Client stories

We have receipts.

A few of the systems, tools, and integrations we’ve built for our clients.

Check donations, without the re-keying.

Document processing & integration

We built automatic check recognition, a human review step, and a sync to Raiser’s Edge NXT. Staff verify the details instead of entering each gift and attaching its check image by hand.

See the gift-processing tool

Check images and extracted gift details in the review tool.

Targeting data, fast enough for an ad auction.

High-volume data services

We built a low-latency service that brings proprietary targeting data from AWS into an advertising exchange. Database and serving-layer choices were benchmarked against the workload, not guessed.

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A messenger robot delivering targeting data directly into an advertising-auction service.

Some more projects

15 projects

Modernizing a university directory without a complete blueprint.

Application modernization · Tufts University

We investigated a legacy application with limited documentation and worked with university stakeholders to rebuild the directory around their needs.

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Two university colleagues finding a contact in an open, tabbed directory.

Finding the early adopters in dental care.

Market research & data tools · Rheyo

We combined public evidence and practice research into an interactive report the team could keep exploring.

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Two researchers arranging dental-practice evidence, phone research, and map pins around a market map.

One platform for web, mobile, and partners.

Application modernization · ACP Decisions

We rebuilt a healthcare education platform around a shared API and automated the migration from its old database.

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A developer and a wheeled service robot distributing shared video content to web, mobile, and hospital systems.

Reporting across locations, without the CSV exports.

Integrations & reporting · Kushgroove

We connected separate AlpineIQ accounts to Snowflake and rebuilt the reports the team already used.

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A retail manager bringing reports from three stores into one shared reporting view.

A customer portal built around the operation.

Customer portal development · Valutrades

Onboarding, identity checks, deposits, and connected trading systems in a portal built for an international broker.

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An operations specialist handling identity verification and deposits in a connected client portal.

Finding relevant medical devices by meaning, not just keywords.

AI-assisted search · RightSubmission

An AI-assisted search tool that helps regulatory consultants find and review relevant FDA 510(k) documents.

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A spectacle-wearing research robot examining highlighted passages in medical-device documents.

Campaign previews without the screenshot routine.

Internal tools & automation · AdDaptive Intelligence

A private browser extension that places campaign creative on publisher sites and captures previews for account managers.

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An account manager placing campaign creative in a browser page while a small camera robot captures the preview.

A refreshed view of competitors’ prices.

Data collection & analysis · Kushgroove

A pipeline that collects public Dutchie storefront menus and standardizes pricing and promotions for comparison.

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A treaded crawler robot collecting storefront price and promotion cards into a comparison notebook.

Reporting without waiting on an engineer.

Data engineering & reporting · An affiliate marketing business · With Data Driven

We moved reporting into a dedicated Redshift pipeline and connected Looker so business users could answer their own questions.

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An analyst using an organized reporting warehouse to answer questions without engineering help.

Better accessibility. One coordinated release.

Application improvement · ACP Decisions

An application upgrade and accessibility improvements planned together, so customers only had to update their training once.

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Two colleagues using keyboard navigation, captions, and audio in a healthcare education application.

Targeting data at the speed of an ad auction.

Data integration · AdDaptive Intelligence

We benchmarked and built a low-latency serving layer to make proprietary targeting data available inside advertising exchanges.

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A messenger robot delivering targeting data directly into an advertising-auction service.

Hundreds of hours of data collection, automated.

Research automation · Kadence International

A desktop tool that collected weather data for survey research, running on the analysts’ own laptops.

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A researcher and small desktop helper sorting historical weather cards into a spreadsheet.

Loyalty campaigns tailored to different customers.

Campaign automation · Kushgroove

Customer segmentation, AI-assisted messaging, and A/B testing brought into the loyalty campaign workflow.

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A campaign planner matching customer segments with loyalty rewards and alternative messages.

Moving production applications and databases to AWS.

Cloud migration · An affiliate marketing business · With Data Driven

A planned migration from physical infrastructure to managed services, reducing the operating burden on a small engineering team.

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Two engineers moving applications and databases from a server cabinet into managed cloud hosting.

When the right infrastructure isn’t in the cloud.

Infrastructure & operations · AdDaptive Intelligence

We helped set up and operate colocated servers to meet the response-time requirements of an advertising exchange.

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An infrastructure engineer connecting adjacent server racks with help from a small diagnostic robot.

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