We build and fix AI products
that actually work.
Other firms quote $1M+ and 6 months. We ship in 6 weeks for a fraction.
Sound familiar?
You shipped an AI and it's embarrassing.
Retention is flat. Answers are wrong. Users try it once and bounce. You've patched it three times with new prompts and new models. The numbers haven't moved. You don't need another prompt engineer — you need someone who's fixed this before.
You got quoted $1M+ and 6 months.
Every AI vendor says "it depends" and won't commit to a timeline or a price under seven figures. You don't have a data science team and you don't want one. You just need production AI that works — built by people who've done it before, on a timeline you can actually plan around.
Your team is stuck between "build vs buy."
Internal engineering says 6 months. Vendors say "we'll figure it out." Nobody will tell you what it actually costs or how long it takes. You need a 4-week answer — not a 6-month discovery process.
Their vendors quoted $1M+. We shipped in 6 weeks for a fraction.
Mystica had a broken AI product, mounting tech debt, and vendor quotes north of $1M. We rebuilt their entire AI experience with hyper-personalization — in 6 weeks, for a fraction. Revenue up 60% in 90 days.
“They came in and completely re-energized our entire tech stack. We're up 60% in revenue already.”
The process
Sprint Zero: your 4-week quick win.
Week 1 — Audit
We get into your codebase, your data, and your AI. We find exactly what's broken and map the highest-leverage fixes by revenue impact. You get a roadmap you can actually execute against — with or without us.
1$ clarity audit --scope full← week 12codebase: scanned3data_quality: evaluated4revenue_blockers: 4 found5roadmap: delivered
Weeks 2-3 — Ship
We ship the P0 fixes to production. Not a deck. Not a prototype. Real code, real users, real metrics. While other agencies are still scoping, your product is already measurably better.
1$ deploy --env production← weeks 2–32p0_fixes: 3 shipped3retention: +18% (early signal)4quality_score: 0.84 → 0.915status: "proud to demo"
Week 4 — Decide
You have a working product, real metrics, and a clear roadmap. Now you decide: keep going with a full build, or take the roadmap and run with your own team. Either way, you're 4 weeks ahead of where you'd be with anyone else.
1$ results --sprint-zero← week 42fixes_shipped: 33roadmap_items: 124decision: "full build" | "self-serve"5risk: "near zero"
What our customers say
Two ways to get your AI right.
A 4-week engagement: full audit, prioritized roadmap, and hands-on P0 fixes shipped to production. You walk away with a working plan and a product that's already measurably better. If not — you don't pay.
If you don't walk away with a clear plan and shipped improvements, you don't pay.
We execute the roadmap. Full rebuild or greenfield — production-grade AI, shipped. This is where $1M+ quotes become 6-week deliveries.
Every engagement starts with a conversation. No contracts until you see value.
Once the AI works, make it compound.
The sprint and the build stand on their own. But if you want your product to get smarter with every user, we can wire in Clarity's self-model layer. It's optional — but it's where the 60% revenue lifts come from.
Per-user intelligence
Every user gets a self-model. Your AI learns who it's talking to and what they need.
Compounding personalization
Personalization that gets better every week. Your month-6 product is dramatically better than month-1.
Your data, your moat
Competitors can copy features. They can't copy your accumulated user understanding.
revenue increase — Mystica, 90 days after our rebuild
Stop paying for AI that doesn't work.
Start shipping AI that does.
Book a call. Tell us what's broken (or what you need built). We'll tell you exactly what we'd do, how long it takes, and what it costs. No "it depends." No 6-month scoping process.