Govern every
AI agent
across your enterprise
Privify discovers every AI agent running in your environment — sanctioned or shadow — maps every interaction, and enforces policy in real time. Three pillars: Discovery, Observability, Governance.
Where AI governance
is forged.
Every AI agent in your enterprise shaped, governed, and held to policy — the moment it acts. FORGE is the control plane that makes it possible.
Three pillars. One control plane.
Privify is not a single tool. It is an integrated governance layer operating at every point where AI agents exist in your enterprise.
Discovery
Find every agent — sanctioned or shadow, cloud or local. Four parallel probes across endpoints, network traffic, filesystem, and behaviour patterns.
- Endpoint probe: detects AI library imports & local LLMs (Ollama, LM Studio, vLLM)
- Network probe: maps outbound calls to 116 AI providers
- File probe: finds prompt artifacts, API keys, agent configs
- MCP server auto-discovery with security assessment
- Participant registry: humans, agents, tools, APIs
Observability
See what agents do — not just that they ran. Full interaction graph across human↔agent, agent↔agent, and agent↔tool. The delegation chain made visible.
- Live interaction graph: every delegation, message, and tool call
- Trace DAG with 800ms animated replay
- Quality scoring: 6-dimension radar per agent
- Anomaly detection with baseline deviation alerts
- OpenTelemetry OTLP receiver — no rip-and-replace
Governance
Stop bad things before they complete. Policy evaluation on every interaction, mid-flight intervention, human approval gates, cost budgets, and quality SLAs.
- Policy engine: condition DSL, simulation mode, versioned rules
- DLP scanning: 12 patterns including SSN, PHI, API keys
- AI firewall: 10 threat signatures including prompt injection & jailbreak
- Human-in-the-loop: pause any interaction for approval
- Cost governance: per-agent budgets with threshold alerts
Your entire AI fleet. One screen.
11 real-time panels powered by WebSocket and SSE streams. Every agent, every interaction, every policy match — visible the moment it happens.
Everything you need to govern AI at scale
Shadow AI detection
Discovers agents nobody registered — including local LLMs running on Ollama or LM Studio that generate zero outbound traffic. Process-level scanning, not proxy-level.
DiscoveryInteraction graph
Live SVG graph of every human→agent, agent→agent, and agent→tool interaction. Colour-coded by policy status. Click any edge for full context, token counts, and latency.
ObservabilityReal-time intervention
BLOCK, REDACT, FLAG, or PAUSE any interaction before the response reaches its destination. Policy evaluation runs on every message the moment it's captured.
GovernanceDLP scanning
12 patterns scan all interaction content: SSN, credit cards, API keys (OpenAI sk-*, AWS AKIA*), PHI, connection strings. Catches data in agent↔agent messages too.
SecurityAI firewall
10 threat signatures covering the OWASP LLM Top 10: prompt injection, jailbreak (DAN), system prompt extraction, data exfiltration, indirect injection via tools.
SecurityCost governance
Per-agent cost ledger with team attribution, daily/weekly/monthly budgets, threshold alerts, and monthly spend forecasting. Chargeback-ready reports.
FinOpsQuality SLAs
6-dimension quality scoring (relevance, accuracy, safety, compliance, helpfulness, hallucination risk) with per-agent thresholds and automatic ALERT or SUSPEND on breach.
GovernanceHuman-in-the-loop
Approval queue pauses policy-violating interactions. Reviewer sees full context — interaction graph, participants, risk score, matched policy — before approving or denying.
GovernanceCompliance reporting
11 frameworks: GDPR, HIPAA, SOC2, PCI-DSS, DPDP Act (India), EU AI Act, NIST AI RMF, ISO 42001, CCPA, DSA, California SB53. Tamper-evident SHA256 audit chain. CSV export.
ComplianceMeets you where your agents run
Six deployment components. Layer them for defence in depth. Start with one in five minutes. Scale to global enterprise without rearchitecting.
Single appliance or Docker
Network probe + HA appliance pair
All layers · global · per-region compliance
Admission webhook · zero config per pod
Built differently. Governed deeper.
Most governance tools sit at the network boundary. Privify reaches further — into the endpoint, into the delegation chain, into the cost ledger.
OS-level endpoint detection
Privify's endpoint probe scans running processes, detects AI library imports, and discovers local LLM servers (Ollama, LM Studio, vLLM) that generate zero outbound traffic. Network-only tools are completely blind to these. We aren't.
Unique capabilityFull interaction graph including agent↔agent
When Agent A delegates to Agent B who calls Tool C, we see and govern the entire chain. Most platforms only see the first hop — human sends prompt, AI responds. The real risk — data leakage, prompt injection, unauthorised delegation — lives in the delegation path.
Unique capabilityMid-flight intervention — not post-hoc alerting
Policy evaluation runs the moment an interaction is captured — before the response reaches its destination. BLOCK halts instantly. REDACT strips sensitive content and allows through. PAUSE suspends and opens a human approval queue. This is control, not just visibility.
Unique capabilityQuality SLAs linked to governance
Quality scoring (6 dimensions, every interaction) feeds directly into the governance engine. A quality SLA breach — hallucination rate exceeds threshold, task completion drops — triggers the same ALERT or SUSPEND workflow as a security policy violation. One control plane for both.
Unique capabilityPer-agent cost governance
Token costs tracked per agent, attributed to teams and cost centres, measured against daily/weekly/monthly budgets. Forecasting projects end-of-month spend from 14-day trend data. The only platform that can answer: which agent cost your team $4,200 last month?
Unique capabilitySIEM-native, not SIEM-replacing
11 SIEM platforms supported across 6 export formats — CEF for Splunk, LEEF for QRadar, ECS for Elastic, STIX 2.1 for threat intel platforms. Every event auto-forwards in real time. Your SOC team gets AI agent telemetry in the platform they already use.
Enterprise readyFits into your existing stack
116 AI providers seeded. 11 SIEM platforms. Cloud discovery for AWS, GCP, and Azure. You don't rebuild your infrastructure — Privify slots into it.
AI providers
SIEM & Security
Cloud platforms
Observability & ITSM
11 frameworks. Audit-ready out of the box.
Every AI agent interaction is mapped to regulatory controls. SHA256 hash chain on every event. CSV export for audit submission. No manual work for your GRC team.
Running in minutes. Not months.
Start with zero infrastructure changes. Add layers as your needs grow. Each step delivers immediate value — independently.
Single container
FORGE runs as a single Docker container. No database to configure, no agents to install, no proxy to route traffic through. Up and running in minutes.
DNS sinkhole
One config change to your internal DNS resolver. Instantly see every AI domain lookup from every device on your network — no agent install needed on any machine.
Endpoint agents
Deploy lightweight endpoint agents on developer machines and servers. Detects local LLMs, AI library imports, and filesystem artifacts — invisible to network-only tools.
SIEM integration
Connect your existing Splunk, Sentinel, or QRadar. All events forward automatically in CEF, LEEF, ECS, or STIX 2.1 — your SOC team sees AI telemetry immediately.
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