Donovan | Scale AI
Last updated: September 29, 2025
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What is Donovan | Scale AI?
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Donovan | Scale AI's Top Features
No-code AI agent customization
Agent Factory for connecting tools and systems
Secure data access via local uploads, cloud connectors, and APIs
Integration with external databases like GDELT
Model-agnostic support for closed and open-source models
Cloud-agnostic deployment options
Kubernetes-based, containerized architecture
Rigorous testing and performance evaluation frameworks
Model comparison and benchmark tooling
Security guardrails and policy enforcement
Redteaming capabilities
Transparent reasoning with step-by-step resource traces
Detailed monitoring, insights dashboards, and audit trails
Operational library of AI agents and applications
Seamless embedding with existing systems and toolchains
Deployable on unclassified, CUI GovCloud, DISA IL4, and FedRAMP High
Support for classified and air-gapped networks
Alignment with Department of Defense AI ethics and readiness goals
Configurable mission parameters for speed, cost, and expertise
Data Flywheel for continuous improvement of agents
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Use Cases
Defense operations planners
Run course-of-action analysis and generate briefings with transparent reasoning on IL4 or air-gapped networks.
Intelligence analysts
Fuse multi-source intelligence, query GDELT, and perform RAG over secure document stores with traceable outputs.
Mission operations centers
Coordinate incident response and automate playbooks across ticketing and communications tools with full audit trails.
Logistics and sustainment teams
Optimize maintenance and supply routing by integrating ERP and sensor data with monitored, governed agents.
Acquisition and procurement
Automate requirement drafting, market research, and compliance checks with guardrails and model comparisons.
Cybersecurity teams (SOC)
Triage alerts, summarize incidents, and simulate adversaries with redteaming and explainable reasoning in GovCloud.
Public safety and emergency management
Create live situation reports and resource allocation plans using prebuilt data connectors and transparent traces.
Policy and legal units
Accelerate FOIA processing and document review with secure access controls, explainability, and auditing.
Training and readiness leaders
Evaluate agent and model performance against mission metrics using built-in testing frameworks and evaluations.
Enterprise IT and data offices
Standardize secure data integration, API orchestration, and multi-cloud deployment with Kubernetes support.
Learn to use AI like a Pro
Get the latest AI workflows to boost your productivity and business performance, delivered weekly by expert consultants. Enjoy step-by-step guides, weekly Q&A sessions, and full access to our AI workflow archive.