See change sooner
Support timely awareness, incident response, emergency coordination, and rapidly changing operational conditions.
Pre-launch development
TACREP Systems LLC
Technology & Analysis for Command
Advanced intelligence, decision-support, and mission-systems technology for complex operational environments.
Respond. Engage. Protect.
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Mission
Built for operational clarity
Modern organizations operate amid fragmented reporting, conflicting claims, imagery, geospatial data, and rapidly changing events. TACREP is developing systems that turn those inputs into evidence-driven, reviewable, and operationally useful products.
Work from shared evidence
Enable analysts, operators, and decision-makers to examine sources, collaborate, and act with stronger context.
Preserve mission continuity
Help safeguard personnel, infrastructure, information, and operations through accountable decision support.
Flagship platform
OSINA
Open Source Intelligence Network Application
OSINA is TACREP’s intelligence-fusion platform under development. It is designed to unite global monitoring, event correlation, geospatial context, source evidence, structured TACREPs, and analyst review within one operational environment.
KINETIC
OPEN SOURCE // UNCLASSIFIED
HUMAN REVIEW REQUIRED
The interface is organized around a persistent global operating picture: country activity, event severity, source reporting, map context, and structured intelligence products remain connected rather than scattered across separate tools.
Powered by the Stellar Jump Engine
Interface imagery reflects an active development build and may change before release.
Global situation3D geospatial context, country activity, alert severity, and regional focus.
Event correlationRelated reporting grouped into traceable incidents and structured TACREPs.
Evidence reviewSource records, confidence factors, contradictions, gaps, and monitoring actions.
Analyst controlReassessment, escalation, and human review remain visible throughout the workflow.
Multimodal exploitationText, imagery, location, timelines, and source metadata evaluated together.
Collaborative operationsGlobal Situation, OSINT tools, and Joint Operations Center workflows in one system.
Integrated translationForeign-language reporting translated automatically on ingest, with analyst-directed translation tools in the workspace.
Simulation & exercisesA scenario-driven simulation mode for training, evaluation, and exercising workflows before live employment.
Core technology
The Stellar Jump Engine
A developing multimodal fusion architecture intended to combine rapid source processing, imagery interpretation, structured evidence correlation, deterministic validation, and deeper analytical review.
Retrieve
Ingest source material, normalize inputs, preserve provenance, extract structured data, and observe imagery.
Evaluate
Correlate evidence, identify contradictions, expose uncertainty, and escalate items requiring deeper review.
Produce
Support traceable reports, timelines, alerts, and decision-support products prepared for human review.
Source data→Rapid processing→Multimodal fusion→Deterministic validation→Human analyst
Design doctrine
The model proposes. The code validates.
AI accelerates analysis inside the Stellar Jump Engine, but it never becomes the system of record. Deterministic validation decides what is recorded, and every layer is being built to the same standard:
Deterministic system of recordModel output is advisory until it passes deterministic gates. What the system records, code decided.
Provenance is validationEvery assessment traces to preserved source records. Claims without evidence do not survive review.
Re-derivation, not driftStored reports change only when re-derived under versioned rules — products never silently mutate.
Quality over volumeVerified official channels are used to cross-examine other reporting. Corroboration is earned, not assumed.
By the numbers
179countries under continuous watch
181,000+geospatial reference records — settlements, airfields, and infrastructure facilities
12independent collection families, from global news to seismic and satellite-thermal sensors
24event categories classified automatically
30curated national source profiles across 15 states
44live broadcast streams monitored across 15 countries
20+verification factors recorded on every assessment
1,145automated tests enforcing engine doctrine
Figures measured directly from the current development build and will grow as development continues.
What sets it apart
Designed to prove its conclusions
Most automated intelligence tools ask to be trusted. The Stellar Jump Engine is built so its output can be audited, replayed, and challenged:
Deterministic replayThe same evidence always produces the same incidents and scores — verified by snapshot-and-replay tooling, not asserted.
Corroboration that cannot be gamedSources collapse into independence families: a state's entire media ecosystem counts once, a state can never corroborate itself, and official claims are never counted as independent proof.
Two-stage event identitySearch keys only find candidate matches. Identity requires positive proof — the same story, or two independent anchors — and five hard-rejection classes keep incompatible reports apart, so a vague article can never bridge two separate events.
Rule-versioned assessmentsThe scoring-rule version is sealed into every evidence signature. When the rules change, stored reports are exposed as stale instead of silently re-blessed.
Physical-world cross-examinationNarrative claims are checked against seismic, satellite-thermal, and military air-activity sensing, plus a 45,000-entry infrastructure register compiled from six public datasets.
Sovereign AI tierThe advisory model tier runs self-hosted against a vetted model allowlist. Because validation lives in deterministic code, the system keeps working — and stays honest — even with the model turned off.
Advanced concepts division
Stellar Jump
TACREP’s advanced-development division, created to explore high-risk, high-value concepts that may shape future operational systems.
Applied AIAccountable, human-directed analytical systems.
Geospatial computingConnecting geography, events, infrastructure, and time.
Human–machine teamingTechnology that strengthens rather than obscures judgment.
Rapid prototypingIterative development grounded in operational needs.
Division site in development.
Responsible systems
Human judgment remains central
TACREP is being designed around transparent evidence, visible uncertainty, human review, and accountable system behavior.
- Evidence before assessment
- Observation separated from inference
- Source provenance preserved
- Human authority retained
- Systems designed against misuse
Capability must never outpace accountability.
Future direction
A platform for future mission systems
TACREP’s long-term direction extends beyond a single application. Its core architecture is being developed with flexibility to support future mission-specific systems.
Defense & intelligence
Evidence management, event fusion, analytical workflows, and operational decision support.
Medical readiness
Potential future coordination tools for treatment capacity, resources, evacuation, and readiness information.
Emergency management
Potential future systems supporting incident coordination, infrastructure awareness, and response planning.
Platform access
OSINA launches here
This page is the front door to the OSINA platform. While development continues, access remains closed. When the system reaches launch readiness, authorized users will enter directly from this section — no redesign, no new site.
SystemOSINA // Open Source Intelligence Network Application
StatusPRE-LAUNCH DEVELOPMENT BUILD
AccessCLOSED — DEVELOPMENT IN PROGRESS
Register pilot interest
Access controls on this page activate automatically when the platform goes live.
Contact
Follow TACREP’s development
TACREP is currently in pre-launch development. The company welcomes conversations with prospective users, technical collaborators, government stakeholders, and organizations interested in future pilot opportunities.
Do not submit classified information, controlled unclassified information, operational data, export-controlled material, or other sensitive information.