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

LONG BEACH, Calif., Oct. 23, 2025 /PRNewswire/ — 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 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.”

Multi-Agent Architecture Delivers Real-World Outcomes
Organizations use SEERai to generate early cost and schedule estimates for hardware, software, manufacturing, and information technology programs. Applied across program lifecycles, SEERai’s multi-agent architecture converts unstructured inputs—RFPs, BOMs, WBS files, 2D/3D drawings, and software planning—into structured estimation artifacts that are actionable and importable into SEER cost and schedule modeling environments. Example use cases include:

• Estimation Agent  and 2D/3D-to-Cost Agents 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.
• RFP and Proposal Agents classify project requirements, reuse vetted content, and produce compliant first-draft cost-centric responses that cut proposal turnaround times.
• Competitive Bid and Market Intelligence Agents simulate price-to-win scenarios, analyze award trends, and align sourcing strategies with real-time market data.
• The Risk Assessment Agent exposes hidden schedule and cost vulnerabilities early in the planning cycle, strengthening audit readiness and mitigation planning.
• The Knowledge Capture preserves institutional logic through guided SME interviews, while the Help Agent supports rapid onboarding and workflow guidance inside the platform.

“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.”

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 global controls and standards, including ISO/IEC 27001, FedRAMP Moderate, and K-ISMS/CSAP, as well as regional data-sovereignty and export-control frameworks (GDPR and ITAR/EAR), to support AI-driven estimation across organizations in high-security or regulated industries.

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.

Source: Galorath Incorporated