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DaVinci AI
Industries · Public-Sector Operations

Institutional work, built for the long term.

Mission-critical operations and oversight programs run on data they often can’t see in time. We bring the analytics engineering, the operating cockpits and the document intelligence to make that data legible, inside the controls the program already lives under.

Where we ship

Three operating contexts, one craft.

The vocabulary, the contracting paths and the controls differ across program types. The engineering discipline doesn’t. Below, the engagement shapes we’re asked to lead most often.

Institutional programs

Program-of-record analytics

  • · Mission and program operations cockpits
  • · Records and disclosure-request automation
  • · Constituent-services workflow intelligence
  • · Grants and procurement spend analytics
  • · Documentation aligned to the authority surface

Customer-tenant deployment · Evidence-grade documentation

Operations & readiness

Acquisition and readiness

  • · Acquisition and program-management analytics
  • · Logistics, sustainment and readiness models
  • · Document intelligence for contract and clause review
  • · Workforce and capacity forecasting
  • · Escortable and badged staffing patterns

In-tenant deployment · Sensitive-data handling at the boundary

State & local programs

HHS, revenue and public safety

  • · Health and human-services program analytics
  • · Revenue and tax-data workflows
  • · Public-safety analytics under controlled access
  • · Education and workforce-development cockpits
  • · Constituent-facing services and intake

Records-retention aware · Audit-grade lineage

Program analytics

From weekly slides to near-real-time visibility.

Operating cockpits used by leadership for daily decision-making, replacing the weekly slide deck with a living view of the program, governed and trustworthy enough to brief from.
  • Consolidated program operations cockpits
  • Source-of-truth metric definitions
  • Mobile and offline-friendly briefing views
Procurement & spend

See where the dollars actually go.

Automated extraction and classification of unstructured procurement records, surfacing duplicate-spend patterns and consolidation opportunities that hide in vendor tails and free-text descriptions.
  • Document AI for invoices, POs and contracts
  • Vendor normalization and spend taxonomy
  • Consolidation and savings opportunity surfacing
Compliance & evidence

Auditable by design.

Everything we ship for institutional clients is designed with the audit in mind, documented lineage, role-based access, evidenced data handling, and clear runbooks for the team that has to live with it.
  • Lineage, glossaries and decision provenance
  • Role-based access aligned to authority levels
  • Data residency and retention policy enforcement
Where we work

Engagements across institutional programs.

Institutional and oversight programs share more pattern than they share difference. Below, the engagement shapes we’re asked to lead most often.

Program operations

  • Executive briefing dashboards
  • Operations review tooling
  • Field-team mobile dashboards
  • Cross-program rollups

Procurement & spend

  • Invoice and PO extraction
  • Vendor normalization
  • Spend taxonomy and consolidation
  • Contract clause analysis

Case & document workflows

  • Case-file summarization
  • Form processing and routing
  • Records-request automation
  • Knowledge base retrieval

Workforce & capacity

  • Demand forecasting
  • Scheduling and capacity planning
  • Attrition and pipeline analytics
  • Training-program analytics

Constituent services

  • Inbox triage and routing
  • Drafting and templated responses
  • Sentiment and trend monitoring
  • Multi-language support

Platform & governance

  • Modern data platform stand-up
  • Lineage and data catalogs
  • Audit trails and decision provenance
  • Access governance
SOC 2 Type IIISO 27001 alignedHIPAA / HITECHGLBASR 11-7 model riskNIST AI RMFNIST CSF 2.0PCI DSS 4.0GDPR · CCPAEU AI Act readinessCustomer-tenant deploymentEvidence-grade documentationSOC 2 Type IIISO 27001 alignedHIPAA / HITECHGLBASR 11-7 model riskNIST AI RMFNIST CSF 2.0PCI DSS 4.0GDPR · CCPAEU AI Act readinessCustomer-tenant deploymentEvidence-grade documentationSOC 2 Type IIISO 27001 alignedHIPAA / HITECHGLBASR 11-7 model riskNIST AI RMFNIST CSF 2.0PCI DSS 4.0GDPR · CCPAEU AI Act readinessCustomer-tenant deploymentEvidence-grade documentation

The authority surface we work inside.

Institutional engagements live inside a thick layer of authority and oversight. The frameworks our delivery patterns are designed to align with are written into the build, not retrofitted at acceptance.

  • SOC 2 Type II
  • ISO 27001 aligned
  • HIPAA / HITECH
  • GLBA
  • SR 11-7 model risk
  • NIST AI RMF
  • NIST CSF 2.0
  • PCI DSS 4.0
  • GDPR · CCPA
  • EU AI Act readiness
  • Customer-tenant deployment
  • Evidence-grade documentation
Regulatory & compliance

Designed for the auditor in the room.

Institutional work brings a thick layer of authority, accountability and access constraints. We’re comfortable in that layer and design for it from the start.

  • Customer-tenant deployment

    For programs that demand it, we work entirely inside the cloud environment the program already runs in. Data does not move outside the boundary. The code, the models and the documentation are yours.

  • Sensitive data handling

    Sensitive program data is tagged on ingestion, masked at the semantic layer, and gated by role. Access is logged and auditable.

  • Records retention

    Retention policies are enforced at storage and at the semantic layer. Decommissioning and disposition follow the program’s records schedule, not whatever the cloud defaults are.

  • Accessibility

    Operating cockpits and AI workflows we ship are designed against the accessibility standards the program operates under, from the first wireframe, not retrofitted at acceptance.

  • Authority to operate

    We’re comfortable contributing to authorization packages, control narratives and security plan updates. We bring the documentation; we don’t make your security team chase it.

  • Audit & oversight

    Decision provenance, lineage and access logs are part of the deliverable. When an oversight function asks, the answer is a dashboard, not a fire drill.

Case snapshot

How it plays out, in practice.

A representative engagement, described in the structure of challenge, approach and outcome. Specifics changed to preserve client confidentiality.

Program Operations Cockpit
Public-Sector Operations

Program Operations Cockpit

Challenge

A multi-program leadership team was running operations from a weekly slide deck assembled by three separate teams. The data was sound, but the cadence and inconsistencies eroded confidence.

Approach

  • Mapped the eight decisions leadership made each week and the metrics that informed them
  • Stood up a governed semantic layer so every metric had a single owned definition
  • Built a mobile-first briefing dashboard refreshed every six hours
  • Embedded enablement and ran a ninety-day adoption review

Outcome

The weekly slide deck was retired. Leadership briefs from a live dashboard. The three teams that used to assemble the deck were redeployed to higher-value analysis.

Frequently asked

Questions we hear, answered honestly.

Do you hold the clearances some engagements require?
Some of our team do. We’re happy to staff sensitive work with appropriately badged personnel and we’ll be honest if a specific requirement is outside our current bench, we’d rather decline than misrepresent.
Can you work inside restricted cloud environments?
Yes. We’ve worked inside isolated and high-control cloud environments with the additional controls and the slower release cadence that comes with the territory.
Are you on a contract vehicle?
We’re currently engaged primarily through direct contracts and approved prime relationships where required. We’re actively pursuing vehicle access and happy to subcontract through your preferred vehicle in the interim.
How do you handle sensitive data?
Inside-the-boundary handling, tagged on ingestion, masked at the semantic layer, gated through RBAC, logged for access. We treat sensitive data as the default until we have explicit evidence a piece of data isn’t.

Have a workload worth getting right?

If you’re scoping a system someone will rely on, replacing a reporting estate that no longer holds up, or evaluating where AI genuinely belongs in your operations, we’d like to hear about it.

§ Notice of use

This site describes the practice. Engagement details — clients, sectors, outcomes and named individuals — are confidential by default and shared only under written agreement. Inquiries are by appointment. admin@davinciai.dev.