A clear process, every time.
Four phases. Fixed-price two-week sprints. Senior delivery only. No surprise invoices, no learning on your bill.
Discover
We map workflows, data, and goals into a clear AI opportunity space.
Design
Architecture, prompts, and UX prototypes aligned with your stack.
Build
Production agents, pipelines, and interfaces shipped in weeks.
Operate
Evals, observability, and tuning so quality compounds over time.
What you receive, every sprint.
Each engagement ends with documented, transferable artifacts your team can operate without us.
Discovery memo
A written summary of your goals, constraints, and the highest-leverage opportunities- sent within 48 hours of our first call.
Sprint plan
A scoped, fixed-price plan with acceptance criteria, milestones, and a clear definition of done.
Working artifacts
Every sprint ends with a demo and a deployable artifact- not slides, not promises.
Operations runbook
Documentation, monitoring dashboards, evals, and onboarding for your team to operate everything independently.
Transparent pricing, fixed scope.
We work in scoped, fixed-price sprints. You'll know the price before we start- and nothing changes mid-flight without your sign-off.
Scoping sprint
A focused discovery + scoped plan. Often credited back if you continue.
- Stakeholder interviews
- Systems audit
- Sprint plan & ROI estimate
- Architecture sketch
Build sprint
A working production artifact at the end of each two-week cycle.
- Senior delivery only
- Working demo every Friday
- Full source ownership
- Direct Slack access
Operate
Monitoring, evals, and continuous tuning. Optional, month-to-month.
- Evals + observability
- SLA-backed response
- Quarterly business review
- Cancel anytime
Pricing varies by scope and complexity. The numbers above are typical ranges- we'll send a fixed quote within 48 hours of the discovery call.
The fine print, up front.
- How long does a typical engagement take?
- Most engagements ship a meaningful artifact within 4–6 weeks. We work in two-week sprints with a demo at the end of every cycle.
- What does a sprint cost?
- Sprints are fixed-price, scoped in advance, and typically range $12k–$35k depending on complexity. You'll know the price before we start.
- Do you work on retainer?
- After the first delivery sprint, many clients move to a continuous-operate retainer. It's optional and month-to-month.
- Who owns the code and models?
- You do- fully, from day one. No vendor lock-in, no hidden dependencies on us.
- What if we don't like the first sprint?
- We offer a 30-day rebuild guarantee: we redo the work, or refund the full sprint price.
Thinking about AI automation to grow revenue?
Tell us about your goal. We'll send back a concrete plan, with the expected revenue impact, within 48 hours.
Avg. revenue opportunity identified per audit: 8–24%