Trust & security

Every decision comes with its own defence file.

No observability, no control—only hope.

168named agents

100%decisions traceable

SPARgovernance cycle

0silent output

The artefact

Produced as the work happens, not reconstructed later.

Source, rule applied, confidence, the adversarial record, and the named approver. One file per decision, assembled by the runtime while the workflow runs.

What ships with every decision

Source — what the agent read
Rule applied, and the resolution
Confidence, per claim
The adversarial record
The named approver

It only learns from confirmed outcomes. Nothing is trained on its own unreviewed output, so error can't compound quietly.

Trace

OpenTelemetry, everywhere

A span per node, per tool call, per model invocation. Standard OTel, so it lands in Jaeger, Datadog, Grafana, or whatever you already run.

Measure

Cost, latency, quality

Token spend and wall-clock time down to the individual agent and case. Every change is measured before it ships, not discovered by a customer.

Prove

Built in, not reconstructed

Source, rule applied, confidence, adversarial record, and the approver, produced as the workflow runs, not assembled later from logs.

Security and compliance

The questions a bank asks in week two.

These come up in week two of every evaluation, so here they are in week one.

Prompt injection

Input guards on every entry point, and a dedicated guard model that screens embedded instructions.

RAG poisoning

Unverifiable citations are auto-annotated before any agent acts on them.

Data protection

Masking, access control, PII detection, and role-scoped visibility.

Deployment isolation

On-premise and air-gapped options where no document ever leaves the perimeter.

Regulatory packs

Per-region compliance layers for India, the GCC, the UK, the EU, Indonesia, and the US.

Assurance

VAPT and DLP review at onboarding, plus a runtime kill switch as backstop.

Regulatory overlays

Same capability, swapped rulebook.

Per-region compliance layers ship versioned alongside the workflow. Here is the coverage.

India

RBI · IRDAI

Concurrent audit, KYC and AML, IRDAI claims handling

GCC

CBUAE

Onboarding, sanctions screening, Shariah audit

United Kingdom

FCA · Lloyd's

Delegated authority oversight, consumer duty evidence

Indonesia

OJK

Reporting packs and reserving

European Union

GDPR · EU AI Act

Data protection and risk classification

United States

Per-state and federal

Deployed with the customer's own compliance layer

Tested at the edge, not trusted at the end.

Plus VAPT and DLP review at onboarding, and a runtime kill switch as the backstop. The same controls the risk committee signs off.

VAPT review at onboarding
DLP review at onboarding
Runtime kill switch

Send us your security questionnaire.

We'd rather answer it before the pilot than during it. Architecture, data flows, model hosting, and the kill switch, in writing.

Talk to us