Enterprise AI Implementation
The AI Catalyst Framework
1–4 weeks • Low commitment • High clarity
Not a passive advisory engagement — a hands-on working session where our senior engineers sit with your team to:
Map your highest-value AI opportunities — your actual workflows, data, and pain points. Not theoretical use cases from a blog post.
Assess data readiness — what data do you have? What systems are in play? Where are the quick wins vs. the longer bets?
Define a concrete proof-of-value scope — leave with a specific, achievable project definition, not a vague roadmap.
You get: A prioritized opportunity map, a scoped proof-of-value plan, and a clear understanding of whether we're the right fit. No obligation to proceed.
Proof of Value
4–8 weeks • Working solution • Measurable outcome
This isn't a proof of concept. We don't build throwaway demos. We build a working solution against your real data, in your real environment, solving a real business problem.
A functioning AI capability — not a prototype in a sandbox. Something your people can use.
Measured business impact — time saved, accuracy improved, cost reduced. We define the metrics in the workshop and prove them here.
A clear picture of what "scale" looks like — architecture, integration requirements, and a realistic expansion plan.
The deal: You see the value before committing to a larger engagement. If it doesn't deliver, you walk away having spent weeks, not months.
Scale
Ongoing • Expand what works • Embed into operations
Once the value is proven, we help you do more of it:
Expand across use cases — the same platform expertise that solved your first problem applies to the next ten.
Embed into your workflows — AI becomes part of how your business operates, not a separate initiative.
Build internal capability — we work alongside your team so the knowledge transfers. The goal is your independence, not your dependency.
The outcome: AI embedded into core workflows, supported by scalable architecture and ready to extend across the organization.
Why Us
Solutions, Not Slide Decks
At the end of our engagement, you have working software. Not a "transformation roadmap." Not a "maturity assessment." A solution your people use to do their jobs better.
Schedule a call
Scope a workshop
See results
Beyond Chatbots
We focus on the harder, higher-value work: transforming workflows behind your business. Document processing. Data quality. Decision support. The unsexy stuff that actually moves the needle.
AI-Accelerated Delivery
Our engineers use AI throughout the development process. Same senior talent, same rigorous standards, significantly compressed timelines. You benefit from a team that's already integrated AI into how they work.
Big Enough to Handle It. Small Enough to Care.
We're not a two-person shop that disappears when your project gets complex. And we're not a 50,000-person firm that assigns your project to a rotating cast of junior consultants while the partners who sold you move on to the next deal. You get senior engineers who stay on your project, know your business, and are accountable for outcomes.
