
Six Months Later: The Question Sam Couldn’t Answer
Banks already govern what goes into their AI. Almost nothing governs what comes back out, until an examiner asks a question nobody can answer.
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Governed Enterprise Memory · 6 min read
Where Fintech Value Creation Actually Happens
Most fintech AI budgets point at the model. Most of the avoidable cost, and most of the value on the table, sits one layer below it, in the data the model is fed.
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Commercial Lending · 7 min read
Why Commercial-Lending AI Needs an Evidence Layer
A retrieved fact and a verified one look identical to a language model. In commercial lending, that difference is the entire job.