Strategy & readiness
Use-case prioritization, data readiness, value definition, architecture, and a practical adoption sequence.
Capabilities
Technology services
Focused engagements from $750 and enterprise programs through $250K+, with defined starting scope, clear ownership, and transparent pricing.
AI service line
From the first responsible use case to enterprise-scale AI operations.
AVIZ DATA designs AI around the work people are accountable for. Every engagement defines approved sources, tool boundaries, human review, quality measures, exception paths, and the team that owns the result.
21AI-specific starting scopes
$1.5K–$250K+Training through enterprise programs
Human reviewDesigned into critical actions
Governed AI deliveryKnowledge & search
Permission-aware assistants, enterprise search, retrieval, citations, and controlled organizational knowledge.
Documents & workflow
Classification, extraction, validation, routing, approvals, exception handling, and operational handoff.
Agents & automation
Bounded agent roles, approved tools, system integrations, human checkpoints, monitoring, and runbooks.
Analytics & decisions
Governed metrics, analytical copilots, narrative intelligence, anomaly context, and role-aware decision support.
Governance & quality
Acceptable use, evaluation datasets, release gates, risk ownership, training, auditability, and change control.
Example workspaces
Explore a representative workflow.
Fictional CRM, learning, integration, and public-sector operations scenarios.
All 120 examplesExecutive analyticsExecutive analytics dashboardProcurement intakeProcurement intake & approvalsDocument intelligenceDocument intelligence & review
Illustrative demonstrations, not client projects or awarded contracts.
Insights
Practical guidance for your next data project.
Planning notes for the decisions behind the dashboard, database, and integration.
All insights & guidesComplete service catalog
Scopes & starting fees
Focused advisory, platform builds, and enterprise programs, with the starting scope and fee for each engagement.
Data & Systems Advisory Session
A focused working session to clarify the operating problem, map the systems involved, and define a defensible next step.
- 90-minute remote session
- Current-state system map
- Prioritized action memo
Team AI Training
Practical, role-aware training around approved use cases, review expectations, and responsible adoption.
- Up to 10 participants
- Three practical scenarios
- Take-home usage guide
Defensive Security Review
A configuration and exposure review for one business application, delivered with prioritized remediation guidance.
- One application
- Findings report
- Remediation discussion
Executive Dashboard Sprint
A decision-ready dashboard around agreed KPIs and one clean source, designed for real leadership conversations.
- Up to six KPIs
- One data source
- Executive handoff
Document & Inbox Automation
Classify incoming work, extract required fields, and prepare a reviewed handoff into the next system.
- One input format
- One workflow
- Exception handling
API / Systems Integration
Connect two supported systems with defined field mapping, error handling, and documented ownership.
- Two systems
- Up to ten field mappings
- Technical handoff
AI Readiness & Use-Case Roadmap
Prioritize realistic AI opportunities against available data, operating risk, user needs, and measurable value.
- Stakeholder discovery
- Ranked use-case portfolio
- 90-day adoption roadmap
Data Cleanup & Migration
Profile, transform, validate, and move a defined dataset into its approved destination.
- One migration path
- Validation rules
- Reconciliation summary
AI Lead Response & Booking
Capture new inquiries, prepare a tailored response, and route qualified next steps with human approval.
- One intake workflow
- Up to two integrations
- Approval checkpoint
CRM / LMS Workflow Integration
Align lifecycle fields, events, and reporting between supported CRM or learning systems.
- Two supported platforms
- Mapping and testing
- Handoff documentation
AI Policy & Governance Starter
Establish practical rules for approved use, review, data handling, escalation, accountability, and change control.
- Acceptable-use framework
- Risk and approval matrix
- Governance workshop
AI Knowledge Assistant
A focused assistant grounded in one approved knowledge source, with access rules and uncertain-answer routing.
- One approved source
- Source-aware answers where supported
- Team onboarding
Premium Corporate Website
A conversion-ready corporate website with premium art direction, responsive behavior, SEO foundations, and inquiry routing.
- Up to ten core pages
- Responsive design system
- Analytics and form setup
Data Governance & KPI Architecture
Define the metric layer, ownership model, quality controls, and executive reporting standard.
- KPI dictionary
- Ownership framework
- Governance playbook
Customer Support AI
A knowledge-grounded support workflow that prepares replies, routes uncertainty, and preserves escalation paths.
- One approved knowledge base
- Ticket triage
- Human escalation
Enterprise AI Search & RAG Foundation
Create a permission-aware search and retrieval foundation across approved organizational knowledge.
- Source ingestion and indexing
- Grounded answer experience
- Access and citation design
Executive Intelligence Platform
A connected executive reporting layer that brings operational metrics, trends, and action views together.
- Multi-view dashboard
- Defined refresh process
- Leadership training
AI Document Intelligence Pilot
Extract, classify, validate, and route information from a defined family of forms, files, or case documents.
- Document schema and extraction
- Confidence and exception rules
- Reviewed downstream handoff
Workflow Automation Program
Automate a defined operational process across multiple steps, systems, approvals, and exceptions.
- Multi-step workflow
- Up to four integrations
- Monitoring and runbook
AI Analytics Copilot
Give approved users a guided way to explore governed metrics, explain changes, and prepare decision context.
- Governed semantic layer
- Role-aware analytical prompts
- Evaluation and usage guidance
AI Workflow & Agent System
A governed agent system around an approved business role, with tools, checkpoints, evaluation, and team training.
- One agent role
- Approved tools and sources
- Scenario evaluation
AI Evaluation & Quality Harness
Measure an AI workflow against defined scenarios, expected behavior, groundedness, safety rules, and regression thresholds.
- Evaluation dataset
- Quality and risk scorecard
- Release acceptance gates
Custom Client / Member Portal
A secure branded workspace for clients or members, with role-aware information and defined workflows.
- Role-based access
- Core portal journeys
- One supported integration
AI Proposal & Knowledge Workspace
Organize approved source material into a controlled workspace for research, drafting, review, and reusable knowledge.
- Source and template library
- Draft-review workflow
- Permissions and audit trail
Enterprise Data Warehouse Foundation
A governed analytics foundation with modeled data, ingestion patterns, quality controls, and documentation.
- Core data model
- Initial pipelines
- Data quality checks
AI Contact Center Assistant
Support service teams with controlled knowledge retrieval, conversation summaries, next-step guidance, and escalation.
- Agent-assist workspace
- CRM or ticketing integration
- Quality monitoring and training
Custom CRM / Operations Platform
A purpose-built operational system around defined records, permissions, stages, reporting, and integrations.
- Core data model
- Role-aware workflows
- Operational reporting
Embedded Analytics Platform
Customer- or staff-facing analytics embedded into a secure application experience.
- Role-aware views
- Embedded visual layer
- Access and refresh design
Secure Enterprise Web Application
A production-grade web application with secure architecture, permissions, testing, and documented handoff.
- Application architecture
- Identity and permissions
- Deployment documentation
Multimodal Knowledge Operations
Unify text, scanned documents, images, and structured records into a governed review and decision workflow.
- Multiformat ingestion
- Human validation workspace
- Search, routing, and reporting
Multi-Agent Operations System
Coordinate specialized AI agents across a bounded operating process with explicit tools, handoffs, and human control.
- Multiple defined agent roles
- Tool and handoff orchestration
- Evaluation, monitoring, and runbook
Multi-Tenant SaaS Platform
A multi-organization platform foundation with tenant boundaries, billing-ready architecture, and administration.
- Tenant isolation
- Administration layer
- Release foundation
Enterprise Integration & API Fabric
A managed integration layer for critical systems, with canonical models, observability, and operating ownership.
- API and event architecture
- Monitoring and error handling
- Operations runbook
Data Modernization Program
Modernize a fragmented reporting environment through architecture, migration, pipelines, governance, and adoption.
- Modern data foundation
- Migration and validation
- Executive reporting
Enterprise AI Governance & Enablement
Stand up the operating model, approved patterns, evaluation standards, training, and oversight needed to scale AI responsibly.
- Governance and risk operating model
- Approved solution patterns
- Evaluation, training, and adoption
AI Operations Platform
Deploy governed AI-enabled workflows across approved knowledge, documents, systems, and human approval gates.
- Agent and workflow environment
- Role-based access
- Governance and training
Enterprise Digital Transformation
Redesign a cross-functional operating environment spanning process, software, data, integrations, and adoption.
- Discovery and architecture
- Application modernization
- Operational transition
Enterprise Data & Automation Program
Unify data pipelines, enterprise integrations, operational automation, monitoring, and executive intelligence.
- Warehouse or lakehouse foundation
- ETL / ELT and APIs
- Automation and governance
Mission Systems Modernization Program
Modernize a legacy workflow or departmental system with secure engineering, migration, documentation, and transition.
- Legacy discovery and migration
- Secure application delivery
- Training and transition
Enterprise Intelligence & Command Platform
A multi-department operating environment combining data, applications, integrations, analytics, automation, knowledge, and control.
- Multi-system architecture
- Executive and operator views
- Auditability and post-launch support
Prices are starting fees in USD for the stated scope. Final scope, fee, schedule, and acceptance criteria are confirmed in writing. Hosting, third-party subscriptions, model usage, travel, taxes, ongoing support, and work outside scope are separate. Defensive security work requires written authorization and an agreed scope.
Choose a starting point that can prove value—and scale from there.
Discuss your projectPULSAR TECHNOLOGY LLC · AVIZ DATA LLC DBA
One company. Twenty focused applications.
AVIZ DATA LLC also does business as Pulsar Technology LLC for select engagements and owns and develops the Pulsar Technology product family—software created for public-sector opportunity intelligence, connected operations, compliance readiness, and business communications.
AVIZ DATA LLC · DOING BUSINESS AS
Pulsar Technology LLCBrother-owned · Founder-led
Pulsar Technology LLCBrother-owned · Founder-led
BidPulsarFind and assess public-sector opportunities in one focused workspace.
AVIZ DATA softwareExplore
SAM PulsarMake SAM.gov readiness and federal contracting setup easier to organize.
AVIZ DATA softwareExplore
NAICS PulsarFind and understand industry codes using official NAICS language.
AVIZ DATA softwareExplore
ContractPulsarCoordinate public-sector pursuits from source review to submission preparation.
AVIZ DATA softwareExplore
LeadPulsarGive every Facebook lead a clear next step.
AVIZ DATA softwareExplore
FreightPulsarLearn the DoD freight bidding workflow with practical training and guides.
AVIZ DATA softwareExplore
Capability PulsarBuild a polished capability statement from your company information.
AVIZ DATA softwareExplore
Pulsar AtlasA focused AI workspace for research, writing, and analysis.
AVIZ DATA softwareExplore
Pulsar PilotGuide visitors through a website or app with an on-brand AI assistant.
AVIZ DATA softwareExplore
Pulsar PortalsBring client interactions into a branded, connected workspace.
AVIZ DATA softwareExplore
Pulsar HomeThoughtful local-first control for a connected home.
AVIZ DATA softwareExplore
Pulsar BridgeA developing concept for connecting systems and workflows.
AVIZ DATA softwareExplore
CRM PulsarA developing workspace for customer relationships and operations.
AVIZ DATA softwareExplore
FBP OneA private client workspace for Federal Bid Partners engagements.
AVIZ DATA softwareExplore
CMMC PulsarOrganize CMMC readiness, evidence, and review in one workspace.
AVIZ DATA softwareExplore
SignPulsarCreate consistent, branded email signatures across a team.
AVIZ DATA softwareExplore
CheckrA developing concept for clearer review and check workflows.
AVIZ DATA softwareExplore
Press1Design, test, and prepare business phone experiences.
AVIZ DATA softwareExplore
PulsarVoxTurn written content into polished, reusable audio.
AVIZ DATA softwareExplore
Text BluA developing direction for business text communication.
AVIZ DATA softwareExplore
20-product ecosystemOne engineering standard · Multiple mission workflows
Pulsar Technology LLC is the name under which AVIZ DATA LLC presents and develops the Pulsar Technology product family, demonstrating reusable software engineering, product design, AI, integration, and mission-workflow capability.
Explore the complete portfolio