AI-Powered Software Development

FDE-Led Agile Teams • Production AI Systems • No Slide Decks

Crossfire’s software development practice has delivered more than 25 projects for clients ranging from Fortune 500 enterprises to fast-moving startups. Today, our Agile teams are led by Forward Deployment Engineers who bring both the technical depth and the client-facing fluency to turn complex AI requirements into working production systems - fast.

We don’t hand you a roadmap and wave goodbye. Our FDE-led teams embed with your organization, map how the business actually works, and ship something that’s running in production before the engagement ends. Every project. No exceptions.

Agile & Scrum Delivery

Every Crossfire project runs on a structured Agile/Scrum framework. Our certified Scrum Masters lead sprint planning, daily standups, retrospectives, and backlog grooming to keep delivery on track and stakeholders informed at every step. Working in tight, iterative cycles means you see working software early, course-correct quickly, and never reach the end of an engagement wondering where your budget went.

Agentic Workflow Development

We design and build agentic AI systems that automate complex, multi-step business processes end-to-end. From network fault triage agents that classify alarms and route field tickets automatically, to document processing workflows that surface the right answer during a live customer call - our FDEs map the real operational workflow first, then build directly against your live data and APIs. The result is a production system your team owns, extends, and relies on - not a proof-of-concept that stalls after the kickoff.

AI-Powered Data Analytics & Business Portals

We are experts at obtaining, analyzing, and presenting data from disparate sources and providing real-time, on-demand reporting on your business. Using modern AI and machine learning techniques to automate the sourcing and delivery of information, we build portals that put critical decision-making data in front of authorized users the moment they need it - whether that’s an employee work log or a running average of aggregate supply costs. Fine-grained access controls are built in from day one.

AI-Powered Document Search & Knowledge Tools

Your teams are drowning in policy manuals, internal wikis, and procedure documents. Our FDEs build AI-powered search tools that surface the right answer - with source citations - in seconds. We’ve built tools used on every customer call at insurance companies, on the floor of manufacturing facilities, and inside compliance teams at financial institutions. No deep coding required by your staff once it’s deployed.

Process Simulation & Digital Twins

When major companies need to test alternative manufacturing and industrial processes cost-effectively, they call Crossfire. Our team simulates the timing and interaction of complex components through multiple process alternatives in real time, incorporating AI to model stochastic failures, identify inefficiencies, and sum costs associated with operational breakdowns - before significant capital is committed.

Dev Support Tools & Enterprise Integration

Every IT team operating with complex, integrated systems has a wish list of in-house tools that would make development and maintenance simpler. We build custom ETLs to keep output from multiple data sources consistent, common gateways to provide universal interfaces across your applications, and APIs that put your data into the format that works best for each interface. Our clients have made these tools the lynchpin of their highly productive engineering teams.


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