Koca Ventures Ltd
71-75 Shelton Street
Covent Garden, London
WC2H 9JQ, United Kingdom
Registered in England & Wales — 16231043
AI MARKETING
A content pipeline on your brand and your data —official APIs, human-reviewed, owned by you.
We build a custom agentic content pipeline that lives on your brand voice and your data — trend-hunt, generate, human review, schedule, measure — on the platforms' official APIs, with a person on every brand-safety gate. It's a system you own, running where your data lives. Not another seat of someone else's SaaS, and no promises we can't keep.
▶The pipeline running end to end — trend-hunt, generate, review, schedule (coming soon)
The grind is real: a steady publishing cadence eats a team alive, generic SaaS tools cap out at “scheduler with AI bolted on,” and handing a fully autonomous agent the keys to your brand voice is a brand-safety risk nobody should take. The answer isn't another subscription — it's a pipeline engineered around your brand, with a human on the gates that matter.
THE 7-STAGE PIPELINE
Trend-hunt to measure, with humans on the gates that matter
01
Trend-hunt & listen
Agents watch official sources — Brandwatch, Talkwalker, the TikTok Creative Center — and competitors' top posts, then surface the relevant openings, not every passing trend. Relevance over chasing everything.
02
Brief & strategy
The agent drafts content briefs — hook, format, angle. A human reviews each brief for strategy and brand fit before anything is produced. 🔒 Human gate.
03
Generate
Copy in your brand voice, plus images and video, routed across the best-fit current model for the job. No single model wins everything; the pipeline picks per use case.
04
Human brand-safety review (mandatory)
🔒 A person approves every asset before it is staged or scheduled. This is where prohibited topics, imagery rules, tone, claims, and AI-disclosure are enforced. There is no autopilot past this gate.
05
Schedule
Approved assets are staged into the content calendar through each platform's official publishing API — no browser bots, no scraping, no unofficial automation.
06
Post
Published via the official Content Publishing and Content Posting APIs, honouring rate limits, per-user OAuth, and each platform's audit status. The same compliant route the big schedulers use.
07
Measure
We pull the platforms' own insights, attribute honestly, and feed what worked back into trend-hunt and the next round of creative. No borrowed reach numbers, no invented ROI.
🖼Pipeline diagram — trend-hunt → generate → review → schedule → measure (coming soon)
THE TOOLCHAIN
We route across best-fit models — the pipeline is the product
There is no single “best” model in 2026, so we don't bet on one. The agent routes each job to the model that fits it — and for data-sensitive work we can self-host open-weight models so your assets never leave your network. The engineering value is the pipeline that picks and orchestrates, not any one tool.
- Images: FLUX.2, GPT Image, Imagen 4, Ideogram — routed by use case (photoreal product shots, text-in-image, typography).
- Video: Veo 3.1, Kling 3.0, Runway Gen-4.5 — chosen for the clip, with built-in provenance respected.
- Orchestration: n8n and LangGraph — self-hostable, so the whole pipeline can run on your infrastructure.
- Trend & competitor intelligence: Brandwatch, Talkwalker, and the TikTok Creative Center — official sources, not scrapers.
We name these tools as today's best fit, not a lock-in — the pipeline is built so a model can be swapped as the field moves.
WHAT WE WON'T DO
The honest part — what we will not promise
No guaranteed virality
Nobody can promise a post will go viral, and anyone who does is selling you something. We optimise relevance, cadence, hooks, and iteration — and report the outcomes honestly, whatever they are.
No fake engagement or bought followers
No purchased followers, no engagement pods, no bot likes, no fabricated reach or ROI figures. Growth that isn't real is a liability, not a result.
Official platform APIs only
We publish through the official Meta and TikTok APIs and nothing else. Scraping, browser automation, and unofficial posting bots violate platform terms of service and risk account bans — so we don't use them.
No hidden AI where disclosure is required
Where platforms or the law require it, AI-generated content is labelled and carries built-in provenance. We don't pass AI output off as something it isn't.
Compliance is designed in, not bolted on. We publish through official APIs only; we keep AI provenance intact (SynthID, C2PA Content Credentials); and we build to the disclosure rules already on the calendar — the EU AI Act applicable 2 August 2026 and California's SB 942. When a platform's app review or audit gates go-live, we tell you the lead time up front instead of promising a date we can't hit.
QUESTIONS
Straight answers
Can you guarantee a video will go viral?
No — and anyone who guarantees it is lying to you. Virality isn't a thing you can buy or promise. What we can do is engineer for it honestly: relevant trend-hunting, a consistent cadence, stronger hooks, fast A/B iteration, and measurement that tells you the truth. We optimise the inputs we control and report the results straight.
Is automated posting against the platforms' rules?
Posting through the official APIs — Meta's Content Publishing API and TikTok's Content Posting API — is allowed and compliant; it's the same route Buffer and Hootsuite use. What violates the rules is scraping, browser automation, and unofficial posting bots, which risk account bans. We only use the official APIs, never the grey-market tools.
Will people know the content is AI-generated?
Where platforms or the law require it, yes — and that's by design, not a compromise. We disclose AI content and use the built-in provenance the tools embed (such as SynthID watermarks and C2PA Content Credentials). The EU AI Act is applicable from 2 August 2026 and California's SB 942 lands the same period; both push machine-readable provenance and visible labelling for realistic AI content. We build to that, not around it.
Do you just resell Buffer, Hootsuite, or Jasper?
No. Those are generic, multi-tenant tools — a scheduler with AI bolted on. We build a custom pipeline on your brand and your data: agents tuned to your voice, your products, and your own performance history. We'll integrate a managed tool only where it's genuinely the best choice, and we'll tell you plainly when that is.
Can it run on our own servers and keep our data private?
Yes. We can self-host the orchestration (n8n, LangGraph) and use local, open-weight models for data-sensitive work, so your brand assets and customer data stay inside your infrastructure. Hosted models are an opt-in for the workloads where the sensitivity allows it — the same on-prem posture we bring to the rest of our work.
How fast can we go live?
Honestly, that's gated by platform app review, not by us. Meta's app review for publishing access typically runs around two to six weeks, and TikTok content stays restricted to private view until a compliance audit passes. We set those expectations up front and do the API and OAuth groundwork while the review is in flight — no surprises about the timeline.
Last reviewed:
READY TO TALK?
Scope a content pipeline around your brand
Tell us the cadence you're trying to hit and the data you'd want it built on — your voice, your products, your platforms. We'll scope a pipeline you own, on official APIs with human review baked in, and quote it honestly. Pricing is per engagement, after we understand the work.