2/5 My tidiest marketing table was the output of 28 functions

Part 1 ended with a question for anyone running an internal app: which sources does its most important output depend on? I thought I knew the answer for our marketing dashboard. On 9 August 2026 I found out I did not. Two months later, all 14 of our marketing sources land in one place, and the numbers we act on have changed. The full before-and-after list is in the second tab of the data map further down.

Accelerating Animal Care with Snowflake CoWork and Cortex AI

Mandai Wildlife Group, the steward of Singapore’s wildlife and nature destination, worked with Infinite Lambda to build an AI agent that lets keepers and veterinarians ask questions in natural language and quickly retrieve years of animal care records. Their AI agent, Animal 360, enables keepers and veterinarians to quickly retrieve decades of animal care records through natural language queries. This innovative solution ensures accurate and efficient data access, enhancing the quality of care for wildlife.

[Finance Demo] Automating Revenue Recognition with AgentSpot | RRC Preparer Agent

See how AgentSpot can take a complex revenue recognition process and turn it into an end-to-end workflow. In this demo, Manal El-Hindi walks through the RRC Preparer, an agent built to automate the first draft of an ASC 606 revenue recognition checklist from an order form. In this video, you'll see: What is AgentSpot? AgentSpot is multiplayer AI for your business. Anyone can build, share, and collaborate with AI agents connected to your company’s data, context, and tools.

Why Infrastructure Platform Consumption Services Matter Now

During the past year, AI has transformed the infrastructure market. Organizations are rapidly expanding data center and cloud capacity to support new AI workloads, while facing growing pressure to manage cyber risk, control costs, and demonstrate measurable business value. As infrastructure investments increase, technology leaders must balance innovation with operational efficiency and financial accountability.

Insurance API Integration: 7 Platforms for Connecting Carriers, TPAs, and Insurtechs

Insurance companies face a unique data integration challenge that most generic platforms cannot solve. Your benefits administration platform may connect via REST API to modern HR systems, while another partner still sends eligibility files over SFTP. Enrollment and eligibility workflows commonly use EDI 834 transactions, while claims workflows may involve X12 837 claims and 835 remittance data.

6 Best EDI to CSV and Excel Converters (834, 835, 837)

Electronic Data Interchange (EDI) files look like encrypted gibberish to the untrained eye: strings of asterisks, tildes, and segment codes like ISA, GS, ST, and BEG. These files follow X12 or EDIFACT standards that encode business transactions in a machine-readable format optimized for system-to-system communication, not human analysis.

[Webinar] Delivering HIPAA X12 Compliance with EDI Agent

Fixing 834 enrollment files, rejected 837 claims, and HIPAA X12 validation errors can consume hours every week. Every new trading partner or requirement can mean more mapping, validation, testing, and troubleshooting for healthcare EDI teams. Astera EDIConnect helps take that work off your team. Teams can automate workflows that parse and validate HIPAA X12 transactions in a no-code, drag and drop interface. Its built-in EDI Agent helps teams create and adapt flows faster, without relying on custom code or specialized EDI resources.

Best Payroll Data Integration Tools for Benefits and 401(k) Providers

Every new plan sponsor brings a new data problem. ADP, Paychex, QuickBooks, and regional payroll providers can deliver census, deduction, and 401(k) contribution data in different layouts and file types. For a recordkeeper, TPA, or benefits provider supporting hundreds of employers, the challenge is not running payroll; it is reliably ingesting, validating, normalizing, and scheduling those incoming files without turning every new sponsor into an engineering project.

Best Healthcare EDI Software in 2026: 8 Platforms Compared

Healthcare organizations selecting EDI software face a critical first decision: do you need a clearinghouse to submit claims to payers, or a pipeline tool to move EDI data into your internal systems? This distinction shapes every subsequent technology choice. Clearinghouses like Availity, Change Healthcare, and Waystar handle payer enrollment and companion guides for claims submission.