AI transformation partner

AI systems that ship.

We are an AI transformation partner that eliminates repetitive work, turns your data into actionable decisions, and builds intelligent systems that scale with your business.

Pick your engagement

Not sure which fits? Read the breakdown.

Seven engagements, one rule: audit first, build custom. The breakdown page maps each engagement to outcomes and pricing.

Field notes

Where AI work fails.

Six patterns we see over and over — and the move we make instead.

Pattern 01

Most AI work leaves you renting.

Platforms and frameworks that lock you in. You pay forever to access workflows you helped build. The cheaper the upfront cost, the tighter the lock-in.

Our move

We hand you the code and the infra. It runs on your servers, under your accounts, with your keys.

Pattern 02

A strategy deck is not a system.

Agencies ship research, wireframes, and a handoff to "your team." Nothing runs in production. The org chart moves and the deck rots in a Drive folder.

Our move

We stay on it until it ships and stabilizes. The deliverable is running software, not a Figma board.

Pattern 03

Most "AI" is a prompt in a trench coat.

A single GPT API call behind a clean UI. No evals, no retries, no guardrails, no observability. The demo is flawless. Production falls over in week three.

Our move

Real pipelines: agents with tool use, evaluation frameworks, retry and fallback logic, logged traces you can audit.

Pattern 04

If the metric isn't yours, it doesn't count.

Dashboards full of activity metrics. Content shipped, meetings held, leads claimed. None of them tell you whether the work paid off.

Our move

We tie every build to numbers you already care about: hours back, dollars in, accuracy up, cycle time down.

Pattern 05

The retainer trap is real.

Monthly retainer indefinitely. Scope creep gets priced in quietly. A year later you're paying $15k/mo and can't recall the last thing that shipped.

Our move

Fixed milestones, fixed prices. You pay for each milestone only when it ships and you accept it. No money changes hands until something works.

Pattern 06

Long discovery kills AI projects.

6-12 months of workshops, stakeholder interviews, and internal politics before anything runs. The market moves, priorities shift, and the project dies in committee.

Our move

We compress discovery into a single week. The smallest shippable win goes live in weeks, not months.

Spotlight case study
B2B SaaS · Software discovery

The platform that replaced months of software research with an evidence-backed match.

B2B buyers spend 6-9 months researching software. Open Decision compresses that into an instant, scored recommendation grounded in verified vendor data. We built the product end to end — scoring engine, AI research assistant, evidence-backed comparison layer.

Next.jsPostgresClaudeCustom MLSupabasePlaid
Read the build
Build receipt
41K+
lines of code
  • Scoring dimensions5
  • API endpoints90+
  • Database migrations119
What happens after you book

Four steps, no surprises.

From the discovery call to the engineering handoff. Fixed scope, fixed price, nothing moves without your say.

01
Day 0

Discovery call

30 minutes. You bring the workflow, we map the highest-leverage piece. If there's no fit, we tell you straight.

02
Week 1

Audit + milestone plan

We look at your stack, break the build into fixed milestones, and attach a price to each one. You approve the plan before anything starts.

03
Milestones 1 to N

Build and bill in milestones

Each milestone is a working slice you can use. Ship it, accept it, pay for it. Nothing is billed until the milestone is delivered.

04
Final milestone

Ship, handoff, step back

Production deploy, monitoring wired in, walkthrough with your engineers. Credentials rotated, no backdoor access retained.

Intake

Every great build starts with a conversation.

You don't have to figure this out alone. That's exactly what we're here for.