Document intelligence initiatives fail when they cannot deliver speed, trust, and scale at once. Across civilian programs and defense missions, three gaps prevent pilots from becoming enterprise capabilities:
Procurement, accreditation, and rollout cycles are long. Document-heavy workflows remain manual, delaying mission outcomes and reducing service quality.
Outputs must be citation-backed, explainable, time-aware, and auditable. Without provenance, commanders, and program leaders cannot rely on automated summaries or recommendations.
Lack of MLOps, records tagging, retention enforcement, and reproducibility causes drift, limits reuse, and drives up lifecycle cost — especially in classified or high-security environments.
Accelerate mission execution
Shrink time-to-insight — from hours to minutes — and deliver operational intelligence, eligibility summaries, or policy briefs 60–80% faster.
Lower mission and compliance risk
Multi-model validation, mandatory citations, temporal reasoning, and automated lineage tracking reduce hallucinations, FOIA exposure, and audit findings. Accelerates ATO/IA accreditation.
Prove value in 8-10 weeks
Deploy across programs or commands without re-platforming, and maintain consistency with repeatable workflows, model governance, and shareable RAG components.
Automate extraction, summarization, and classification — reducing review from weeks to minutes for FOIA and program teams.
Every answer includes citations and lineage, giving agencies explainable outputs, consistent results, and full audit trails for oversight and transparency.
Domino integrates governance directly into document intelligence workflows — ensuring outputs comply with privacy, civil rights, accessibility, and emerging federal AI standards.
Run Document Intelligence on-premises, in GovCloud, or within existing agency networks with full control over models, data, and policy enforcement.
Define critical workflows, repositories, KPIs, records requirements, IA constraints, red-team boundaries, and sustainment needs.
Deploy core retrieval, citation workflows, multi-modal pipelines, agentic orchestration, governance, and model evaluation frameworks. Validate value early with real data and missions.
Forward-Deployed Engineers (FDEs) integrate with your systems, secure deployments, upskill staff, and define enterprise MLOps, sustainment plans for long-term adoption.
Domino delivered enterprise MLOps and secure GovCloud hosting, enabling rapid retraining and redeployment of undersea threat-detection models. The AMMO approach now informs how we deliver secure, accredited Document Intelligence for both defense and civilian missions.
Agencies are overwhelmed by the volume, velocity, and variability of documents they must interpret: policies, appeals, FOIA requests, intelligence reports, technical diagrams, and multi-modal data streams.
Breakthroughs in LLMs, vector search, multi-modal AI and retrieval-augmented generation (RAG) make high-quality automation possible — but only when solutions are engineered for traceability, security, records obligations, and mission sustainment.
