// software & AI development studio
Production AI, without the science project.
We design, build, and run AI agents, assistants, and the software around them — for startups and companies that want working systems, not demos.
30 minutes. You leave with an automation map — whether or not we work together.
$ scl agent run --task churn-watch
✓ connected: stripe · intercom · posthog
→ scoring accounts on usage and sentiment
! 7 accounts showing churn signals
→ playbooks triggered: check-in emails drafted
→ CS notified with account timelines
→ 2 renewal calls suggested for this week
✓ at-risk revenue mapped — 66s
$ scl agent run --task onboarding-ops
✓ connected: slack · notion · google admin
→ new hire starts monday — preparing
→ accounts created, access scoped
→ equipment order confirmed
→ week-one checklist assigned to manager
→ intro schedule drafted with team leads
✓ onboarding ready — 90 min saved
$
What we build
// agents that work for you
/agents/social
Social Media Agents→
Content drafted in your voice, scheduled and published, comments and DMs answered, weekly performance recaps. You approve — the agent does the busywork.
/agents/ops
Autonomous Agents→
Agents that take real work off your team's plate — triage, research, back-office ops, reporting — with humans in the loop where it matters.
/agents/voice-calls
Voice Agents That Call→
AI that makes and answers phone calls — bookings, reminders, lead follow-ups, support lines. On duty 24/7, every call transcribed and logged.
/agents/assistants
Assistants You Talk To→
Voice and chat assistants for your customers or your team — on your site, WhatsApp, or Slack — grounded in your data, so they answer with facts, not guesses.
// AI inside your product
/product/llm
LLM Integration→
AI features inside your existing product — search, summarization, copilots — shipped to production, not stuck in a notebook.
/product/fine-tuning
LLM Fine-Tuning & Custom Models→
Models taught your domain, your tone, your formats — fine-tuned on your data, self-hosted when data can't leave. Vision and forecasting models included. You own them, not rent them.
/product/reliability
LLM Reliability & Ops→
Evals before every release, guardrails against prompt injection and data leaks, monitoring in production — and model routing that cuts your inference bill.
/product/audit
AI Audit & Roadmap→
Not sure where AI actually pays off? We map your workflows and hand you a prioritized, costed plan. It starts with the free audit.
// product development
/dev/web
Web Applications→
Modern, fast web apps in Next.js and TypeScript. From internal tools to customer-facing platforms.
/dev/mobile
Mobile Apps→
iOS and Android from one codebase — React Native or Flutter, native where it counts.
/dev/mvp
MVP Sprint→
Idea to working product in 4–8 weeks. Scoped tight, built by seniors, ready for real users and real investors.
/dev/rescue
App Rescue & Modernization→
Inherited a legacy system — or an AI-generated prototype that hit a wall? We take over, stabilize, and modernize codebases other teams left behind.
Not on the list? Tell us anyway.
→AI you can put in production
a/Your data stays yours
Private by design. Self-hosted and EU-resident options, contractual no-training guarantees, and data deletion on request.
b/Grounded, not guessing
Retrieval over your real data, evaluation suites before every release, and human sign-off wherever a mistake would actually cost you.
c/No vendor lock-in
Model-agnostic architecture. Swap Claude, GPT, Gemini, or open-source models without rewriting your system.
d/Compliance-ready
Built with GDPR and the EU AI Act in mind — audit trails, documented decisions, and transparent behavior from day one.
How it works
Audit call
Free, 30 minutes. We map where AI — or plain good software — actually pays off in your business. No pitch deck.
Scoped plan
Fixed scope, price, and timeline in writing. You know exactly what ships and when, before you commit a dollar.
Build in the open
Weekly demos of working software and a shared channel with the engineers actually building it — no account managers in between.
Ship & run
We deploy, monitor, and keep improving. AI systems drift — we stay accountable after launch, not just until it.
Ways to work with us
best for a first build
Fixed-scope project
One deliverable, one price, one deadline — agreed in writing before we start. Ideal for MVPs, automations, and well-defined products.
best for steady momentum
Product retainer
A monthly block of senior capacity to keep shipping features, improvements, and AI upgrades — cancel with 30 days' notice.
best for the long run
Dedicated team
Engineers who work as an extension of your company — your tools, your standups, your roadmap. Scale up or down as you grow.
Pricing is fixed after scoping — no surprises, no meters running quietly.
Questions, answered
How much does a project cost?+
Every project gets a fixed, written quote after a scoping call — price depends on scope, integrations, and how much of the system already exists. No hourly meters, no open-ended invoices.
How fast can we launch?+
A focused AI automation or assistant typically ships in 2–4 weeks. A full MVP takes 4–8 weeks. You see working software weekly from the first sprint.
Who owns the code?+
You do — 100%. Full IP transfer, your repositories, your infrastructure. If we part ways, everything keeps working and any competent team can pick it up.
Do you sign NDAs?+
Yes, before you tell us anything sensitive. Confidentiality is standard practice here, not a special request.
How do we communicate during the project?+
A shared channel with the engineers building your product, plus a weekly demo of working software. You talk to builders, not account managers.
What happens after launch?+
We don't disappear. Support and improvement retainers keep your system monitored, updated, and getting better — especially important for AI systems, which drift as models and data change.
// free 30-minute AI audit
Tell us what's slow, manual, or missing.
We'll tell you honestly whether AI — or plain good software — can fix it, what it would take, and what it would cost.
Reply within one business day. NDA first if you need one.