01
Evidence-grounded decision systems
Systems that connect fragmented data, preserve source provenance, and generate recommendations users can inspect.
Federal AI R&D
Fast AI R&D for mission decisions.
VISIMO builds testable, traceable, and defensible AI decision systems for federal teams working with incomplete, high-consequence data.
R&D
fast
Outputs
traceable
Review
human
Mission console
Evidence to recommendation
Traceability
linked
Uncertainty
bounded
Replay
enabled
Human Review
required
Decision loop
Reviewable
Assumptions logged
Confidence pulsed
Evidence linked
Federal R&D
AI assurance
Decision support
SBIR/STTR
We build
AI decision systems
Software-first prototypes for mission decisions that need evidence, uncertainty, and human review.
We serve
Federal mission customers
Program teams, technical evaluators, primes, research partners, and SBIR/STTR stakeholders.
We produce
Evaluation evidence
Artifacts that help stakeholders understand what works, what does not, and what should happen next.
What VISIMO does
Focused prototypes, not generic AI demos.
02
AI assurance and model validation
Tools for evaluating model behavior, identifying performance risk, and understanding when AI outputs should or should not be trusted.
03
Adaptive test and evaluation
Decision aids that help teams prioritize the next best test, compare alternatives, reduce wasted effort, and preserve a reviewable decision trail.
04
Geospatial and operational risk intelligence
Forecasting, routing, GIS, and risk-analysis tools for teams working in changing physical environments.
Capability imagery
Six ways VISIMO turns imperfect data into reviewable decisions.
EvidenceTraceability
Evidence Fusion and Knowledge Systems
VISIMO builds evidence layers that help mission users inspect where information came from, how it relates to other sources, and what assumptions shape downstream recommendations.
Evidence flow
From raw signal to reviewable decision artifact.
VISIMO systems are designed to keep evidence, assumptions, validation, and human judgment visible as data moves toward a mission decision.
01
Source Data
Sponsor, public, synthetic, simulated, and operator context.
02
Evidence Layer
Provenance, relationships, assumptions, and retrieval context.
03
Model
Models reason over evidence with uncertainty kept visible.
04
Validation
Benchmarks, replay, confidence checks, and failure cases.
05
Human Review
Operators inspect evidence before automation becomes action.
06
Decision Artifact
A traceable output that can be defended and improved.
Selected work
Case-study patterns from mission AI R&D.
Experience across mission, research, and industry environments
Experience across federal, research, public-sector, and industry ecosystems.
Federal mission
8 contexts
Research ecosystems
8 contexts
Industry collaborators
6 contexts
Credibility
R&D relationships are built on speed, clarity, and technical trust.
It is great to be able to connect others with VISIMO in order to get these data. I also hope this connection is the start of many more research efforts.
You and your team were outstanding to work with on putting together this pre-proposal. Thank you for working through the ideas with us.
Choose your depth
Get the overview here. Go deeper where it matters.
Capabilities
Evidence fusion, AI assurance, adaptive test and evaluation, forecasting, geospatial risk, and secure prototypes.
SBIR/STTR R&D
Focused feasibility work built around scoped prototypes, baselines, evaluation plans, and transition evidence.
Experience
Federal AI, mission software, secure prototypes, decision support, forecasting, simulation, and edge deployment.
About
How VISIMO works: evidence over hype, speed with discipline, and human judgment at the center.
Next step