Reasoning Trace
The full timeline: policies applied, data consulted, and the agent's recommendation.
Capability · Human Review
Approve with simulation, not guesswork.
High-stakes decisions route to a person with full reasoning traces, precedents, and approve/deny cash impact, before anyone clicks confirm.
Precedents
Simulation
Audit trail
01The review layer
Everything the approver needs, before the click.
Precedent Match
Similar past decisions surfaced, with their outcomes and operator notes.
Approve/Deny Simulation
Projected cash, exposure, and AR impact, before confirmation.
Approval Matrix
Routes by amount, category, and risk, with RBAC enforced.
Human-in-the-Loop
Agents recommend. People decide on high-stakes actions. Always.
Immutable Audit Log
Every approval logged with evidence, simulation, and operator identity.
02The difference
Decide with the numbers, not from memory.
Without Vyasa
An item gets flagged, and the approver opens the ERP, pulls reports, and asks colleagues on Slack. The call is made on incomplete information and memory, then recorded as "approved" with no trace of why.
With Vyasa
The decision arrives with a full reasoning trace, matched precedents, and an approve-versus-deny cash simulation. One click, with an immutable audit trail, not a 20-minute research session.
Your operators become the judgment layer, with every tool they need to decide confidently.
Vyasa assembles the trace, the precedents, and the simulation. The approver brings the judgment, and the decision, its reasoning, and its cash impact are logged the moment it is made.
03In practice
A credit release, simulated before you confirm.
A tier-2 customer's $12K order is on hold. The approver opens Vyasa and sees the whole case, and what each choice does.
CreditFinanceSales
Order
O-1042 · Tier-2 Corp · $12.4K · on credit hold
Exposure
$89K of a $120K limit · 74% · payment score B+
Precedent
3 similar orders, all approved on Net 30
Simulation
Approve → +$386 inflow · Deny → exposure unchanged
Policy
Net 30, tier-2 · current version
Recommend
Approve · one click, full audit trail attached
04Rollout
From one exception type to the full layer.
Weeks 1–4
Deploy the approval matrix and reasoning trace on one exception type.
Weeks 5–10
Enable simulation and precedent matching across credit and P2P.
Quarter 2+
Full human review layer with cross-workflow audit exports.
See what your approvers see.
30 minutes. We'll run a real exception through the reasoning trace, the precedents, and the approve/deny simulation, on your own data.