Galorath Launches SEERai: The First Estimation-Centric Agentic Artificial Intelligence Platform for Cost, Schedule, and Risk Operational Intelligence

Purpose-built for defense, aerospace, manufacturing, and information technology
programs, SEERai delivers secure, explainable AI that turns complex project data
into traceable, audit-ready insights.

LONG BEACH, Calif. – Oct. 22, 2025 – Galorath Incorporated, an AI-powered operational intelligence platform provider, today announced the release of SEERai™, the first agentic artificial intelligence platform purpose-built for cost, schedule, and risk estimation in high-accountability industries. SEERai transforms natural-language project inputs into structured, audit-ready outputs—cutting analysis cycles to hours and preserving human oversight with complete data traceability.

Unlike general-purpose AI tools that generate unverified text based on undisclosed source data and inputs, SEERai connects directly to trusted historical and operational data through Galorath’s proprietary Instant Retrieval-Augmented Generation (Instant RAG™) technology. Instant RAG enables real-time reasoning based on evolving, validated historical data, eliminating the need for retraining or data exposure, and ensuring every output can be traced to its source. The platform operates as a stand-alone solution or integrated with Galorath’s SEER® suite, connecting the advantages of AI reasoning directly to Galorath’s validated cost and schedule models.

“Most generative AI produces generalized responses; SEERai produces proof,” said Charles Orlando, chief strategy officer, Galorath Incorporated. “Built for industries where every number must be traceable and every estimate defensible, SEERai combines AI precision with human expertise to deliver estimation intelligence that organizations can trust and auditors can verify. In a volatile global market, three things matter most: speed to market, accuracy, and profitability. SEERai helps organizations deliver all three.”

Multi-Agent Architecture Delivers Real-World Outcomes

SEERai’s multi-agent architecture converts unstructured inputs—RFPs, BOMs, WBS files, and 2D/3D drawings, software planning, and much more—into structured estimation artifacts that are actionable and importable into the SEER cost and schedule modeling environments. Example agent use cases include:

• Estimation and Cost Modeling: The Estimation Agent and 2D/3D-to-Cost Agent generate work-breakdown structures and cost drivers from technical inputs, eliminating manual rework and accelerating early-phase modeling. The Software Sizing Agent converts architecture documents, planning narratives, and user stories into quantitative estimates of functionality.
• Cost Proposal and RFP Acceleration: RFP and Proposal Agents classify project requirements, reuse vetted content, and produce compliant first-draft cost-centric responses that cut proposal turnaround times.
• Market and Pricing Intelligence: Competitive Bid and Market Intelligence Agents simulate price-to-win scenarios, analyze award trends, and align sourcing strategies with real-time market data.
• Risk Discovery: The Risk Assessment Agent exposes hidden schedule and cost vulnerabilities early in the planning cycle, strengthening audit readiness and mitigation planning.
• Knowledge Continuity and Onboarding: Knowledge Capture preserves institutional logic through guided SME interviews, while the Help Agent supports rapid onboarding and workflow guidance inside the platform.

Applied Across the Program Lifecycle

Organizations use SEERai to:

• Generate early cost and schedule estimates for hardware, software, manufacturing, and information technology programs
• Conduct should-cost and sourcing analysis with side-by-side supplier comparisons
• Accelerate cost proposal and RFI/RFP response development with compliant, defensible drafts
• Apply design-to-cost logic directly from CAD and engineering data before procurement
• Prepare for audits with fully traceable estimation artifacts and reviewer attribution

“SEERai gives our teams a faster, clearer view of program cost dynamics,” said Anderson Atabongakeng, Systems Engineer, Boeing. “It has already helped us generate new cost models and insights that would have taken weeks to develop manually.”

Industry Recognition

SEERai by Galorath has earned multiple industry awards over the past year for innovation in AI-driven estimation and program management, including recognition from SiliconANGLE, the Globee Awards, the EDGE Awards, the Merit Awards, and Best in Biz. These awards reflect recognition from across defense, aerospace, manufacturing, finance, and commercial sectors.

Secure, Scalable Deployment

SEERai’s isolated-tenant architecture supports deployment in on-premises, hybrid, air-gapped, or private-cloud environments, ensuring flexibility across government and commercial programs worldwide. Each tenant operates within a fully contained environment, with data encrypted end-to-end and access governed by enterprise-grade identity controls. The platform aligns with the controls and practices outlined in leading global standards, including ISO/IEC 27001, FedRAMP Moderate, and K-ISMS/CSAP, as well as regional data-sovereignty and export-control frameworks such as GDPR and ITAR/EAR. This architecture allows organizations in high-security or regulated industries to adopt AI-driven estimation within their existing compliance and governance boundaries, maintaining traceability and audit readiness across jurisdictions.

Availability

SEERai is available now in production beta, with additional agents and domain-specific modules scheduled for release through 2025 and early 2026. Learn more at galorath.com/seerai.

About Galorath Incorporated 

Galorath delivers an AI-powered business operations platform grounded in decades of real-world cost, schedule, and risk validation for operations, supply chains, and manufacturing. Their flagship SEER® platform is trusted by industry giants in high-stakes environments, like Accenture, NASA, Boeing, the U.S. Department of Defense, and BAE Systems (EU), among others. Built on Galorath’s trusted SEER modeling framework, the platform combines analytical depth with intuitive access to accelerate time to market, enhance project predictability and visibility, and ensure project costs are on track.

Galorath

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