AI readiness for revenue teams
Your revenue data systems, welded into one.
Weldfield gets your sales, customer and reporting data ready for AI: one clean system first, then AI agents working on top of it.
Book an AI readiness diagnosticThe problem
Every company wants AI working in its revenue team. Most aren't ready for it. Growth leaves a mess behind: an acquisition, a new team, a tool someone bought three years ago, each keeping its own version of the numbers. It's like a family where everyone keeps their own calendar. Nobody knows where anyone's supposed to be. Hand that to an AI agent and it will confidently book the wrong meeting.
How it works
Start small. Prove it. Then build.
Each stage stands on its own, so you're never locked in. Most clients start with the diagnostic and decide from there.
Diagnose
We score your AI readiness across your systems, data and funnel, and hand you a plan.
Weld
One system, one customer record, one revenue dashboard leadership believes. Data an AI can actually use.
Run
Starter agents go live on your own data, and what they produce flows back into one system.
See what the diagnostic covers →
Our promise: a launch timeline, not a made-up revenue number. Results depend on your data, and honestly, nobody knows your data until we've looked at it.
Agents
The agents we put to work.
Every engagement ends with agents running on your clean data, inside the tools your team already uses. Here's the part most AI plans miss: agents create data too. Every routed lead, flagged renewal and weekly brief is a new record. We plan where it lands, so your next agent and the rest of your team can use it instead of starting a new mess. A few we start with:
Data cleanup
Finds and merges duplicate accounts and contacts before they spread.
Lead routing
Sends every inbound lead to the right rep in minutes, not days.
Renewal risk
Flags accounts going quiet before the renewal conversation.
Weekly revenue brief
A plain-English summary of pipeline and revenue for leadership every Monday.
Sales-to-success handoff
Writes the handoff notes so customers never repeat themselves.
Live demos coming soon.
How we build agents
Agents earn their autonomy.
A bunch of agents working without a goal is no different from a team working without one. So every agent we build reports to one orchestrator that holds the goal, decides what each agent is trusted to do, and routes your feedback back in.
Goal first.
A team without a goal drifts. So do agents. Every agent we build answers to one goal and one number.
Trust is trained.
New agents draft; your team approves. Autonomy comes after a track record, not before.
Feedback built in.
You give your team feedback. Your agents need it too, on your data and your customers, not a general model's guesses.
Value or it's off.
Every agent has a scorecard. If it isn't paying for itself, it doesn't run. AI for AI's sake is just spend.
Who we help
Built for companies that grew faster than their systems.
Acquisitions, new product lines, new teams. Each one adds tools and data that don't talk to each other, and none of it is ready for AI. We're the team you bring in to fix that.
- Companies that just closed an acquisition
- PE-backed teams with a 100-day plan
- Leaders who inherited a stack they didn't build
- Teams that want AI but are stuck on messy data
Why Weldfield
A good weld joins two pieces so cleanly they work as one. That's the job.
A senior team that has run marketing ops, attribution, sales and customer operations inside private equity–owned, venture-backed and early-stage companies, through successful exits and acquisitions. The people who scope the work are the people who do it.
Free guide
The RevOps Book
A field guide to getting your revenue data AI-ready. Coming soon.
Get it at revopsbook.com →Contact
Tell us what you're trying to connect.
30 minutes, no deck. Tell us what you're working with and we'll tell you straight whether we're the right fit.
Prefer email? info@weldfield.com