Insights

Irys Redaction Engine Product Overview

A complete walkthrough of AI-powered redaction, secure collaboration, and permanent data sanitization built for government, legal, and enterprise teams.

Irys End-to-End FOIA Management Solution

A complete overview of how the Irys Case Manager modernizes the full FOIA lifecycle — intake, eDiscovery, redaction, and release — in one Zero Trust platform.

Irys eDiscovery for Government Litigation

One environment for collection, processing, search, review, and production at government scale.

USAF ICBM Systems Modernization

Modernizing mission systems for the United States Air Force without interrupting active operations.

Why Records Search and Review Should Be One Step

Exporting search results into a separate review tool is the slowest, riskiest part of many FOIA workflows.

Multi-Stakeholder Review Without Multi-System Risk

Multiple reviewers on one document set, with attribution and permissions, and no files leaving the platform.

Why FOIA Intake Is Your Biggest Efficiency Lever

Incomplete, unclear, or misdirected requests generate work at every later stage. Fix intake first.

Why Compliance Can't Be a Quarterly Exercise

Compliance assembled after the fact is already late. It has to be a property of the workflow.

Why Your Released Records Should Be Working for You

Every release is a decision already made. A searchable library turns it into a head start on the next request.

Why Collection and Processing Should Be One Step

Separate collection and processing tools create documentation gaps at every handoff, before review even starts.

Beyond Keywords: Conceptual Search in Government eDiscovery

Keyword search misses documents that say the same thing in different words.

Document Review at Government Scale

Legacy review tools built for one document at a time don't hold up at government litigation volumes.

High-Volume Redaction Without High-Volume Risk

Doubling the documents shouldn't double the chance something gets missed.

Body Camera Footage and the Redaction Challenge

A body camera video can't be redacted the way a document is, but it still has to meet the same standard.

Why the Release Step Deserves the Same Security as Review

Careful review and redaction can be undone by a single unsecured email attachment at the finish line.

Why Exporting Files for Redaction Creates Compliance Gaps

Every export to a separate redaction tool is a place chain of custody and audit trail can diverge.

Why Lift-and-Shift Fails Government Cloud Mandates

Moving a legacy VM into the cloud doesn't make it cloud-native, and government compliance mandates notice the difference.

Integration Without Lock-In: The API-First Approach

A direct connection between two systems is fast to build and fragile to keep — an API-first approach trades a little of the first for a lot of the second.

When COTS Doesn't Fit: The Case for Custom Engineering

A commercial product bent far enough to fit a unique problem stops being maintainable.

Zero Trust Isn't a Product — It's an Architecture

You can buy a Zero Trust product. You can't buy your way out of a perimeter-only architecture.

Why Mission Data Needs Governance Before Analytics

A dashboard built on ungoverned data is confident and wrong at the same time.

What Permanent Redaction Actually Means

Why a black box over text isn't redaction — and what it takes to make sensitive data truly unrecoverable.

Building an Audit Trail You Can Defend

Every redaction decision needs a record. Here's what that looks like when compliance reviewers come asking.

Siloed Files, Fractured Threads: The Cost of Collaboration Friction

Why emailing documents back and forth breaks redaction review — and what a shared, auditable workspace changes.

Why Public Case Management Begins at Intake

The intake step decides how fast — and how consistently — every downstream review moves.

The Hidden Cost of Disconnected FOIA Systems

Every handoff between intake, tracking, review, and release tools adds delay, risk, and audit gaps.

Messages in Context: Why Threading Matters

Email and chat only make sense as conversations. Review tools that flatten them create risk.

Deduplication at Scale: Cutting Review Volumes

Most collections are full of duplicates. Removing them before review is the fastest way to meet a production deadline.

Why Legacy Patching Costs More Than Replacement

Keeping a 10–20 year-old platform alive feels safer than replacing it. The numbers usually say otherwise.

DTSI Modernization Services

Assessment, architecture design, migration, validation and cutover, and sustainment for government legacy systems.

Why Continuous ATO Changes Mission Security

Point-in-time authorization leaves systems exposed between assessments. Continuous ATO closes the gap.

DTSI Mission Systems Capabilities

Mission application modernization, defense systems engineering, secure information systems, and Zero Trust and cATO alignment.

ICM Search & Discovery Capabilities

Advanced search, multi-repository access, result management, and direct handoff to review.

Building Institutional Search Memory

When search strategies live in an analyst's head, they leave with the analyst.

ICM Collaborative Review Capabilities

Real-time multi-user review, role-based access, annotation tools, workflow routing, and a full audit trail.

The Compliance Cost of Emailing Documents for Review

Every attachment sent for review is a copy outside the system of record, with no audit trail.

ICM Public Request Portal

Guided submission, automatic validation and routing, self-service tracking, notifications, and secure delivery.

Self-Service Tracking: Better for Requesters and Staff

Status calls are a symptom. Give requesters visibility and the calls stop.

ICM Compliance & Reporting

Automated statutory deadline tracking, DOJ annual report generation, compliance dashboards, and case-level audit trails.

The True Cost of a Missed FOIA Deadline

A missed statutory deadline is more than a late response. It is litigation exposure, reporting risk, and lost trust.

ICM Released Records Library

Full-text search of past releases, redaction precedent lookup, similar-request identification, and public access.

Reducing Duplicate FOIA Work Through Institutional Search

The same records re-reviewed and re-redacted for similar requests is avoidable work.

ICM eDiscovery Collection

Multi-source collection, chain-of-custody documentation, format normalization, and direct review handoff.

Chain of Custody in Multi-Platform Communication

Every export between collection and processing tools is a place chain of custody can break.

ICM Advanced Search Capabilities

Boolean logic, proximity operators, conceptual search, and direct assignment to review.

Reducing Review Costs Through Search Precision

Every irrelevant document that reaches a reviewer is a cost that better search would have avoided.

ICM Processing & Deduplication

Exact and near-duplicate detection, email threading, system file culling, and reduction reporting.

Defensible Culling in Government Litigation

Culling only holds up in court if the logic behind it is documented and reproducible.

ICM Review Workspace

Coding, annotation, privilege tagging, QC sampling, and reviewer progress in one interface.

QC Strategies That Don't Slow You Down

Quality control that reviews every document defeats the purpose of moving fast.

ICM Messaging & Communication Review

Thread reconstruction, attachment association, cross-custodian deduplication, and multi-platform support.

The eDiscovery Challenge of Modern Collaboration Tools

Slack, Teams, and email were never designed with eDiscovery in mind, and it shows during collection.

AI + Human Oversight: The Only Responsible Redaction Model

AI alone misses edge cases. Humans alone can't scale. Redaction needs both.

The Compliance Cost of Missing One SSN

A single missed Social Security number in a released record is a disclosure violation, not a rounding error.

Irys Redaction Engine at Scale

Batch ingestion, parallel AI processing, distributed review, and coordinated batch release.

Forecasting Redaction Timelines for Large Productions

Fixed deadlines need a real completion forecast, not a guess based on document count.

Irys Redaction Engine Multimedia Capabilities

Video face and object detection, audio voice masking, image PII detection, and one consistent cross-media policy.

Beyond Text: Redaction for the Modern Record

Government records aren't only documents anymore. Redaction tooling has to keep up.

ICM Secure Records Release

Package assembly, secure delivery, receipt confirmation, and a searchable release archive.

Managing Multi-Installment FOIA Responses

When a response goes out in installments, someone still has to track what's been released and what hasn't.

Integrated Redaction Within ICM

Native case integration, no-export redaction, real-time collaboration, and a unified audit trail.

The Hidden Costs of Tool Fragmentation

Every handoff between systems costs time, creates risk, and adds a gap the audit trail has to explain.

Manual Processes Are Your Biggest Security Gap

Every manual handoff in a workflow is also a step nobody is watching.

DTSI Workflow Automation

Custom workflow design, trigger-based automation, approval chain routing, and exception handling.

The Hidden Cost of System Sprawl in Government IT

Every extra system is a separate attack vector, a separate maintenance line item, and one more place the truth can diverge.

DTSI System Consolidation

System inventory and analysis, unified architecture design, capability preservation, and phased migration.

DTSI Cloud Modernization Services

Cloud readiness assessment, cloud-native architecture, FedRAMP-aligned security, and DevSecOps.

FedRAMP Alignment: Architecture, Not Afterthought

A FedRAMP certification bolted onto an existing design is always weaker than one the design was built around.

DTSI Systems Integration Services

API and connector development, secure data exchange, cross-system workflow orchestration, and legacy bridging.

Connecting Mission Systems Across Boundaries

Mission systems that can't share data in real time force operators to bridge the gap themselves.

Irys R&D Capabilities

Problem analysis and scoping, feasibility research, rapid prototyping, and custom engineering.

Operationalizing Research: Crossing the Valley of Death

Most research never becomes a capability someone actually uses. The gap between prototype and deployment is where most efforts die.

Phased Modernization: Upgrading Without Downtime

A defense platform that can't go offline still has to modernize eventually. Phasing is how both are true at once.

DTSI Defense Modernization

Defense platform assessment, modernization architecture, parallel operation engineering, and transition management.

DTSI Secure Information Systems

Zero Trust architecture, identity and access management, continuous monitoring, and supply chain risk management.

Supply Chain Risk: What You Can't See Can Compromise You

A system is only as trustworthy as the least-verified component inside it.

DTSI Data Management & Analytics

Data architecture and warehousing, integration and ETL, governance, and real-time analytics.

Real-Time Analytics for Operational Decision Support

A dashboard that's accurate as of this morning isn't real-time — it's a rear-view mirror with good intentions.

Why CMMI Level 3 Matters, Why it’s a Win for Irys

ISO 9001:2015, What It Is and Why It Matters?

What’s CMMC Level 2, What It Means for Irys

311SA App – Community Engagement and Urban Services in San Antonio, Texas

Modernize non-emergency reporting and improve civic participation.

DPIMS

Management of the DOD privacy information management system.

EFOIA

Cloud modernization and management of the entire enterprise solution.

HRSTS

↘ Led the design, architecture, implementation and support the usaf hr systems.

IMDS App – Improving Mobile Workforce Operations and Infrastructure Response in San Antonio, Texas

Equip municipal workers with a unified tool to receive assignments, report task status, and collect data on the ground.

Irys App – Supporting Civic Communication in the State of New Jersey and Nantucket

Creating a bilingual, browser-based and mobile-compatible system that would serve as a digital bridge between residents and public agencies.

Insights on the 8(a) Program for Small Businesses

A new chapter begins: Irys acquires DTSI

Navigating the Future of Military Personnel Management