Intelligence at the
speed of decision
Orchestrated OSINT operations for professionals who can't afford data gaps. Specialized AI agents working in concert—human-verified, evidence-grade.
The compound cost of
manual correlation
Critical intelligence lives scattered across forty-seven platforms. You know the pattern exists—the connections are there, waiting to surface. But by the time you've manually correlated the fragments, the picture has already changed.
Every hour of lag is a closing window. Every missed link is opportunity walking away. And the volume only accelerates.
If your current toolkit handles this adequately, there are commodity options that will serve you fine. But if your requirements have outgrown the standard—if the cost of missing something exceeds the cost of investing in capability—you understand why we built this.
What orchestrated
intelligence looks like
Dohrnii deploys specialized AI agents—each purpose-built for distinct intelligence functions—working in concert across your collection requirements. Not a single model pretending to do everything, but coordinated specialists that share findings, validate discoveries, and build on each other's work.
The architecture is simple: agents collect, correlate, and surface. Analysts validate, direct, and decide. Human tradecraft, scaled by machines that learn from your workflows.
Cross-source Correlation
What would take days collapses to minutes. Patterns emerge across disparate data sources automatically.
Entity Resolution
Fragmented identities unified. Aliases, pseudonyms, and distributed footprints connected into coherent profiles.
Confidence Scoring
Know what to trust and what to verify. Every finding comes with transparent provenance and reliability metrics.
Audit Trails
Ready for briefings or courtrooms. Complete evidence chains with timestamped collection and verification records.
Built for the requirements
that matter
This tool exists because commodity platforms serve commodity needs. They're adequate for the work that tolerates adequate.
We designed Dohrnii for operators whose targets don't wait, whose requirements demand depth over dashboards, whose work carries consequences that justify capability. The architecture reflects that priority: OPSEC-conscious collection, integration with existing tradecraft workflows, deployment flexibility for environments where it matters.
We don't publish customer logos. The professionals we work with prefer it that way.
Why dohrnii
Purpose-built for intelligence professionals who need signal, not noise.
Unified OSINT Fabric
One platform spanning open web, deep web and dark web sources. No more fragmented tools or manual correlation across disparate data streams.
RL-Based Learning Agents
Our agents receive reward signals when analysts mark findings as relevant. The system continuously adapts to your team's priorities and threat landscape.
Noise Reduction at Scale
Less time triaging false positives. More time investigating high-confidence signals that matter to your organization's security posture.
Enterprise Data Integrations
Connect commercial threat feeds, KYC/AML databases, corporate records and internal systems. Unified governance and audit trails included.
How it works
A continuous feedback loop that gets smarter with every investigation.
Ingest
dohrnii crawls and indexes signals from open web platforms, deep web databases and dark web networks—continuously and at scale.
Enrich & Analyze
AI agents correlate entities, extract relationships, and score findings based on learned relevance patterns from your team's historical feedback.
Surface Signals
High-confidence findings rise to the top. Analysts see prioritized intelligence—not raw data dumps. Noise is suppressed automatically.
Learn & Adapt
When analysts mark findings as "relevant", that signal rewards the agent. The system re-weights its priorities and surfaces similar patterns in future queries.
Plans & pricing
Scale from focused teams to global security operations.
Basic
For small teams getting started with OSINT automation.
- Open web coverage
- Basic RL agent learning
- Up to 3 analyst seats
- Standard API access
- Email support
- Weekly intelligence reports
Professional
Full OSINT coverage with advanced analytics for growing teams.
- Open, deep and dark web coverage
- Advanced RL-based agent
- Up to 10 analyst seats
- Full API access
- Priority support
- Custom alert rules
- SIEM integrations
- Daily intelligence briefings
Organization
Enterprise-grade capabilities with full customization and compliance.
- Everything in Professional
- Commercial dataset integrations
- Unlimited analyst seats
- SSO & advanced RBAC
- Audit logging & compliance reports
- Deployment: Cloud / VPC / On-prem
- Dedicated success manager
- Custom SLA
Measurable impact
What intelligence teams achieve with dohrnii.
Reduction in triage time
Less time sorting through noise, more time investigating real threats.
Faster threat detection
RL agents surface emerging threats before they hit mainstream feeds.
Signal accuracy
High-confidence findings validated by analyst feedback loops.
Data sources unified
Open, deep, and dark web sources in a single intelligence fabric.
How to
get started
Ready to explore Basic, Professional, or Organization plans? Access begins with a brief qualification process—ensuring we allocate the right resources to help you evaluate fit.
Qualification Process
- 01 Submit your inquiry with a $50 refundable commitment deposit
- 02 Our team reviews your requirements within 24-48 hours
- 03 We match you to the right plan and schedule a demo/trial
- 04 Your deposit applies to your first invoice—or returns in full
This small step ensures we're investing analyst attention in genuine inquiries. It's a filter for seriousness, nothing more.