{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:evidence:precision-federal-q139590473","key":"evidence:precision-federal-q139590473","kind":"evidence","slug":"precision-federal-q139590473","canonicalUrl":"https://directory.readyscan.ai/corpus/evidence/precision-federal-q139590473","machineUrl":"https://directory.readyscan.ai/discovery/corpus/evidence/precision-federal-q139590473.json","datePublished":"2026-07-29","dateModified":"2026-10-27","materialFingerprint":"fnv1a64:c4ac31976b957753","membershipFingerprint":"fnv1a64:7d9c1b0bdbc2afac","relatedEntitySlugs":["precision-federal-q139590473"],"relatedSurfaceKeys":["buyer_question:precision-federal-q139590473-answer-245ab0545e95830e5bbb","buyer_question:precision-federal-q139590473-answer-8397d575bc9afc207d1c","buyer_question:precision-federal-q139590473-answer-8af625bdedb3108b695a","buyer_question:precision-federal-q139590473-answer-8db0e1cc033626093707","buyer_question:precision-federal-q139590473-answer-caeb728dcdb5aa16b1e9","buyer_question:precision-federal-q139590473-answer-faf97954e6fd571d5d90","relationship:precision-federal-q139590473-products-and-services"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"precision-federal-q139590473-content-7e0004d5d02af8aa-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q139590473","sourceRevisionId":"Q139590473:content:ddda5edda00a1a33","sourceContentHash":"fnv1a64:67b965a13e7fdea6","recordRevisionId":"Q139590473:content:ddda5edda00a1a33","recordContentHash":"fnv1a64:ce4d3d4138429d43","sourceCanonicalUrl":"https://precisionfederal.com/","sourceModifiedAt":"2026-10-27T02:16:30.704Z","observedOn":"2026-10-27","permission":{"basis":"public_information","evidenceUrl":"https://precisionfederal.com/"},"attributionUrl":"https://precisionfederal.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"Precision Federal — company guide","summary":"Precision Federal: “Precision Federal delivers production AI, machine learning, data engineering, and cloud systems for the U.S. federal government. SBIR-registered small business, SAM.gov active, principal-investigator-led.”","facts":[{"id":"content-native-digital-agencies-6c4373a0a6e633c1-a-928b9ae863922952f72b","label":"Precision Federal","value":"“Precision Federal delivers production AI, machine learning, data engineering, and cloud systems for the U.S. federal government. SBIR-registered small business, SAM.gov active, principal-investigator-led.”","sourceUrls":["https://precisionfederal.com/"]},{"id":"content-native-digital-agencies-6c4373a0a6e633c1-a-245ab0545e95830e5bbb","label":"What is Precision Delivery Federal?","value":"“Precision Federal is a small-business AI and data engineering firm. It delivers production-grade machine learning, agentic AI, cloud architecture, data engineering, and full-stack development to the U.S. federal government under NAICS 541715, 541512.”","sourceUrls":["https://precisionfederal.com/faq"]},{"id":"content-native-digital-agencies-6c4373a0a6e633c1-a-8397d575bc9afc207d1c","label":"Is Precision Federal operational today?","value":"“Yes. Precision Federal is SAM.gov active, SBA SBIR-approved, and registered in DSIP (DoD) and NSF Research.gov. The firm is currently accepting engagements and actively pursuing SBIR opportunities in the FY2026 cycle.”","sourceUrls":["https://precisionfederal.com/faq"]},{"id":"content-native-digital-agencies-6c4373a0a6e633c1-a-8af625bdedb3108b695a","label":"Who is the founder?","value":"“Bo Peng, founder and CTO. Kaggle Top 200 data scientist, fifteen years of engineering across three federal contractor tours, with production machine learning experience at a federal health agency. The full biography is on the about page.”","sourceUrls":["https://precisionfederal.com/faq"]},{"id":"content-native-digital-agencies-6c4373a0a6e633c1-a-caeb728dcdb5aa16b1e9","label":"What is the company's UEI and CAGE?","value":"“UEI is Y2JVCZXT9HP5. CAGE is 1AYQ0. Primary NAICS is 541512, Computer Systems Design Services.”","sourceUrls":["https://precisionfederal.com/faq"]},{"id":"content-native-digital-agencies-6c4373a0a6e633c1-a-faf97954e6fd571d5d90","label":"Is Precision Federal a small business?","value":"“Yes. Precision Federal is a small business under the SBA size standards for its NAICS codes: $34.0 million in average annual receipts for 541512 and 1,000 employees for 541715.”","sourceUrls":["https://precisionfederal.com/faq"]},{"id":"content-native-digital-agencies-6c4373a0a6e633c1-a-8db0e1cc033626093707","label":"Where is Precision Federal based?","value":"“Remote-first delivery across AWS GovCloud and Azure Government. Iowa-organized LLC; on-site travel to Washington D.C., customer sites, and federal facilities as the mission requires.”","sourceUrls":["https://precisionfederal.com/faq"]},{"id":"content-native-digital-agencies-6c4373a0a6e633c1-a-14c7da1da6f3d69ddef2","label":"Agentic AI & LLM Systems for Federal Agencies","value":"“Production agentic AI, multi-agent orchestration, retrieval-augmented generation, and autonomous decision systems for U.S. federal agencies.”","sourceUrls":["https://precisionfederal.com/capabilities/agentic-ai"]}]}