Built for the institutions that can't afford to get it wrong

AI you can explain, defend, and audit — by design.

JAQL builds for banks, defence and government, where every AI decision must be explainable to a regulator, supervised by a human, and provable after the fact. Responsible AI isn't a policy we bolted on — it's how the products are engineered. Every JAQL product ships with its own Security Assessment Report.

Honesty rule

  • In place — operating today (e.g. human-in-the-loop design, audit logging, product Security Assessment Reports).
  • Aligned to — architected to the standard's controls; not yet certified.
  • In progress — certification actively being pursued. Never claimed as held.
Five pillars

Five guarantees, each built into the product — not promised on a slide.

In place

Explainable by design

Every decision carries a plain-English, human-readable reason a regulator, board or court can follow. No black boxes.

Across StressTrace · RiyaRisk · MitraDarpan
In place

Human always in the loop

No JAQL system takes an autonomous action on a high-stakes decision. The system flags; a qualified human decides.

Defence · Healthcare · Forensic · Sport
In place

Auditable end to end

Every inference is logged with a full audit trail, retained inside the client's own infrastructure and accessible to their governance team at any time.

All products
In place

Sovereign by default

Data never leaves the client's premises — cloud, on-premise, or air-gapped. Aligned to India's DPDPA, the Gulf's NESA and data-residency rules, the EU's GDPR.

Deployment model
Aligned to

Bias-monitored and reviewed

Continuous bias monitoring across demographic, cultural and linguistic dimensions; outputs reviewed against recognised AI-ethics principles (OECD AI Principles).

Across all decisioning products
The differentiator

Every product carries a Security Assessment Report.

Unlike vendors who present a single security policy, each JAQL product carries its own Security Assessment Report (SAR) documenting its security posture, controls and risk profile. SARs are available to qualified government and defence evaluators under NDA as part of a tender response.

StressTrace RiyaRisk Quantama JAQLNV-7 MitraDarpan CiviqIQ Sikdoo ABAP TARO

Where a SAR is still being finalised, it is explicitly labelled "SAR in progress" in the tender response — never implied otherwise.

Request SARs under NDA

Compliance & framework mapping

Mapped to the frameworks your tender scores against.

Status is set conservatively. "In progress" reflects a credible, funded roadmap; it is never upgraded without evidence.

FrameworkStatusNote
DPDPA (India)In placeData residency and consent by design across deployments.
CERT-In reporting readinessAligned toIncident-reporting playbooks and log retention follow CERT-In direction.
RBI / SEBI / IRDAI IT governanceAligned toBanking and insurance products architected to sectoral IT-governance controls.
NIST CSF & NIST PQC (FIPS 203 / 204 / 205)Aligned toCrypto-agility roadmap built on NIST-standardised PQ algorithms.
ISO/IEC 27001In progressInformation security management system implementation underway.
SOC 2In progressTrust services criteria readiness underway.
GDPR (EU)Aligned toLawful basis, DPIA support and data-subject rights handling.
Gulf: NESA / PDPL / data residencyAligned toSovereign deployment for UAE and KSA engagements.
OECD AI Principles / Responsible AIAligned toTransparency, accountability and human oversight built into product design.
Watcher of the watchers

We protect the people who run the system, too.

JAQL's governance extends to the humans in the loop. Our cognitive-load monitoring — the StressTrace Heimdall model — watches for fatigue and overload in analysts, clinicians and operators (the human conditions that precede costly errors) and routes work intelligently to keep teams sharp. Governance that protects citizens and the staff who serve them.

Building a tender? Let's give your evaluators what they need.

Governance documentation, SARs under NDA, and framework mapping — provided as part of any government or defence engagement.

Request our governance pack