A clearer cash picture.
Bring receipts, costs and timing into a planning view. Compare assumptions, see what changes and keep the source of each number visible.
Try the browser exampleOPCELERATE FINANCE · SHERWOOD PARK
Make your
numbers
work together.
Less chasing spreadsheets. More time to understand your business. Explore applications, API connections and tools built around the way your team works.
Let’s talk about your workflowWith Andrés in Sherwood Park.
An imagined room. Real software conversations.
Screen content is illustrative, not live client data.
BUILT AROUND THE QUESTION
What do you
need to see?
For owners, operations teams and finance staff. Start with one useful view, then agree the data, connections and controls it needs.
One useful reporting view.
A place to review invoices, compare budgets with actuals or follow project costs. Design around the decisions your team makes, with drill-downs to the records behind them.
Discuss your reporting needsLess copying. Clearer handoffs.
Scope tools that prepare summaries, flag missing information or draft follow-ups. Keep approvals and responsibility visible before anything is sent or changed.
Explore the MCP approachChoose a use case to discuss. Each project starts with an agreed scope, data sources and deliverables.
TRY IT IN YOUR BROWSER
Change an assumption.
See the difference.
A simple six-month cash-flow example. The same monthly receipts and costs repeat each month; it is a calculation, not a forecast.
SIX-MONTH VIEW / BROWSER DEMO
Illustrative closing cash · month 6$49,000.00Monthly change: $4,000.00. Starting cash: $25,000.00.
Amounts stay in this page’s memory. No bank, accounting API or AI model is connected. Use sample values; this view omits taxes, interest and payment timing.
See the calculation month by month
Swipe across the table to see all columns.
| Month | Opening | Receipts | Costs | Closing |
|---|
API INTEGRATION DESIGN
The systems you use.
A better connection.
Start with your existing tools. We can explore what their APIs allow, how access is granted and what a useful first integration should do.
EXAMPLE ARCHITECTURE / NOT CONNECTED
Your approved source
Accounting records, payment reports or an agreed export.
A scoped connection
Authentication, limited access, field mapping and visible failure handling.
Your application
A reporting view or draft workflow that your team can inspect.
Accounting & reconciliation
Explore invoice, expense and reporting workflows using the APIs available for your accounting system, or begin with an agreed export.
QuickBooks Online developer documentation ↗Example platform to assess. No partnership or working connection is implied.Payments & revenue operations
Plan a view of payment and billing records, with a clear way to handle missing events, duplicates and reconciliation questions.
Stripe API documentation ↗Implementation depends on your account access and the agreed scope.Your existing internal tools
Review documented APIs, databases or file exports already available to your team. Agree what is read, stored and updated before connecting anything.
Bring your workflow to the conversation ↗MODEL CONTEXT PROTOCOL / MCP
Give the assistant
a well-defined tool.
MCP lets an application expose tools and context to an AI assistant. The useful work is in choosing the task, designing the tool and making its boundaries clear.
Connect the task to the right information.
We can scope an MCP server or adapter around approved finance sources: read a summary, prepare a report or draft a follow-up for review.
Our approach starts with limited access, explicit inputs and outputs, visible errors, and a human decision before a consequential change. A tool connection alone does not make a workflow reliable.
Read the official MCP architecture ↗GUIDED EXAMPLE · FIXED SAMPLE DATA
- 01 / Scope
- 02 / Read
- 03 / Draft
- 04 / Review
A small tool. A clear purpose.
Walk through an illustrative invoice-summary workflow, one step at a time.
Ready to exploreThis is a scripted explanation. No MCP server or AI agent runs here, and nothing is sent or changed.
A PRACTICAL FIRST PROJECT
One workflow.
Then the next.
Work with Andrés to define the problem, build a small example and decide what belongs in a usable application.
- 01 / UNDERSTAND
Show us the task.
What takes time? What decision needs better information? Start with your workflow and the tools you already have.
- 02 / SCOPE
Agree the boundaries.
Confirm the data, account permissions, expected output and responsibilities. Agree deliverables and pricing before work begins.
- 03 / PROTOTYPE
Make it inspectable.
Use sample or approved data to try the interface and logic. Test missing records, errors and the handoff to your team.
- 04 / REVIEW
Decide what goes live.
Review the result together, document how it works and plan support. Connections go live only within the agreed project.
A FEW USEFUL ANSWERS
Before
we connect.
Are these working integrations?
The room screens and connection map are illustrative. The cash-flow calculator works locally, and the MCP walkthrough is scripted. Real integrations are scoped, built and tested separately with approved access.
Can we start without sharing account access?
Yes. We can first discuss the workflow, use sample records and define the interface. Any later account access, storage or external service use is agreed as part of the project.
Is this a financial advice or trading service?
This section is about software applications and workflow design. Financial, accounting and investment decisions stay with your team and the professionals you choose.
What does a project cost?
That depends on the workflow, data sources, access requirements and support needs. We agree the scope, deliverables and costs with you before work starts.
SHERWOOD PARK · ALBERTA
Bring the workflow.
Let’s make it clearer.
An application, a reporting problem or a tool connection. Let’s find a useful place to start.
Talk with AndrésFree 30 minutes · In person, phone or video