We Manage it For You
Get output without running the engineering operation. Bring us your roadmap and we take it from there: we operate the agents, ship the releases, and own everything after launch.
Fraction is now DevHawk
Same team, new name, new model. We build with agentic engineering: small senior teams directing fleets of coding agents, which is why the scope that used to need a department now needs a pod.
Supply chain and logistics
Every manufacturer, distributor and supply chain platform has been told AI will fix the forecast. Far fewer have anything running that a planner or a dispatcher actually opens on a Monday. That gap is the whole job.







We deploy AI agents to either build custom software for you (20% human, 80% agentic) or fix bottlenecks in your engineering pipeline slowing down the team.
Your AI agents cover the whole build and keep it running: specs, code, review, QA, infrastructure, maintenance. Choose to have our senior engineers operate the factory, or run it in-house with our setup and support behind you.
Get output without running the engineering operation. Bring us your roadmap and we take it from there: we operate the agents, ship the releases, and own everything after launch.
The DIY option. We customize the agents, plug them into your existing engineering operation, and you run it.
Most conversations in this space start in one of these places. Find the row that sounds like your week — that's the conversation we want to have.
The forecast lives in a spreadsheet, updates monthly, and gets overridden by whoever argues hardest in the S&OP meeting.
Safety stock levels set years ago, so you carry stockouts and dead stock at the same time.
RFQs, quotes and supplier terms sit in email threads, and there's no single price of record.
Rates, tenders and tracking spread across a dozen carrier portals, and landed cost is known after the fact.
Labor planned on gut feel, and slotting untouched since the last WMS upgrade.
Supplier documents chased by email, and you hear about a disruption from your customer first.
EDI errors worked in a queue by hand, and expedites approved by whoever escalates loudest.
Features your customers keep asking for sit behind an engineering queue you can't hire your way out of.
Every new logo means another ERP, WMS or carrier connector built from scratch by your senior people.
The shaded rows are the ones we hear from software teams; the rest come from operators. Plenty of firms are both. Not on the list? Bring it anyway — the first call is scoping, not selling.
No rip and replace. We connect to what your planners and dispatchers already open. If you're the one building the platform, this is the list your customers ask you to integrate with.
Also: homegrown planning tools, carrier portals with no API, and the spreadsheet the whole forecast actually runs on.
The technology stopped being the constraint about eighteen months ago. Ownership is the constraint now.
How we work, who's on the bench, the industries we build in and everything we've shipped. Start at the top.
Thirty minutes with Zahra. Bring a problem from the list above and you'll leave with a scope and an honest read on whether it's worth building.