Bring the problem. We’ll design the solution.
Start with a business goal, an unfinished idea, or a workflow that has hit its limits. We work through the architecture and trade-offs, then handle the implementation.
Explore what we buildSolutions
Our team spends too much time chasing records, rebuilding reports, and moving work between systems. Can you automate one workflow so we can handle more volume?
Mage
Yes. We’ll build the foundation and get your team started.
Then explore, create, and automate with AI.
What we do
We build your first solution and connect the data it needs. Your team can then use AI to ask questions, create reports, and make changes themselves.
Start with a business goal, an unfinished idea, or a workflow that has hit its limits. We work through the architecture and trade-offs, then handle the implementation.
Explore what we buildUntangle complex logic, replace duplicated jobs with reusable patterns, and design for growth. We preserve the business result while improving how the system delivers it.
Explore migrationsDescribe what you need. Use AI to explore questions, create reports, and build workflows with your connected data and business rules.
Choose a recurring job that delays revenue, consumes your team’s time, or puts a deadline at risk; we build the workflow and agree how to measure the result.
Give finance teams capacity backAutomate account reconciliation and recurring reports so finance can review exceptions as transaction volume grows.
Keep loans moving toward closingConnect loan status, conditions and follow-ups so lending teams can find delays and route the next action to its owner.
Get completed work ready to billMatch completed work to billing records so delivery, service and advertising teams can resolve gaps before invoicing.
Meet the next operating deadlineKeep payroll inputs, campaign files and required reports current so teams can resolve missing records before cutoff.
Customer case study
One solar company needed bulk and near-real-time Salesforce sync. We built a reusable framework for daily snapshots, incremental changes, and consistent business views.
200+
objects in scope
Bulk sync
Process objects together to refresh large datasets sooner.
Realtime sync
Capture changes between full snapshots.
Daily snapshots
Keep a point-in-time record for each day.
Incremental updates
Append fresh changes to a separate table.
Unified current view
Combine the latest snapshot with incremental changes for a consistent business view.
Process hundreds of objects at once to deliver reliable, relevant, and timely data to your clients, preserve history, and keep new workloads moving through the same reusable framework.
You define the business goal and what a useful result looks like. We build and validate the foundation, then show your team how to use AI to work with it themselves.
Define the scopeWe turn your goal into an architecture and delivery plan, defining the sources, business rules, scale, and success criteria before implementation.
Build the workflowWe build reusable models and workflows with concurrent execution, incremental processing, and dependency management for your workload.
Check the resultWe validate business rules, source coverage, and refresh timing, resolving gaps with your team before the workflow is approved for release.
Approve the launchYour team reviews the result and approves launch. We show you how to self-serve with AI, with clear access, review, and ongoing support responsibilities.
Start with a defined project or discuss ongoing capacity. We document deliverables, acceptance criteria, timing, and price in a statement of work before implementation begins.
A statement of work defines the deliverables, timing, acceptance criteria, and fixed price, with any scope changes discussed before additional work begins.
Your team can keep building with AI. For larger implementation needs, agree additional Mage delivery time, priorities, scope, and price.
We review your existing Mage agreement together, confirming which services are included, what support is available, and where additional scope is needed before you commit to more work.
Use AI to work directly with your connected data: ask questions, create reports and charts, build workflows, and automate recurring tasks. Your team can do it themselves, with shared definitions, permissions, and review controls.
Runs where you need it
Team spaces
Access you control
Mage
We connect the agreed sources, prepare the data, and validate the first workflow. Ongoing operation and support follow the scope we agree with you.
Your team
Bring your business knowledge. Ask AI to explore your data, create reports and charts, and help you check the results.
Self-service
Describe the workflow, rule change, or task you need. Use AI to build it on the same connected data, with permissions and approvals you control.
To accomplish these things efficiently, we need the data out of every system along the way, transformed and into the hands of the folks who are involved in the front to back process. That’s where Mage comes in!
Bring the idea, the bottleneck, or the system you wish you had. We’ll help you get started so your team can keep building and automating work with AI.
Find a workflow that moves revenue, meets a deadline, or gives your team time back.
Reconcile client closes. Cut spreadsheet assembly.
Match ads to orders. Get delivery bill-ready.
Check cargo documents. Keep handoffs moving.
Unblock customer imports. Keep go-lives moving.
Match sales and returns. Get statements ready.
Measure gaming contribution. Improve player retention.
Get mailing files ready. Keep campaigns on time.
Reconcile reporting data. Meet submission dates.
See project changes. Review cost and delays.
Attach delivery evidence. Get shipments bill-ready.
Explain sales payouts. Resolve cash differences.
Prepare student reports. Find gaps before filing.
Connect site telemetry. See current asset data.
Resolve billing gaps. Keep billing on time.
Automate finance prep. Give your team time back.
Link outcomes to records. Prepare funder reports.
Identify unpaid claims. Focus staff follow-up.
Grow stay and dining profit. Reconcile daily revenue.
Find missing commissions. Match carrier deposits.
Reconcile custodian data. Start each cycle ready.
Check e-billing files. Resolve rejected bills.
Keep loan queues current. Focus collections staff.
Find material shortages. Protect production plans.
Prepare port-call files. Find submission gaps.
Catch overspend early. Keep budgets on track.
Match hours and workers. Prepare required reports.
Spot stalled loan files. Keep loans moving.
Match production volumes. Resolve reporting gaps.
Explain settlement gaps. Match payouts to ledgers.
Match results to samples. Keep lab review moving.
Find stock and receipt gaps. Prepare replenishment.
Complete job tickets. Keep print jobs moving.
Match provider changes. Keep directories aligned.
Match program spending. Prepare required reports.
Find time and record gaps. Keep payroll on schedule.
Match usage to charges. Find gaps before billing.
Check meter readings. Keep billing on time.
Resolve order-data holds. Keep fulfillment moving.