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Custom AI/ML solutions for government & public sector industry
ROI per dollar invested in generative AI per recent agency benchmarks.
Budget cost savings over 10 years from AI-driven case processing.
Annual federal fraud loss — AI fraud-detection accuracy now 81–95% on procurement-collusion benchmarks.
Achieve immediate, organization-wide results
Six measurable outcomes across citizen services & case management, fraud, waste & abuse detection, document processing & records, and procurement, policy & workforce, deployed in months rather than years.
Citizen Services Automation
Multi-channel intake, eligibility screening, and case status with audit trails that satisfy state and federal oversight.
Fraud, Waste & Abuse Detection
Procurement collusion, benefits fraud, and improper payments. 81–95% accuracy on procurement-collusion benchmarks.
Document Processing at Scale
OCR, classification, entity extraction, and routing for forms, FOIA requests, and regulatory filings.
Policy Analysis & Drafting
Comment-corpus summarization, statutory cross-reference, and impact-analysis LLMs for rulemaking.
Permitting & Licensing Workflow
Smart-form pre-fill, deficiency detection, and review-time prediction across permit, license, and grant pipelines.
Workforce & Operations Analytics
Time-to-resolution forecasting, capacity planning, and FOIA-response throughput models.
Capabilities across the government & public sector value chain
Citizen Services & Case Management
- Multi-channel citizen intake (web, phone, kiosk, mobile)
- Eligibility screening for benefits and program enrollment
- Case-routing and triage classifiers
- Multi-language and accessibility-compliant LLMs
Fraud, Waste & Abuse Detection
- Procurement collusion and bid-rigging detection
- Benefits fraud and improper-payment scoring
- Identity verification and synthetic-identity detection
- Anomaly detection in payments and grant disbursements
Document Processing & Records
- OCR and entity extraction from forms and filings
- FOIA / open-records request routing and redaction
- Records classification under retention schedules
- Multi-language translation and summarization
Procurement, Policy & Workforce
- Public-comment corpus analysis for rulemaking
- Permitting and licensing workflow automation
- Workforce capacity and FOIA throughput modeling
- Statutory and regulatory cross-reference LLMs
How a state agency cut benefits-fraud loss $47M and reduced citizen wait time 58%
A state human-services agency processing 2.4M annual benefits applications was losing an estimated $60–80M to fraud and improper payments — and facing legislator pressure over 14-day average wait times. We built a multi-model platform combining identity-verification scoring, behavioral anomaly detection on application velocity, and synthetic-identity classifiers tuned to state-specific fraud patterns. Confirmed fraud loss dropped $47M annually, citizen wait time fell from 14 days to 5.9 days through faster auto-approval of low-risk applications, and the agency passed an OIG audit with documentation of every model decision. The same platform now handles unemployment, SNAP, and Medicaid eligibility in parallel.
Speak with a government & public sector AI expert
A 45-minute scoping call. We come prepared with your service lines, your citizen case volumes, and a directional read on which workflows are worth automating first.
Ask us about
- Citizen services automation with multi-channel intake
- Benefits fraud and procurement collusion detection
- FOIA / open-records routing and automated redaction
- Smart-form pre-fill and permitting workflow automation
- Public-comment analysis and rulemaking impact LLMs
- FedRAMP / GovRAMP-compliant ML platform deployment
Frequently asked questions
Explore AI/ML solutions for government & public sector
Air-Gapped AI for Regulated Industries — Disconnected LLM Deployment
Fully air-gapped AI. Onyx + LibreChat + vLLM on your GPUs, zero outbound at runtime. FedRAMP High, DoD IL5, GovCloud, sovereign-cloud and SCIF deployments.
Learn more →Private & On-Premise AI Solutions — Self-Hosted AI Deployment for Business
Private and on-premise AI solutions for business: private GPT, RAG over your documents and enterprise search on Onyx, LibreChat, vLLM and Ollama in your tenant.
Learn more →Private ChatGPT for Business — Self-Hosted Chat for Regulated Teams
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Learn more →Private RAG — Chat With Your Documents Inside Your Tenant
Private RAG built for your corpus: tuned hybrid retrieval, BYO embeddings and BYO LLM, cited answers, per-corpus access control. Air-gapped and on-prem options.
Learn more →Self-Hosted AI for Business — End-to-End Private AI Stack Deployment
Self-hosted AI for business: LibreChat, Onyx and vLLM in your VPC, on-prem, or air-gapped. 40+ connectors, BYO-LLM, audit-ready, 5–10× cheaper at scale.
Learn more →Self-Hosted Enterprise Search: Onyx Deployment for Regulated Teams
Self-hosted enterprise search deployed in your tenant: Onyx with 50+ connectors, permission-aware retrieval and BYO-LLM, on-prem, VPC or fully air-gapped.
Learn more →Ready to talk government & public sector AI?
Start with a 45-minute strategy session. We come prepared with a directional read on your operation and a scoped proposal.
