AI Enablement, end-to-end.
Most firms will sell you a strategy or sell you code. We do both, figuring out where AI actually fits in your business, then building and shipping it.
Talk to us See sample solutions
You're probably here because one of these sounds familiar.
1
You know AI matters, but not where to start.
Your board is asking. Your competitors are announcing pilots. Internally, you've had a dozen conversations and zero shipped projects. You need someone to come in, look at how you actually operate, and tell you where AI is worth the investment, and where it isn't.
2
You've run AI pilots that never made it to production.
The demo worked. The proof of concept was promising. Then it stalled, for technical reasons, organizational reasons, or both. You need a partner who can diagnose what went wrong and actually ship the next version.
3
Your team is using ChatGPT in shadow IT.
Employees are pasting customer data into consumer tools because no one has given them a sanctioned alternative. You need an AI strategy that's secure, useful, and that your team will actually adopt.
4
You know what you want built. You just need someone to build it well.
You've already done the strategy work. You have a roadmap. What you don't have is an in-house team with the engineering chops to ship production-grade AI software on a reasonable timeline. That's where we come in.
HOW WE'RE DIFFERENT
Most firms can advise or build. We've been doing both for a decade.
- 1,000+ Production apps shipped
- 10M+ Users on what we've built
- $1B+ Transactions processed
- All sizes from startups to Fortune 100
PHASE 01
First, we figure out where AI actually fits.
Most AI projects fail not because the technology doesn't work, but because it gets pointed at the wrong problem. Before we build anything, we spend time inside your business, talking to the people who do the work, mapping how things actually flow, and finding the places where AI moves the needle in a way you'll feel.
WHAT WE DO
Stakeholder interviews
We talk to leadership, frontline teams, and the people stuck doing the most repetitive work. The best AI opportunities usually surface in the gap between what executives think happens and what actually happens.
Workflow and process mapping
We document how work moves through your organization today, where the friction is, and what data exists at each step.
Technical feasibility assessment
Not every promising opportunity is buildable with current AI. We tell you which ones are real, which are 12 months away, and which aren't worth chasing.
Build vs. buy vs. wait analysis
Sometimes the right answer is a custom build. Sometimes it's an off-the-shelf tool. Sometimes it's holding off until the technology matures. We tell you which is which.
WHAT YOU GET
- A prioritized opportunity map
- A recommended roadmap
- ROI estimates
- Technical architecture
Many clients hire us just for this phase, then take the roadmap to their internal team. Either way works. We're not trying to lock you into a build.
PHASE 02
Then we actually build it.
This is where most AI engagements fall apart. Strategy firms hand you a deck and disappear. Dev shops want a fully-specced ticket before they'll write a line of code. We close that gap, taking the roadmap from Phase 1 (or one you bring us) and shipping production software that solves the problem.
HOW WE BUILD
Scope and design
We turn the roadmap into a buildable plan: scope, high-fidelity prototype, architecture, model choices, and milestones, all agreed up front.
Build in weekly sprints
Senior engineers shipping in tight cycles, using Claude Code and similar tools as part of how we build. Demos every week so we stay aligned with what your team needs.
Production-grade from day one
Evals, monitoring, prompt safety, error handling, and access controls are part of the build from week one.
Handoff and ongoing support
Documentation and code your team can own. We stick around for whatever you need next, from bug fixes to new features.
WHAT YOU GET
- AI that ships to production
- Code your team can own and extend
- Predictable timeline and budget
- Measurable outcomes
Already have a roadmap? Skip Phase 1. We can start building as soon as we agree on scope.
SAMPLE SOLUTIONS
Here's what AI Enablement actually looks like in practice.
Every engagement is custom, but these are the patterns we see most often.
1
Internal copilots
AI assistants embedded in the tools your team already uses. Sales reps that get instant proposal drafts. Support teams that find answers faster. Ops teams that stop copy-pasting between systems.
2
Document pipelines
Automated extraction, classification, and routing for the contracts, invoices, applications, and forms that currently eat human hours.
3
Support automation
AI that handles the repetitive 60% of tickets, escalates the hard ones to humans with full context, and gets smarter as it goes.
4
AI inside your product
Embedded intelligence: search that understands intent, summaries that save time, recommendations that drive engagement. Built into the product your customers already use.
5
Workflow agents
Multi-step automations that move work between systems (research, draft, route, follow up) with human approval at the checkpoints that matter.
6
Data & reporting
Natural-language access to your business data. Ask a question, get a chart. No more waiting on the analytics team for every ad-hoc request.
GET STARTED
Ready to figure out where AI fits?
A 30-minute scoping call is the easiest way to start. We'll ask about what you're trying to solve, share what we'd recommend, and tell you whether we're the right fit. No pressure either way.