Voice agents, automation crews, custom-trained models, reel & ad-creative engines — engineered, deployed, and running in production. Open-source first. You own every line of code.
Every one of these is money quietly leaving the building. Each maps to a system we've already built — and can build for you.
"Calls go to voicemail. Customers go to whoever answers next."
VOICE AI AGENTS"My team loses half the day to copy-paste, data entry, and follow-ups."
AI AUTOMATION"Years of documents and data — zero answers on demand."
PRIVATE AI ASSISTANTS"Everyone says 'do AI'. Nobody shows where the ROI actually is."
THE AI AUDIT"Off-the-shelf models don't understand our domain."
FINE-TUNING & EVALS"Our content pipeline can't keep up — photos, video, 3D, audio."
GENERATIVE MEDIAEvery unanswered call, unread document, and unautomated hour compounds. The businesses that win are the ones that plug the leak first.
Three sliders. Thirty seconds. A number you can't unsee.
Most agencies stop at chatbots. We build production pipelines that generate video, images, audio, and 3D assets at scale — on self-hosted GPUs, with open-source models you control.
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RETAIL_VIZ_06Marketing runs on content velocity. We wire generation, launch, and measurement into a single loop — so your ad account never goes hungry and your winners scale themselves.
POV: your ads make themselves
Day 30: we stopped filming content
The catalog shot itselfScript → video → captions → scheduled post. Short-form generated in batches on self-hosted GPUs — reel, story, and square formats — for cents a clip.
Creative variants at scale for Snapchat, TikTok, and Meta — launched by API, A/B rotated, budget-ruled. Losers killed, winners scaled, automatically.
The plumbing behind the ads — CRM sync, email/SMS/WhatsApp journeys, lead scoring, attribution dashboards. Every touch tracked, every lead worked.
Everything below ships as running software — not decks, not pilots. Custom-built, platform-agnostic, and yours to keep.
24/7 agents that answer in one ring, book appointments, qualify leads, route urgent calls to humans, and log every conversation — inbound and outbound. The wedge that pays for everything else.
Agent crews that quietly delete the repetitive work draining your team.
Custom assistants trained on your data, your way of working. Self-hosted, private by default.
Portals, internal tools, and pipeline systems shaped around your operation. No per-seat fees.
Governed, auditable autonomous systems for complex and regulated workflows.
Video, image, audio, and 3D generation at production scale — the full stack from prompt to published asset, running on infrastructure you own.
Custom model training, SFT and preference-tuning data, domain adaptation for your use case.
Eval harnesses, regression suites, and domain-expert grading so you know your AI actually works.
AI-driven migrations — schema mapping, code generation, and pipeline QA at machine speed.
Open-source models on your infra — serverless GPU, full data sovereignty, zero vendor lock-in.
Embedded AI-native engineers who ship inside your team and stack.
A flat-fee teardown of where AI pays off in your business — credited toward your first build.
Batch-generated reels and shorts — hooks, captions, scheduling. Content velocity without a content team.
Snapchat, TikTok, and Meta ad variants generated, launched, and A/B rotated by API.
CRM flows, email/SMS journeys, lead scoring, attribution — growth plumbing wired end to end.
One agent-run calendar across Instagram, TikTok, YouTube, Snapchat, LinkedIn, WhatsApp — drafted, approved, posted, measured.
Unleashing generative AI innovation through open collaboration — our stack is on GitHub, not behind an NDA. Judge the work, not the pitch.
Production text-to-video + AI sound-FX stack on serverless GPU, with a deployable web app.
PYTHONModel Context Protocol server deployment — infrastructure-as-code, CI/CD included.
PYTHONCall transcription, sentiment analysis, and summarization for contact centers.
PYTHONMulti-agent storyboard orchestration — planner, critics, visual director, producer guard.
TYPESCRIPTDrop a photo, get a video. Self-hosted LTX-2.3 on serverless GPU — text/image/keyframe-to-video, synced audio, reel formats. Cents per clip, no API meter.
PYTHONThirty minutes. We map where AI pays off in your business — and where it doesn't. You leave with a clear plan either way. No pitch.
Weeks, not quarters. One focused system, rigorously tested before it ever touches a customer.
Your team learns to run it. We monitor, tune, and hunt for the next leak to plug.
We speak your industry's language — and if yours isn't listed, that's what the strategy call is for.
Not anymore. Modern speech models handle interruptions, accents, and small talk — most callers can't tell. You'll test-call your agent yourself before it ever goes live.
The strategy call is free. The AI Audit is a flat fee, credited toward your first build. Builds are scoped to your budget — and because we favor self-hosted open-source models, there are no per-seat fees and no surprise API bills.
It's the norm. Most of our clients start from zero. We handle the engineering; you get trained on running the result. No jargon, no science project.
A first production system typically ships in weeks. We deliberately start with the single highest-ROI fix rather than a six-month platform project.
You do. Code, prompts, weights, infrastructure — all of it. We build open-source first, so nothing is held hostage by a vendor, including us.
Walk away with a concrete plan — whether or not you ever hire us.
Book my free call ↗Describe the bottleneck. We'll reply within 24 hours with honest first thoughts — including "AI won't fix this" if that's the truth.