Inventive Intelligence

Turn data into decisions—and AI into dependable work.

Inventive Intelligence is the Business Analytics and AI practice of Inventive Technologies. We help government and commercial organizations understand performance, predict outcomes, automate workflows, and integrate responsible AI into the systems that support their mission. Capabilities are available through managed AI and software services or as custom, outsourced design and integration engagements.

Business analyticsPredictive modelingAI workflows & agentsResponsible integration

Services

Specific capabilities across the analytics and AI lifecycle.

Engagements can begin with a focused assessment or pilot and extend through engineering, integration, governance, deployment, and improvement.

01

Business Analytics, Data Exploration & Reporting

Create a trustworthy view of performance and the decisions that drive it.

  • Business-question framing, KPI design, and measurement strategy
  • AI-supported business and data analytics across operational, customer, financial, and program data
  • Data assessment for quality, readiness, lineage, and gaps
  • Data exploration, visualization, scenario analysis, and complex data-science analyses
  • Automated business analysis reports plus AI-enabled database and data management
02

Predictive Modeling & Applied Data Science

Use historical and current data to anticipate outcomes, risks, and opportunities.

  • Forecasting, regression, classification, risk scoring, and rating models
  • AI-supported insurer rating calculations and insurance risk analytics
  • Segmentation, pattern discovery, and anomaly detection
  • Feature engineering, data-science model development, and model comparison
  • Custom algorithms for customer, campaign, and digital advertising analytics
03

AI Strategy & Use-Case Design

Select AI opportunities according to business value, feasibility, risk, and readiness.

  • AI opportunity assessment and use-case portfolio design
  • Workflow, stakeholder, data, and control mapping
  • Build, buy, or integrate analysis
  • Pilot scope, success measures, and adoption planning
  • AI architecture and implementation roadmaps
04

AI Workflows & Intelligent Automation

Combine AI, business rules, systems, and human review into dependable workflows.

  • Custom algorithm design and implementation within dataflows
  • AI workflow design and process orchestration
  • Tool-enabled automation across APIs, databases, and business systems
  • Human approval, escalation, and exception-handling patterns
  • Workflow logging, monitoring, and performance measurement
05

AI Agents & Knowledge Solutions

Build focused AI systems that analyze data, interact with people, use tools, and assist with work.

  • Customer, employee, and mission knowledge assistants
  • Retrieval-augmented generation using governed information sources
  • Task-oriented agents and agentic system design
  • Secure tool access, guardrails, and permission boundaries
  • Prompt, retrieval, and end-to-end agent evaluation
06

Custom AI Software, Models & Operations

Design, build, integrate, and operate AI software and models for controlled, maintainable business use.

  • Outsourced custom AI and computer software design and development
  • Machine-learning and data-science model development and evaluation
  • Computer model creation, integration, and deployment
  • AI software architecture and integration with existing applications and databases
  • Production monitoring, drift detection, and improvement planning

Available delivery models

The right operating model for the work.

Inventive Intelligence services can be structured for recurring access, a managed capability, or a custom engagement that fits the client’s environment and objectives.

01

AI as a Service (AIaaS)

Managed AI-powered analytics, algorithms, models, data exploration, database management, and workflows that can be accessed as a service.

02

Software as a Service (SaaS)

Hosted AI software for recurring business analysis, reporting, scoring, decision support, and human-facing workflows.

03

Outsourced AI software design

Custom AI software, algorithms, models, dataflows, and integrations designed and developed on a client’s behalf.

Connected across Inventive

AI does not operate as a separate technology island.

Inventive Intelligence draws on the other lines of business within Inventive Technologies so that analytics and AI solutions fit the environment in which they must perform.

01

Secure Infrastructure & Cloud

Provides the dependable environments, data platforms, connectivity, resilience, and observability that analytics and AI require.

02

Cybersecurity & Information Assurance

Protects data, identities, models, integrations, and AI workflows through risk-based controls, assessment, and governance.

03

Software & Modernization

Embeds analytics, models, assistants, and automated decisions into the applications and processes people already use.

04

Architecture, Governance & Quality

Aligns AI investments with enterprise direction while establishing evaluation, documentation, lifecycle controls, and quality gates.

Why Inventive Intelligence

Advanced methods, grounded in operating reality.

Our discriminator is not access to a particular AI tool. It is the ability to connect the business problem, the data, the technology environment, the risk, and the people responsible for the outcome.

01

Business question first

We begin with the decision, workflow, constraint, and measurable outcome—then select analytics, automation, or AI that fits.

02

Connected delivery

Data, infrastructure, cybersecurity, software, architecture, and AI are designed as interdependent parts of one operating solution.

03

Control built in

Security boundaries, approved data, human review, evaluation, traceability, and governance are considered from the beginning.

04

Practical path to production

We define a useful first implementation, validate it against real work, and design for integration, adoption, monitoring, and change.

A disciplined delivery path

Start focused. Prove value. Build for responsible use.

01

Discover

Define the decision, workflow, stakeholders, data, risk, and desired business outcome.

02

Prepare

Assess readiness, design the solution and controls, and establish measurable success criteria.

03

Pilot

Build the smallest useful implementation and evaluate it against representative work.

04

Integrate & improve

Connect it to operations, monitor performance, support adoption, and refine it with evidence.

Put Inventive Intelligence to work

Bring us the decision, workflow, or data challenge.

Request Inventive Intelligence services