Bring the problem, we’ll design the solution
Bring a business goal, idea, or workflow at its limits. We work through the architecture and trade-offs, then handle implementation.
Explore what we buildOur 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.
Bring a business goal, idea, or workflow at its limits. We work through the architecture and trade-offs, then handle implementation.
Explore what we buildReplace complex logic and duplicate jobs with reusable patterns that preserve business results and support growth.
Explore migrationsUse 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 sets scope, timing, acceptance, and a fixed price. Agree changes before extra work begins.
Keep building with AI. For larger projects, agree extra Mage delivery time, shared priorities, scope, and price.
Review your Mage agreement with us to confirm included services, available support, and any extra scope before you commit.
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 your sources, prepare data, and validate the workflow. Operation and support follow our scope.
Your team
Bring your business knowledge. Use AI to explore data, create reports and charts, and check results.
Self-service
Describe a workflow or change. Build it with AI on connected data, with access 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!
Automate recurring work that drives revenue, meets deadlines, and gives your team time back.
Reconcile client closes. Cut spreadsheet assembly.
Match ads to orders. Get delivery bill-ready.
Review material shortages. Keep program reports current.
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.
Track contract changes. Prepare delivery evidence.
Attach delivery evidence. Get shipments bill-ready.
Explain sales payouts. Resolve cash differences.
See student progress. Focus teacher support.
Connect employer records. Prepare renewals and forecasts.
Match bills and payments. Keep exceptions visible.
Connect site telemetry. See current asset data.
Resolve billing gaps. Keep billing on time.
Automate finance prep. Give your team time back.
Prepare client reports. Reconcile account data.
Link outcomes to records. Prepare funder reports.
Prepare patient records. Resolve intake gaps.
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.
See campaign performance. Guide the next budget.
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.
Understand loan profitability. Plan budgets and cash flow.
Keep stock reviews current. Resolve order holds.
Prepare student reports. Find gaps before filing.
Connect commercial reporting. Reconcile data and spot changes.
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.
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.