Reuse established capabilities
Select standard product modules, established work nodes, connectors, domain rules, models and tools for the product scope.
DEPLOYMENT & ACTIVATION
Assemble mature products for your business on VIF
Start with a mature product. Reuse, configure and orchestrate established work nodes on VIF, and assemble them with your data, knowledge, models, domain rules and system interfaces. Acceptance, activation, ongoing operation and versioned upgrades keep the product evolving with your business.
ASSEMBLY ON VIF
Connect established work nodes with your business environment
VIF provides shared operation, evidence, access, quality and version mechanisms. Products supply mature functions and node compositions. Deployment selects and orchestrates nodes, prepares data and knowledge, adapts models and connects systems, creating a customer product release that can be operated, managed, traced and continuously upgraded.
VIFShared infrastructure throughout assembly, operation and upgrades
- 01
Mature products & nodes
Choose a standard product, validated modules and established Work Nodes for the agreed scope.
- 02
Customer environment
Connect data and systems; configure knowledge, domain rules, model routing, workflows and human collaboration.
- 03
Customer product release
Bind product, VIF, node, model and configuration versions; accept, activate, operate and upgrade.
Configure for the customer
Configure node parameters, model routing, workflows, thresholds and handoff for the organization, data, knowledge, procedures and systems.
Develop reusable capabilities
Extend or train capabilities for new actions, domain rules or data conditions. After validation, incorporate them into reusable nodes or product versions.
DEPLOYMENT OPTIONS
Fit deployment to your site and systems
Choose the deployment combination and implementation plan for the product, data, network and operating requirements.
Private deployment
Deploy in your own or designated environment, connect internal data and systems, and configure access and operations to organizational requirements.
Cloud deployment
Configure cloud applications and model services for the agreed scope, including networking, access, data location and operating resources.
Edge and cloud
Connect cameras, equipment and sensors on site; allocate edge inference and central management to latency, network and compute requirements.
STEP 01
Product & scope agreement
Select a mature product, standard modules and work nodes. Agree on customer workflows, configuration scope, extensions and acceptance criteria.
Your participation
Nominate a business contact and describe the problem and available materials.
What you receive
Product version and scope, node assembly inventory, acceptance criteria and a readiness plan.
STEP 02
Data connection & assembly
Reuse, configure and orchestrate established work nodes on VIF. Connect customer data and systems, and assemble knowledge and RAG, domain rules, permissions and business workflows.
Your participation
Confirm data authorization and coordinate IT, site connections and domain knowledge.
What you receive
Data and knowledge assets, configured nodes and workflows, system interfaces and assembly version records.
STEP 03
Model adaptation & training
Select models, rules and tools from the capability library for each node’s task. Improve retrieval and outcomes, and fine-tune or train specialized vision, action or time-series capabilities where needed.
Your participation
Domain experts validate sample standards, difficult cases and outcome criteria.
What you receive
Node capability configuration, model and tool versions, specialized training assets and independent evaluations.
STEP 04
Acceptance & activation
Bind product, VIF, node and customer configuration versions in one release manifest. Complete integration, quality and operating acceptance, user training and activation.
Your participation
Accept against agreed criteria and arrange users and operating ownership.
What you receive
Customer product release manifest, acceptance records, operating guides, monitoring and rollback plans.
STEP 05
Operation & continuous evolution
Use the VIF evolution engine to collect feedback and difficult cases, update knowledge, models and work nodes, and release regression-tested upgrades. Retain reusable improvements in the foundation and products.
Your participation
Share usage feedback and review business changes and improvement goals.
What you receive
Operating reports, evolution plans, regression evaluations and reversible releases.
CONTINUOUS EVOLUTION
Deployment starts a continuing cycle of improvement
Evolution spans knowledge, models, workflows and product versions. Business changes and operating reviews inform a continuing improvement plan, turning experience into the next capability.
Collect feedback
Connect usage, corrections, difficult cases and outcomes to inform the next improvement cycle.
Update knowledge and intelligence
Maintain knowledge and data assets; improve models, specialized training, rules and workflows.
Evaluate and release
Compare with the baseline, run regression and environment tests, approve releases and retain rollback paths.
Verify business outcomes
Track quality, efficiency, cost and feedback after release to guide the next product and application upgrade.
A VERSIONED PRODUCT RELEASE
Receive a product release that can be maintained and upgraded
One release manifest binds the standard product, VIF, established nodes and customer assets. Later knowledge, model and node upgrades can identify their impact and run the appropriate regression checks.
Product & node inventory
Standard product versions, modules, established nodes, domain rules and the agreed extensions.
Assets & configuration
Versions and dependencies for VIF, data, knowledge, models, tools, interfaces, workflows and access.
Operation & upgrade plan
Acceptance and regression records, monitoring, operating ownership, rollback paths and continuous evolution.
READINESS
Assess readiness for the agreed scope
Readiness identifies the preparation needed for this implementation. You provide goals, available materials and interface information; we work together on data, annotation, knowledge and necessary training.
Define the task
Business goals, current workflow, key roles and correct outcomes.
Prepare together
Data authorization, system connections, domain knowledge and site coordination.
Accept the agreed scope
Quality metrics, deployment constraints, handover and operating arrangements.
LET’S TALK
Start with one concrete task
Tell us the goal and current conditions to identify product fit, scope and delivery.