This solicitation closed on May 13, 2026

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SF254-D1206CancelledSBIR

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Department of DefenseUSAF

AI Overview

Adaptive test planning software needed to optimize evaluation of LEO satellite constellations. The tool should leverage evolving system knowledge and Bayesian methods to prioritize impactful tests and reduce redundant efforts in fast-paced space acquisition.

This summary is AI-generated from the official solicitation.

Key Details

Agency
Department of Defense
Funding Amount
Release Date
November 18, 2025
Due Date
May 13, 2026 (Closed)
Phase II Award
$1,800,000.00

Official Description

The United States Space Force, through the Space Development Agency (SDA), is responsible for orchestrating the development and fielding of the Department of Defense’s Proliferated Warfighter Space Architecture (PWSA)—a resilient, threat-driven constellation of sensing and data transport satellites in Low Earth Orbit (LEO). Built on a spiral development model, PWSA is deployed in two-year tranches, requiring a flexible and adaptive approach to Test and Evaluation (T&E) that aligns with rapid acq...

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Change History

Opportunity RemovedMay 13, 2026 at 4:58 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Opportunity SF254-D1206 no longer available

Status ChangedMay 13, 2026 at 1:10 AM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Status changed from Open to Open

Q&A UpdatedApr 30, 2026 at 7:39 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

# Q&A Changes Summary **New/Updated Answers:** **Q1 (Updated):** Government will collaborate with performers to define and curate synthetic/surrogate datasets for 3-4 representative use scenarios during Phase II. Performers expected to leverage these datasets and may bring their own M&S capabilities. Government will NOT integrate solutions into existing digital infrastructure during Phase II, but solutions must be designed for future interoperability with SDA's open standards-based infrastructure. **Q4 (Updated):** Expanded explanation of containerized microservices requirement—driven by need for agility and scalability within spiral development model. Key benefits: modularity/flexibility for rapid iteration within two-year Tranche cadence, and independent scalability of services. **Q4 (Updated - Methodology):** Government explicitly confirmed openness to alternatives beyond Bayesian methods. Stated: "We are not exclusively committed to this approach" and actively encourage coverage-based uncertainty quantification, adaptive sampling, and other AI/ML techniques. Seeking "innovative partners willing to collaborate to define the art of the possible." **Key Clarification:** Phase II focus is on curating representative datasets and exploring all possible solutions—not integrating into existing infrastructure yet.

Q&A UpdatedApr 28, 2026 at 3:58 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

**Key Changes to Q&A:** Added 4 new questions (Q1) covering: - Existing PWSA performance models, digital twins, and data availability for performers - Target digital platforms, data standards, and DevSecOps framework requirements - Microservices architecture specifications and requirements - Alternative probabilistic methods beyond Bayesian (coverage-based uncertainty quantification, adaptive sampling) All previous Q&As renumbered (Q2-Q10) but answers remain substantively unchanged. No updates to page limits, framework requirements, on-orbit focus, or re-scoping flexibility previously addressed.

Q&A UpdatedApr 23, 2026 at 8:31 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

# Summary: No Changes Detected The PREVIOUS and UPDATED Q&A sections are identical. No new questions were added, no answers were modified, and no previously pending responses were resolved. Both versions contain the same 9 Q&As with identical content.

Status ChangedApr 14, 2026 at 11:32 AM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Status changed from Pre-Release to Open

Date ChangedMar 19, 2026 at 12:15 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Close Date changed from 2026-03-04 to 2026-04-29

Date ChangedMar 19, 2026 at 12:15 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Open Date changed from 2026-02-11 to 2026-04-01

Date ChangedFeb 3, 2026 at 12:24 AM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Close Date changed from 2026-02-25 to 2026-03-04

Date ChangedFeb 3, 2026 at 12:24 AM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Open Date changed from 2026-02-04 to 2026-02-11

Date ChangedJan 20, 2026 at 4:10 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Close Date changed from 2026-02-11 to 2026-02-25

Date ChangedJan 20, 2026 at 4:10 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Open Date changed from 2026-01-21 to 2026-02-04

Date ChangedJan 12, 2026 at 8:06 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Close Date changed from 2026-02-04 to 2026-02-11

Date ChangedJan 12, 2026 at 8:06 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Open Date changed from 2026-01-14 to 2026-01-21

Q&A UpdatedJan 8, 2026 at 1:53 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Q&A section updated

Description ChangedJan 8, 2026 at 1:53 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Content updated: description, objective, phase_1_description, phase_2_description, phase_3_description

Q&A UpdatedJan 7, 2026 at 10:05 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Q&A section updated

Description ChangedJan 7, 2026 at 10:05 PM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Content updated: description, objective, phase_1_description, phase_2_description, phase_3_description

Q&A UpdatedJan 7, 2026 at 12:17 AM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Q&A section updated

Description ChangedJan 7, 2026 at 12:17 AM

Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations

Content updated: description, objective, phase_1_description, phase_2_description, phase_3_description

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