01
Context that does not travel
Critical decisions still depend on inbox threads, personal notes, and systems that never share a coherent picture of what was observed and what was inferred.
Programs
Applied research for teams that answer to review.
Stratir runs structured programs across collection, analysis, investigation, and tradecraft transfer. Each path preserves source context and human judgment from first requirement through field release.
The failure mode
Most intelligence tooling never earns operational trust.
Teams inherit scattered context, automation without provenance, and pilots that stall before anyone owns the operating layer. Stratir researches against those structural failures.
02
Automation without accountability
Demos arrive quickly. Review gates, permissions, and source trails tied to real consequences rarely do.
03
Research that never becomes release
Programs stall when nobody maps the operation, connects the evidence, and delivers something another team can run under scrutiny.
What we deliver
Three paths from requirement to release.
Most programs combine these layers. The right composition depends on whether a team needs context, bounded automation, or a complete operational surface.
Intelligence layers
Evidence inside the workflow
Unify records, selectors, registries, documents, and live signals into surfaces your team can search, explain, and defend.
- Entity and counterparty research
- Evidence with source history
- Regional and registry pivots
Agentic operations
Bounded agents in live work
Deploy agents for collection, enrichment, QA, synthesis, and monitoring with scopes, audit trails, and operator review built in from the start.
- Human-in-the-loop automation
- Review queues and escalation
- Inspectable agent outputs
Field releases
Software analysts run daily
Ship investigation environments, research layers, training platforms, and workflows designed for production use, not demonstration.
- Production UI and APIs
- Case management and review
- Tenant-ready delivery
Research path
From requirement to a release operators can run.
01
Name the decision
Identify the owner, consequence, evidence standard, and what must change if the program succeeds.
02
Map the operation
Inventory systems, sources, teams, and workflows already in motion around the problem.
03
Model the environment
Connect entities, events, rules, and actions into a structure operators and agents can inspect.
04
Prove against live work
Run the smallest build that demonstrates value on real cases, with review gates and measurable outcomes.
05
Release and transfer
Deliver production software, transfer operating practice, and expand only where the map earns it.
Architecture
Built on a shared operating model.
Program design
Challenge problems scoped with measurable objectives, success criteria, and transition partners before research execution begins.
Research execution
All-source collection, aggregation, modeling, and bounded agent methods tested as hypotheses under program discipline.
Test & evaluation
Field benchmarks, independent review, and inspectable outputs evaluated against live operational work.
Transition
Open publication, field releases, and operating practice transfer when evaluation criteria are met.
Released work
Systems the lab has already put in the field.
These are live releases from research programs, not concept decks. They show how Stratir moves from method to software operators can inspect.
Intelligence layer
Feynman
Source-backed search and entity research
Academy product
Limitless OSINT
Agentic tradecraft training at scale
Open release
Signal Canvas
Native macOS investigation GUI
Research product
Yoru
Tactical command console for sovereign offensive security
Mission areas
Where Stratir runs programs today.
Seven research domains spanning collection, aggregation, cyber and data sciences, brand protection, agentic AI, adversarial security, and space cyber resilience.
All-Source Intelligence
Research and release paths for teams that must turn signals into judgments others can audit.
Mission detailData Aggregation
Research into ingestion, normalization, and lineage for programs tired of rebuilding the same pipeline.
Mission detailCyber and Data Sciences
Research across artificial intelligence, cyber warfare, cybercrime, cybersecurity, and health information technology.
Mission detailBrand & Impersonation Intelligence
Monitoring and investigation research for brands facing coordinated abuse across platforms.
Mission detailTransition
Programs with evaluation criteria, not open-ended builds.
01
Research program
A scoped challenge problem with defined metrics, milestones, and evaluation against live work. Stratir owns research translation and release engineering.
02
Transition partner
Your team co-defines success criteria, participates in field tests, and adopts the release when the method proves repeatable under operational review.
03
Extend and publish
Expand a validated release into new mission areas, open publication, or tradecraft transfer once the operating model is working in the field.
Challenge first
Define the problem, success metrics, and evaluation criteria before research execution begins.
Provenance always
Every finding carries its source. Confidence labels separate observed fact from judgment.
Transition when proven
Release and transfer operating practice when field evaluation confirms the method holds under review.
Participate
Align with a mission area. Define how you will evaluate success.
Research labs advance through programs. Identify the domain that matches your operational gap, the evaluation standard you will hold releases to, and whether you are field-testing, transitioning, or extending existing work.