SBIR Signal

Collaborative Aided Target Recognition Using Next-Generation Foundation Models for Multi-Domain Unmanned Systems

STTR topic from SpaceWERX, solicitation 26.TZ. Open now. Closes 2026-08-19 (24 days left).

Component (WERX)
SpaceWERX
Agency
OSD
Program / Phase
STTR
Solicitation #
26.TZ
Topic #
OSW26TZ04-NV001
Status
Open
Pre-release date
2026-07-01
Open date
2026-07-22
Close date
2026-08-19 · 24 days until close · Add to calendar · See all deadlines
Set-aside
—
NAICS
—
STTR research-partner brief

Topic brief

STTR topics require a research-institution partner. Treat OSW26TZ04-NV001 as a teaming problem first, technical proposal second — SpaceWERX funds the collaboration, not a solo small-business essay.

STTR focus: Confirm research-institution partner and statutory work-share before deep writing. Use Find partners / Post teaming need on this page.

Who this is for

  • Small businesses with a university or FFRDC partner already identified
  • Labs seeking an industry commercialization partner
  • Firms that can split work share per STTR statutory rules

Capture playbook

  1. Confirm STTR work-share and research-partner eligibility early
  2. Lock the partner letter of commitment before writing deep technical pages
  3. Align the joint SOW to agency transition goals, not pure research
  4. Use the teaming marketplace if you still need a research partner
  5. Score fit with a readiness check before burning partner cycles

pWin cues

  • Named PI at a credible research institution with relevant publications
  • Clear commercialization path owned by the small business
  • Prior joint work or a realistic transition plan

Watch-outs

  • Partner delays kill STTR schedules more often than technical risk
  • Work-share miscalculations can make a proposal non-compliant
  • Pure research with no firm transition story underperforms at most agencies

Peer open topics

Topic brief FAQ

How is STTR different from SBIR?

STTR requires a formal research-institution partner and statutory work-share rules; SBIR can be small-business-only.

Can I post a teaming need for this topic?

Yes — use the teaming tools on the opportunity page (Team+ posts go live immediately; free/Pro posts may be moderated).

Where do I see similar past awards?

Related awards below are drawn from federal award records adjacent to this agency/topic family.

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Incumbent detector

No adjacent award history found for this topic yet. Use the decision pack and scorecard to build your own go/no-go case, and re-check after the next data refresh.

Description

Develop and demonstrate a collaborative Aided Target Recognition (AiTR) capability for multi-domain unmanned systems (UAS, UGV, USV) that leverages next-generation pre-trained foundation models—including Vision-Language Models (VLMs), Vision-Language-Action models (VLAs), and/or modern State-Space Models (e.g., S4, S5, Mamba, Mamba-2)—to achieve robust, accurate, and predictive multi-platform, multi-modal target disambiguation in cluttered, contested, and partially observed operational environments.

View / apply on DoD DSIP ↗

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