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Rev 2026

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Domino Data Lab empowers the largest AI-driven enterprises to build and operate AI at scale. Domino’s Enterprise AI Platform provides an integrated experience encompassing model development, MLOps, collaboration, and governance. With Domino, global enterprises can develop better medicines, grow more productive crops, develop more competitive products, and more. Founded in 2013, Domino is backed by Sequoia Capital, Coatue Management, NVIDIA, Snowflake, and other leading investors.

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Document Intelligence Solution | Domino Data Lab

Transform mission documents into document intelligence

Turn records, case files, policies, IMINT, SIGINT, engineering diagrams, reports, and sensor archives into auditable, operational knowledge — at the speed your mission demands.

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Advances in AI makes fast, auditable document intelligence mission-ready

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.

Why document intelligence programs fail to reach mission scale

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:

Timeliness gap

Timeliness gap

Procurement, accreditation, and rollout cycles are long. Document-heavy workflows remain manual, delaying mission outcomes and reducing service quality.

Trust gap

Trust gap

Outputs must be citation-backed, explainable, time-aware, and auditable. Without provenance, commanders, and program leaders cannot rely on automated summaries or recommendations.

Sustainment gap

Sustainment gap

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.

Operational outcomes powered by Domino document intelligence

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.

How Domino delivers mission-ready document intelligence

What Domino provides for civilian agencies

Accelerate document-heavy programs

Automate extraction, summarization, and classification — reducing review from weeks to minutes for FOIA and program teams.

Ensure trust and auditability

Every answer includes citations and lineage, giving agencies explainable outputs, consistent results, and full audit trails for oversight and transparency.

Adapt to evolving policies and mandates

Domino integrates governance directly into document intelligence workflows — ensuring outputs comply with privacy, civil rights, accessibility, and emerging federal AI standards.

Deploy anywhere — including air-gapped or sensitive enclaves

Run Document Intelligence on-premises, in GovCloud, or within existing agency networks with full control over models, data, and policy enforcement.

Domino’s document intelligence delivery model

One

Mission and program scoping workshop (2 days)

Define critical workflows, repositories, KPIs, records requirements, IA constraints, red-team boundaries, and sustainment needs.

Two

8-10 week MVP deployment

Deploy core retrieval, citation workflows, multi-modal pipelines, agentic orchestration, governance, and model evaluation frameworks. Validate value early with real data and missions.

Three

Transfer, integration and sustainment

Forward-Deployed Engineers (FDEs) integrate with your systems, secure deployments, upskill staff, and define enterprise MLOps, sustainment plans for long-term adoption.

Project AMMO — U.S. Navy

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.

Read the case study →

Accelerate trusted document intelligence for your mission

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