Solutions

Outcomes, capabilities, and controls for real-world AI use.

AI governance is a runtime control problem, not a procurement problem. Your organisation owns the controls over reachable tools, credentials, shared state, and delegated authority—not the model vendor. 3LS supports discovery, classification, visibility, evidence, and policy evaluation across broader AI use.

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SD-2 / Detect, classify, evaluate Detect Classify Evaluate Activity Analysis Policy result Evidence In policy Review Policy issue Evidence retained for the policy decision
SD-2: Three-step visual showing observed activity, analysis, then policy evaluation and evidence. Production metadata: 3ls-sd-2-solutions-policy-flow-diagram.svg; SVG master rendered fluidly with explicit 1600x900 dimensions; usable as 16:9 desktop panel and full-width mobile diagram.; task-1093-inline-svg-master

Understand AI use

See how employees, assistants, and agentic tools are actually using AI.

Detect sensitive content

Find PII, secrets, and risky interactions in the observed evidence available to policy evaluation.

Evaluate policy

Turn observed evidence into an explainable policy evaluation and retain the result.

See the product behind the outcomes

Review the AI and MCP inventory, managed action controls, cases, policy lifecycle, approvals, evidence, and enterprise integrations in one place.

Explore product capabilities

Solutions

Go deeper on the capabilities behind the story.

Start with one visual story on the homepage, then explore the capabilities that help teams understand AI use, detect sensitive data, and make defensible policy decisions.

SD-3 / Classify Detect Classify Evaluate Intent Lanes Evidence In policy Review Policy issue Evidence retained for the policy decision
SD-3: Square thumbnail with capability card, evidence chip, event arrow, and prompt classification symbol. Production metadata: 3ls-sd-3-solutions-prompt-card-diagram.svg; SVG square master rendered in fixed card aspect ratio; crop-safe to 1200x630 for future social thumbnails.; task-1093-inline-svg-master

Prompt classification

Understand how your users are using AI

See whether AI is being used for drafting, coding, research, summarization, data handling, or tool-driven work.

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SD-3 / Detect Detect Classify Evaluate PII Secrets Warn In policy Review Policy issue Evidence retained for the policy decision
SD-3: Square thumbnail with sensitive-data card, highlighted entity chip, event arrow, and evidence symbol. Production metadata: 3ls-sd-3-solutions-pii-card-diagram.svg; SVG square master rendered in fixed card aspect ratio; crop-safe to 1200x630 for future social thumbnails.; task-1093-inline-svg-master

PII detection

Spot sensitive data before it spreads

Surface personal information, credentials, and restricted content inside prompts, tool inputs, and outputs.

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SD-3 / Policy evaluation Detect Classify Evaluate Evidence Risk Result In policy Review Policy issue Evidence retained for the policy decision
SD-3: Square thumbnail showing available evidence, risk context, a policy result, and retained evidence. Production metadata: 3ls-sd-3-solutions-controls-card-diagram.svg; SVG square master rendered in fixed card aspect ratio; crop-safe to 1200x630 for future social thumbnails.; task-1093-inline-svg-master

Policy evaluation

Decide what the evidence means

Evaluate organisational policy with the context available. Pre-execution grant or deny is limited to a supported managed MCP stdio path.

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SD-2 / Detect, classify, evaluate Detect Classify Evaluate Activity Analysis Policy result Evidence In policy Review Policy issue Evidence retained for the policy decision
SD-2: Three-step visual showing observed activity, analysis, then policy evaluation and evidence. Production metadata: 3ls-sd-2-solutions-policy-flow-diagram.svg; SVG master rendered fluidly with explicit 1600x900 dimensions; usable as 16:9 desktop panel and full-width mobile diagram.; task-1093-inline-svg-master

Compliance evidence

Prove AI governance before the review

Collect runtime evidence for prompts, uploads, OAuth grants, tool actions, supplier exposure, and high-risk AI decisions.

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Operator view

Turn AI interactions into clear decisions

Give security teams a readable trail of what was detected, how policy was evaluated, and which evidence supported the result.

Operator evidence view highlights PII in a customer CSV upload and records a policy evaluation with its rationale.

Recent findings

Intent, sensitivity, and policy evaluation

3 evaluations captured
Activity
Intent
Sensitivity
Policy result
Customer records pasted into an assistant
Data handling
PII detected
Needs review
Prompt requests external tool access
Tool use
No sensitive data
Within policy
Prompt includes an API token and a request to share it
Data sharing
Secret detected
Escalate

Outcome

More visibility

Give operators a clear picture of where AI is helping, where it is handling data, and where closer review is needed.

Capability

Fewer surprises

Detect risky content and suspicious AI behavior before it becomes a data exposure or a control failure.

Control

Clear decisions

Turn observed AI use into policy evaluations, with decisions and evidence operators can explain.

From the blog

Capability Research

Articles mapped to the same themes as the solutions catalog: visibility, classification, sensitive-data handling, and action-oriented controls.