One platform

One security context. Two attack surfaces.

Every organisation now has two estates to defend: the enterprise it has built, and the AI it is adopting. Prak Knit reads both through one context layer and answers in one risk model.

What you already runPrak Knit context layer

Enterprise signals

CloudApplicationsIAMVulnerabilitiesThreat modelsPentest

Klair VuEnterprise security & exposure

AI signals

AI servicesAgentsMCPModelsRAGTools

AI-InterceptorAI & agent security

One risk model

Prak Knit Unified risk model

Deduplicate across tools
Reachable & exploitable?
Which business service?
Who owns the fix?

What you get

Business exposureOne board-ready number, explained

An owned fix listRanked, with a named owner each

Work in your toolsInto Jira and ServiceNow

Read-only. No agent. Nothing to rip out. See the pipeline →

The problem

10,000 findings. Forty-three that matter.

Watch a quarter of findings collapse: duplicates merge, the unreachable fall away, and what is left is a queue a team can actually clear.

10,000This quarter

5,900After dedupe

700After exposure

43Worth this week

The deeper problem is that no tool answers what the board asks — are we exposed where it matters, and what do we fix first?

No single picture. Every tool sees one corner; nobody joins them into "this weakness plus that exposure lets an attacker reach our payment system."
Blind spots look clean. Assets no tool watches don’t appear — so a report says "all good" when the truth is "we aren’t looking."
AI is unguarded. AI agents and copilots now reach data and systems on their own. Existing tools don’t see them at all.

How it works

Uni-directional pipeline. No agent.

Each layer has a single job and a defined output — which is what lets a board number trace back to the scanner that raised it.

INSources

Your scanners, cloud, identity and tickets — read-only.

L1Normalise

One schema, one severity vocabulary.

L2Correlate

Dedupe, resolve assets, inherit ownership.

L3Score

Exposure + exploitation + criticality, explainable.

OUTAct

Prioritised work into Jira and ServiceNow.

Connects the signals you already run

SASTSCADASTCloudIdentityAPIDNSPentestThreat modelsGRC

No agent on your estate. Nothing to rip out. Switch Prak Knit off and every tool it reads from carries on exactly as before — the test of whether a platform is a layer or a lock-in.

See it

All risks, based on business context.

"Are we exposed where it matters?"

Business Posture leads with exploitable exposure to real business services — across IT, OT and AI — not a wall of counts. Read it as an exec, a CISO, an architect or for AI.

Klair Vu Business Posture: business exposure across IT, OT and AI — Business Posture

"Where are all our findings?"

Every tool’s findings land on one page, each mapped to the application and business unit it affects — and duplicates collapse to one. The tool sprawl ends here.

Klair Vu findings queue mapped to business units and applications — Unified findings

"What can an attacker actually reach?"

Ask a plain question and get a real attack path as the answer: this exposure, plus that weakness, plus the architecture, chained end to end — the risk that lives in the seams between tools.

Klair Vu attack path from an internet-facing entry to a business service — Attack paths & intents

"Is our AI exposed?"

AI-Interceptor discovers AI models and agents, maps what each one can reach, and flags the dangerous ones — the attack surface no existing tool covers.

AI-Interceptor dashboard: AI assets, agents and critical AI risks — AI-Interceptor

"Are we audit-ready?"

Compliance posture across frameworks, derived from live findings — with an honest coverage number that names the blind spots instead of showing a false pass.

Klair Vu compliance dashboard with honest coverage reporting — Compliance

"Can the whole team work from one view?"

One sign-in replaces a wall of consoles. Everything your tools can see, scoped to your organisation, in a single place.

Klair Vu single sign-in — One console, one sign-in

Captured from a live Klair Vu environment with demonstration data. Watch the five-minute tour →

Before you ask

You already have security tools. Keep them.

Prak Knit does not replace your investments; it connects their findings so leaders and engineers work on one priority.

ScannersFind weaknesses in their domain

CNAPPSecures the cloud

SIEMCorrelates events in time

CMDBHolds assets & ownership

Prak Knit

Unifies all four — into context driven outcome.

What you gain

RiskFix the few findings that can actually hurt a critical service — measurably lower real exposure.

ConfidenceA board-defensible risk number and audit-ready evidence, not a figure nobody trusts.

TimeTeams clear what matters instead of triaging thousands.

CostMore value from the tools you already own — nothing to rip out or replace.

None of them can answer the ultimate question "What is Monday's highest-leverage fix, and why?" — solving that requires unifying our telemetry, ownership graph, and control state. That unified context is the product.

Where do you stand?

Security maturity is how well your data informs a business decision.

A two-minute check of whether your programme can connect findings, ownership, and remediation priority. No email.

Tool visibilityFindings remain in individual security tools

Fragmented

Shared findingsTeams can see findings together, but duplicates remain

Aggregated

Clear ownershipRisks are linked to business services and accountable owners

Contextual

Business prioritiesExposure and criticality create a defensible remediation order

Prioritised

Decision-readySecurity, engineering, and leadership use the same risk picture

Aligned

See your risk visibility score

Answer for today’s environment. No email required.

One place shows open findings from every toolWithout opening a second console

Duplicates are collapsedOne weakness becomes one risk, not several tickets

Every finding has a named ownerAccountability is clear without manual investigation

Priorities stand up to reviewTeams can see why one risk takes precedence

Business and technical views agreeBoard reporting, remediation, and audit evidence use one model

Choose the statements that are true today.Your score shows the next practical improvement.

What you licence

Start with either surface. Both share one risk model.

Prak Knit product

Klair Vu

Enterprise Risk Intelligence

One business-aware view of enterprise cyber risk, with connected findings, accountable owners, and prioritised remediation.

Learn more →

Prak Knit product

AI-Interceptor

Enterprise AI Security

Discover unapproved AI services and identify which ones are reachable, exposed, or handling sensitive data.

Learn more →

Enterprise-ready

Built to survive its own assessment.

Strict per-tenant data isolation

Every customer's data is kept strictly separate, and that separation is tested on every release.

Your data stays your data

Never shared or used to train models. SSO, SCIM and RBAC included; on-prem and air-gapped options.

Evidence, not assurances

A tamper-evident audit trail and encrypted backups, with architecture details available under NDA; correlation logic informed by real enterprise threat-modelling.

Maps your risk to

RBI CSFISO 27001SOC 2HIPAANIST CSFIEC 62443

One business day to a reply. No sequence, no drip campaign. Prefer to read first? Start with our whitepapers.

What is exposed. What matters. What to fix first.