A real-time, auditable knowledge layer that separates objective facts from subjective viewpoints, so your information stays accurate, defensible, and compliant.
Trusted by data-driven teams in federal agencies.
Revel Data is a truth service that cleans and reconciles your sources into an objective truth set. It separates facts from opinions and disputed claims, ties every answer to its sources with timestamps and confidence retention, and access rules at query time. It connects to analytics, dashboards, search, and applications through a low-latency API, maintains full lineage and versioning for audits, and reduces errors by serving evidence-backed results. In short: accurate, explainable, and compliant—because your data is clean, adjudicated truth.
Why Truth Matters
Bad data = bad decisions. In government missions, that is unacceptable. Revel Data cleans and adjudicates agency information into an objective truth set, distinguishes fact from opinion, and delivers answers with sources and confidence. Outcome: audit-ready outputs, quicker approvals, and reduced risk—supported by verifiable evidence.
What “truth” means in Revel Data:
Truth = an evidence-backed, reproducible value with: (1) a declared source of record, (2) field-level lineage, (3) dated extracts & owners, and (4) verification tests that can be re-run at any time.
Opinion = an unproven or subjective statement (estimates, narratives, assumptions, model outputs without evidence).
“Revel Data has given us confidence that we are receiving objective, trustworthy data from our analysts.”
— Current Client
Your Questions, Answered
What is Revel Data?
Revel Data is a service that classifies content as factual, opinion, or disputed; attaches sources, timestamps, confidence; and access policy at query time. You do not just retrieve text—you get an answer with evidence and rules applied, plus versioning for clean audits. It starts with a foundation of database engineers that ensure technical performance. Once the technology performance is established, AI platforms will be used to constantly test the data with subject matter experts of the data to ensure accurate results.
Can federal agencies trust Revel Data with sensitive information?
Yes. Revel Data is deployed inside your boundary (on-prem, air-gapped, or GovCloud). We do not own your data. We do NOT hold your data hostage. The agency owns and controls the data. We are data stewards that ensure objectivity to make the best decisions.
Who owns the data and audit logs?
Your agency. All content, versions, and logs remain under your custody. We just ensure YOUR data isn’t lying to you.
How do we separate facts from opinions?
We treat a fact as a value we can reproduce from a declared Source of Record using version-controlled SQL, with data-quality tests and cross-system reconciliations passing within set thresholds. Each metric is scored for evidence (authority of source, freshness, corroboration, completeness, and test coverage); scores at or above your threshold are badged as Verified Facts, while lower scores remain Attributed Claims. Opinions (forecasts, targets, narratives) are stored as claims with owner, method, and citations, and can be promoted to facts once evidence improves. Every value exposes a “Show Proof” trail—source IDs, timestamps, test results, reconciliation deltas, lineage graph, and SQL hash—and can be re-run to reproduce the result.
Let's Work Together
Trade opinions for proof. Power your data strategy with objective truth. Request a free consult to see smoother workflows and clearer opportunities. Feel free to ask us any questions you have.