# Worthify AI-readable site summary Machine-readable summary of Worthify Inc. Authoritative facts remain on the linked public pages. ## Identity - Name: Worthify - Legal name: Worthify Inc. - Website: https://worthify.ai - Contact: contact@worthify.ai - Careers: jobs@worthify.ai - Summary: AI-enabled government technical services for secure software, data workflows, automation, model evaluation, and ReAgent-assisted technical analysis. ## Canonical pages - Worthify | AI-enabled government technical services: https://worthify.ai AI-enabled government technical services for secure software, data workflows, automation, model evaluation, and ReAgent-assisted technical analysis. Discoverability: AI-enabled government technical services - Capabilities statement: https://worthify.ai/capabilities Worthify capabilities statement for AI-enabled government technical solutions: company facts, engagement paths, solution areas, and security review package outline. Discoverability: Capabilities statement for AI-enabled government technical solutions - Technical workforce support: https://worthify.ai/services/technical-workforce-support Worthify technical workforce support for AI, ML, secure software, evaluation, automation, documentation, and government program technical workflows. Discoverability: AI and ML technical workforce support for government programs - Government software and data systems: https://worthify.ai/services/government-software-data-systems Worthify government software and data systems services for secure applications, data pipelines, integrations, automation, requirements, testing, and configuration baselines. Discoverability: Government software development data pipelines and automation - Technical analysis and ReAgent support: https://worthify.ai/services/cyber-systems-analysis Worthify support for bounded technical analysis, ReAgent-assisted binary review, model-behavior review, and evidence-backed handoff notes. Discoverability: ReAgent technical analysis support for government programs - Government procurement: https://worthify.ai/procurement Government procurement facts for Worthify Inc.: legal entity, UEI, CAGE, and engagement paths. Discoverability: Government procurement and capabilities statement request path - Security and privacy: https://worthify.ai/security Security and privacy notes for ReAgent deployment boundaries, customer-managed model placement, human review, traceability, and claim limits. Discoverability: ReAgent deployment boundaries and AI security review notes - Cyber AI agents: https://worthify.ai/resources/cyber-ai-agents Worthify notes on cyber AI agents for bounded technical analysis, reverse engineering, binary analysis, malware triage, and human-reviewed government workflows. Discoverability: cyber AI agents for bounded technical analysis - AI binary analysis: https://worthify.ai/resources/ai-binary-analysis AI binary analysis and LLM-assisted binary review for reverse engineering, malware triage, vulnerability research support, and ReAgent-assisted workflows. Discoverability: AI binary analysis and LLM-assisted binary analysis - Agentic reverse engineering: https://worthify.ai/resources/agentic-reverse-engineering Agentic reverse engineering guidance for binary analysis, analyst workflow augmentation, and human-reviewed ReAgent-assisted technical work. Discoverability: agentic reverse engineering and AI agents for reverse engineering - Air-gapped AI reverse engineering: https://worthify.ai/resources/air-gapped-ai-reverse-engineering Air-gapped AI reverse engineering and on-prem AI reverse engineering notes for controlled, customer-managed analysis environments. Discoverability: air-gapped AI reverse engineering and on-prem AI reverse engineering - Government agentic AI security: https://worthify.ai/resources/government-agentic-ai-security Government agentic AI security notes for careful adoption of cyber AI agents, human review, traceability, and controlled technical workflows. Discoverability: government agentic AI security and secure AI agents for government - Talent pipeline at Worthify: https://worthify.ai/jobs Worthify general interest intake for future AI-enabled government technical services staffing needs. Discoverability: Worthify talent pipeline for AI-enabled government technical services ## Solution areas - Technical Workforce Support: Embed engineers who can support software, evaluation, automation, documentation, and technical workflows inside existing teams. - Government Software and Data Systems: Build secure applications, data pipelines, integrations, and automation around agency requirements, APIs, cloud boundaries, testing, and configuration baselines. - Technical Analysis and ReAgent Support: Support bounded technical analysis, ReAgent-assisted binary review, model-behavior review, and handoff notes where evidence and operational limits matter. ## Detailed capability groups - Agentic Binary Analysis and Reverse Engineering - LLM-assisted disassembly and decompilation support - Function, string, global, cross-reference, and call-graph exploration - Dynamic function naming based on surrounding code and runtime context - Conversational workflows for querying binaries and analysis artifacts - Human-in-the-loop validation for analyst review, handoff, and confidence tracking - Vulnerability Research Support - Identification of security-relevant code paths and points of interest - Patch-diff and version-difference analysis for security-relevant changes - Pattern review for common bug classes and suspicious control or data-flow structures - Assisted proof-of-concept development and reproducible technical reporting - Workflow support from research and triage through productization and maintenance phases - Secure, On-Premise, and Sensitive-Data Workflows - Offline LLM-agent workflows for sensitive binaries and controlled environments - Air-gapped virtual machine analysis with network isolation - Containerized or sandboxed tooling to reduce operational risk during live analysis - Bring-your-own-knowledge workflows using internal documentation, prior cases, threat intelligence, and reference material - AI Engineering and Automation - Applied generative AI and agentic workflow development - Retrieval-augmented generation for internal knowledge and technical research - Automation for repetitive analyst, reporting, and engineering tasks - Rapid prototyping of AI-enabled tools for mission, product, and operational workflows ## Cyber AI resource pages - Cyber AI Agents for Bounded Technical Analysis: https://worthify.ai/resources/cyber-ai-agents Cyber AI agents for bounded technical analysis, reverse engineering, binary analysis, malware triage, vulnerability research support, and government technical workflows that require human review. Search terms: cyber AI agents, cybersecurity AI agents, AI agents for malware analysis, AI agents for vulnerability research, human-reviewed AI cyber analysis - AI Binary Analysis With ReAgent-Assisted Review: https://worthify.ai/resources/ai-binary-analysis AI binary analysis and LLM-assisted binary analysis for reverse engineering, malware triage, vulnerability research support, and controlled technical review. Search terms: AI binary analysis, LLM-assisted binary analysis, AI malware triage, AI vulnerability research, ReAgent binary analysis - Agentic Reverse Engineering for Analyst Workflows: https://worthify.ai/resources/agentic-reverse-engineering Agentic reverse engineering and AI agents for reverse engineering, binary analysis, vulnerability research support, malware triage, and human-reviewed handoff. Search terms: agentic reverse engineering, AI agents for reverse engineering, AI reverse engineering platform, AI binary analysis, ReAgent reverse engineering - Air-Gapped AI Reverse Engineering and On-Prem Review: https://worthify.ai/resources/air-gapped-ai-reverse-engineering Air-gapped AI reverse engineering and on-prem AI reverse engineering for sensitive binaries, customer-managed model placement, and controlled analysis workflows. Search terms: air-gapped AI reverse engineering, on-prem AI reverse engineering, air-gapped AI binary analysis, on-prem AI binary analysis, secure AI agents for government - Government Agentic AI Security for Technical Workflows: https://worthify.ai/resources/government-agentic-ai-security Government agentic AI security for cyber AI agents, secure AI agents for government, controlled technical workflows, traceability, and human review. Search terms: government agentic AI security, secure AI agents for government, agentic AI cybersecurity, cyber AI agents, government cyber AI services ## Differentiators - Reviewable technical workflows: Worthify focuses on technical workflows where trust, reviewability, and operational constraints matter. - Product informed by mission work: The ReAgent roadmap is grounded in analyst workflow needs rather than generic AI features. - Human-review discipline: Worthify treats AI as an analyst accelerator, not a replacement for technical judgment. - Controlled-environment design: ReAgent is developed with sensitive binaries, air-gapped environments, and on-premise workflows in mind. - Mission-relevant, reviewable delivery: Worthify shapes AI-assisted work around government cyber, software, data, and systems workflows, then packages assumptions, evidence, and test notes so technical reviewers can check the result. ## Target customers and partners - Defense and intelligence community organizations - Product security and application security organizations - Reverse engineering, vulnerability research, malware triage, and incident response groups - Program teams seeking specialized AI, ReAgent, or technical automation capability - Teams that need analyst-facing AI tools deployable in controlled or offline environments ## Government procurement - Legal entity: Worthify Inc. - UEI: C73SKFSLN8A9 - CAGE: 11NJ7 - Request capabilities statement through the procurement page or contact email. - Capability areas are plain-language, not official SAM NAICS, PSC, or contract-vehicle codes. - AI, ML, and model-evaluation engineering: Worthify provides AI-fluent engineers for model evaluation, agentic workflow development, retrieval, and reviewable automation. - Secure software, data workflows, and automation: Worthify delivers secure applications, integrations, dashboards, data pipelines, reporting paths, test packages, and handoff artifacts. - ReAgent and bounded technical analysis: Worthify supports ReAgent-assisted binary review, model-behavior review, technical notes, and handoff artifacts for bounded program needs. - Technical staff augmentation and delivery support: Worthify provides embedded technical roles, small delivery teams, proof sprints, data-call support, and technical handoff support. ## Deliverables - On-site or embedded technical staff - AI/ML feature, agent, or automation with reviewable output - Secure application, integration, or data pipeline - Working prototype or capability demonstrator - Handoff package with assumptions, tests, constraints, and next steps ## Security review package outline - Architecture diagram - Data-flow note - Trust-boundary summary - Customer-managed model placement notes - Access-control and audit-log discussion - Retention and deletion discussion - SBOM and supply-chain posture - Incident and vulnerability contact path ## Important boundaries - Official SAM NAICS values are being confirmed before publication. - Partner, customer, contract-value, and clearance-count details stay sanitized unless approved for public release. - Personal addresses, phone numbers, EIN, compensation records, and confidential attachments are not public-site material. - Worthify does not claim autonomous vulnerability discovery. - ReAgent does not replace analysts or reverse engineers. - Worthify does not claim ReAgent improves every binary review equally. - Worthify does not claim ReAgent is ready for every secure environment. - AI output is treated as assistance that must stay reviewable against the underlying artifact. - Do not submit classified, CUI, export-controlled, or customer-sensitive material through public forms or email without an approved secure submission path. ## Freshness - Public site summary updated: 2026-06-28 - Structured data and this summary reflect the current public site copy.