Services
We build the systems that let AI
do useful work.
Three lines of work, equal in weight: connecting the tools you already run, surfacing your business in dashboards you can trust, and deploying agents that handle the busywork with guardrails. They aren’t separate businesses; they roll up into the Motive AI Core™, the secure foundation underneath all of it.
Integration
Data Integration & Unification
Your data is spread across an ERP, a CRM, spreadsheets, and SaaS tools that don’t talk to each other. You are not short on data. You are short on access to it.
We connect your systems of record into one source of truth: reconciled, queryable, and safe to build on. It is the first thing we do in every engagement, and the foundation the Motive AI Core provides.
Systems we connect
- SQL databases
- ERP + inventory + pricing systems
- CRM and service-management tools
- Accounting systems
- Industry-specific systems of record
- Documents and SaaS APIs
Sample use cases
- Cross-system reconciliation: surface where two systems disagree
- Replacing failing middleware between shop-floor and accounting
- Unifying marketing and revenue data
- Making an ERP’s data reachable in plain language
- Legacy modernization: wrapping or retiring aging systems as a use case, not a rebuild
Controls
- On-network connections where required
- Read-only by default
- Guardrails and audit trails
- Motive Appliance or Virtual Motive Appliance hosting
Dashboards
Operational Dashboards & Decision Intelligence
Leadership can’t see what’s happening without someone manually pulling numbers. By the time you see a problem, it’s already a fire.
Role-based dashboards that read directly off your unified data and update without manual chase-down, plus natural-language querying, so anyone can ask a question in plain English and get a trustworthy answer. Some of what we deliver here uses no AI at all: it is decision intelligence first, and AI is an enhancement, not a prerequisite.
Systems we connect
- The unified data foundation (the Core)
- ERP, inventory, and finance systems
- Everyday tools your team already opens (via MCP)
Sample use cases
- Executive, sales, finance, and inventory dashboards
- Late-order and inventory-mismatch alerts
- Natural-language “ask your business a question” querying
Controls
- Role-based permissions
- Data boundaries
- Audit trail
- Human-reviewable outputs
Agents
AI Agents & Workflow Automation
Your team burns hours on repetitive judgment work: reading notes, drafting quotes, reconciling accounts, triaging exceptions.
Practical AI agents that handle defined busywork, grounded on the Core’s unified data, with guardrails: approved actions only, full logs, and human review where it matters.
Systems we connect
- The unified data foundation (the Core)
- Systems of record the agent is approved to act in
- Document sources and inboxes
Sample use cases
- Parsing freeform technician notes into a status-sorted daily operations brief
- Automated cross-system reconciliation
- A sales-assistant agent that reasons over product, inventory, and pricing to help a new rep quote correctly
- Document-intake and exception agents
Controls
- Approved-system actions only
- Complete audit logs
- Human-in-the-loop review
This is where we build most actively today, so we hold the line on what’s shipped versus what’s next. The daily operations brief is delivered and running; other agents describe the kind of work we build, not a catalog of finished deployments. For sensitive data, Motive Airlock removes the categories you define before anything reaches an outside model. It’s part of the Core roadmap, described honestly as scoped, not yet shipped.
How they fit together
One foundation.
Everything reads from it.
The Motive AI Core™ is the secure foundation underneath the work. It connects your systems, reconciles the relationships between your data, and gives dashboards, applications, and agents one trusted place to reason from. We build the foundation first, because every capability we add reads from it and gets better over time. It runs on a Motive Appliance on your premises, or as a Virtual Motive Appliance we host for you.