Brand-trained LLM systems
Custom prompt libraries, style guides encoded as evals, and fine-tunes when needed — so every piece of generated content sounds like you, not the base model.
- Prompt library
- Style evals
- Custom GPTs
Pillar 01 · Service 04 AI Automation
AI content
that doesn't sound like AI.
Brand-trained systems that scale your content and personalization without diluting the voice. Editor-in-the-loop by default, production-grade on day one, wired into your CMS so the work actually ships.
- Typical first system 6–10 weeks
- Editor workflow Always
- Eval guardrails Included
01 What we build
AI-native systems,
brand-accountable outputs.
Every deliverable has guardrails, evals, and an editor flow. If it can't pass your brand review, it can't ship.
Dynamic site personalization
Above-the-fold that adapts to firmographic, behavioral, and referral signals — without a legacy personalization platform that breaks your Core Web Vitals.
- Edge-rendered
- CMS-native
- CVR-tracked
Programmatic SEO (done right)
Long-tail landing pages generated from structured data — with editorial review, unique value per page, and internal linking that passes a real audit. Not content spam.
- Structured data
- Human QA
- No duplicate content
Creative ops automation
Ad variations, social cutdowns, email subject lines — generated in your brand system, tested at scale, and pushed to your ad platforms without a creative team bottleneck.
- Ad variation
- A/B at scale
- Brand-safe
Video & asset AI pipelines
Repurposing long-form webinars into clips, generating alt text at scale, batch-producing localized variants. The unglamorous production work, automated.
- Cutdowns
- Localization
- Asset tagging
Editor-in-the-loop tooling
The custom interfaces your team actually uses — a brief intake, an AI draft, a human edit, a brand eval, a publish button. Built as an internal tool, not a Notion template.
- Custom UI
- Review queue
- Audit log
02 Stack
Generation, control, distribution.
We build in the stack your marketing team can operate — not a proprietary black box nobody else can touch.
Claude / GPT-4Generation
Vercel AI SDKRuntime
LangChainComposition
Sanity / ContentfulCMS
Next.jsSite rendering
BraintrustBrand evals
Runway / DescriptVideo AI
RetoolEditor tooling
03 How we ship
Train the system.
Then ship at pace.
Train
Brand voice encoded, evals defined, guardrails written. Your editorial team signs off on the eval set before we generate a single word.
Integrate
Hook into your CMS, your ad platforms, your creative review tools. The system shows up where your team already works.
Launch
Soft launch with a small surface area. Human review on every output. Eval curves tracked weekly until quality is stable.
Operate
Expand surface area as evals hold. Your editorial team owns the loop; we stay on to tune when models change.
KacificSatellite Internet · SG
X-PHY IncCybersecurity · US
FlexxonNAND Solutions · SG
Gauze CareMedical Products · US
NDAIndustrial SaaS · EU
NDAHealthtech · US
NDAClimate & Energy · APAC
NDAB2B Fintech · UK
Let's build it
AI system
that respects the brand?
Tell us what you'd scale if the output actually sounded like your company. We'll send back a short read on how to build it.