Build something new.
Starting point
No suitable tool
A critical process without a home.Working solution
A purpose-built application
The workflows, decisions, and visibility you need.RequestsDecisionsProgress
Clarity in complexity.
We design and build AI, automation, and advanced software for complex operational problems.
The work around the work.
Too many teams spend time moving information, checking records, and working around software.
vision42 identifies the operational bottlenecks and builds custom AI, automation, or applications to address them.
- Information entered twice.
- Critical work managed in spreadsheets.
- Decisions waiting on manual review.
- Software that no longer fits.
- Growth that depends on more administration.
- AI opportunities without a practical plan.
Build. Replace.
Improve.
A new application. A better replacement for an expensive process. Or an existing system that works harder. We start with the problem.
Replace something inefficient.
Starting point
Workarounds everywhere
Spreadsheets. Re-entry. Approval emails.Working solution
A simpler way to operate
Structured work. Consistent rules. Clear exceptions.IntakeValidationExecution
Improve what already exists.
Starting point
Good systems. Manual effort.
Useful software surrounded by repetitive work.Working solution
More capable operations
Automation and intelligence where they add value.Existing toolsIntelligenceAction
Built for your operations.
Our work combines the capabilities a problem needs. These are starting points for a conversation, not predefined products.
Intelligent Workflow Automation
Turn repetitive tasks and manual handoffs into dependable workflows, with clear rules and human review where it matters.
Custom AI Applications & Tools
Build the internal tools, operational applications, and AI-powered software your business needs when existing products do not fit.
AI Agents & Decision Systems
Help teams classify information, process documents, analyze records, and carry out defined tasks with appropriate oversight.
Business Systems Modernization
Replace outdated processes and improve business applications so they support how your organization needs to operate.
What this could look like.
Three illustrative applications. Three different starting points. The same focus on making work better.
Build
A purpose-built operations app.
When spreadsheets and email become the operating system, a custom application can give teams one place to manage requests, decisions, responsibilities, and progress.
Explore the application : A purpose-built operations app.Workspace / RequestsActivity recorded
Keep work moving.Team workspace
RequestOwnerStatus
New supplier onboardingRequired information receivedOperationsReady for review
Purchase approvalBudget check completeFinanceApproval needed
Service requestAssigned to the right teamDeliveryIn progress
A clear next stepPurchase approval
Review the request and supporting information before authorizing the next action.
Checks complete
Waiting for your decision
Waiting for your decision
Replace
A simpler approval process.
Replace repeated checks, approval emails, and re-entry with structured intake, consistent business rules, and a clear route for exceptions.
Explore the application : A simpler approval process.The work around a request
Email arrivesUpdate spreadsheetChase approvalEnter it again
Repeated entry. Unclear ownership. More follow-up.
A workflow that moves it forward
- Structured intakeCollect what is needed
- Consistent checksApply agreed business rules
- Controlled executionApprove and record the action
Something needs attention?Route the exception to a person.
Improve
AI-assisted document review.
Help an existing operation extract information, check it against agreed criteria, and route uncertain cases to the right person.
Explore the application : AI-assisted document review.Supplier request
Supporting information
- Request type
- New supplier
- Supporting document
- Registration received
- Payment details
- Confirmation required
“Please confirm the payment details before processing.”
Information, made actionable.
- Understand
- Classify the request and extract relevant information.
- Check
- Compare evidence with your agreed criteria.
- Review
- Payment details need a person’s confirmation.
Human approvalbefore the next action.
Define value.
Measure it.
Agree what better looks like. Establish a baseline. Compare results after deployment.
The measures depend on the process and the business.
- Less manual work
- Staff time required to complete a processTime per task
- Lower operating costs
- Cost per completed task, including ongoing technology costsCost to operate
- Better throughput
- Completion volume, turnaround time, and bottlenecksFlow of work
- Fewer errors
- Exceptions, corrections, and repeated workQuality of execution
- Time returned to people
- Capacity redirected toward higher-value responsibilitiesTeam capacity
- Better technology ROI
- Measured benefit against delivery and operating costsBusiness value
From discovery
to daily use.
We stay close to the problem throughout delivery. Each engagement is scoped around the opportunity, constraints, and level of certainty.
Discover
Understand the operation, identify the bottleneck, and assess feasibility, expected value, and technical constraints.
Design
Translate the opportunity into a practical solution, clear priorities, and an implementation plan.
Build
Develop the software, automation, and integrations the solution requires, with reliability considered throughout.
Deploy
Validate the solution, establish appropriate controls, and help introduce it into day-to-day operations.
Measure
Evaluate the agreed outcomes and identify practical improvements as the system is used.
Discovery and implementation can be scoped separately. The process adapts to the work.
The founders
stay close.
Work directly with technical founders who connect business decisions with the engineering needed to deliver them.
Meet vision42- Strategy connected to delivery.
- The people assessing the opportunity remain involved in building the solution.
- Built around your business.
- The scope follows your needs, workflows, and constraints.
- Practical engineering judgment.
- Technology choices account for reliability, maintainability, operating costs, and measurable value.
Have a challenge worth solving?
Tell us what you want to build, what is slowing you down, or what needs to work better. We can help you explore a practical next step.