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.
A custom agentic content pipeline on your brand voice and your data — trend-hunt, generate, human review, schedule, measure — on the platforms' official APIs. A system you own, not another seat of someone else's SaaS.
▶The pipeline running end to end — trend-hunt, generate, review, schedule (coming soon)
A steady publishing cadence eats a team alive, generic SaaS tools cap out at “scheduler with AI bolted on,” and handing an autonomous agent your brand voice is a risk nobody should take. The answer is 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.
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 and per-user OAuth — the same compliant route the big schedulers use.
07
Measure
We pull the platforms' own insights, attribute honestly, and feed what worked back into the next round of creative. No borrowed reach numbers, no invented ROI.
FLAGSHIP — THE AGENT WE RUN
Our agentic social media marketer, end to end
The pipeline above isn't a diagram — it's an agent we run end to end on a custom harness, from trend-hunt to admin-dashboard sign-off to measurement. Nothing publishes until a human approves it.
01
Trend & viral analysis
Higgsfield surfaces what's actually working in your niche right now; the agent turns it into a creative brief instead of guessing.
02
Image & video generation
On-brand stills with Nano Banana Pro and short-form video with Seedance v2 — sized and cut for TikTok, YouTube Shorts, and Instagram Reels.
03
Human sign-off, then schedule
Every asset lands in an admin dashboard for a person to approve; approved posts schedule and publish through Metricool on official platform APIs.
04
Measure & self-tune
The agent reads reach, exposure, and follower growth from the dashboard and adjusts the next round's hooks, formats, and timing itself.
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.
- 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 — the same compliant route Buffer and Hootsuite use — and nothing else. Scraping, browser automation, and unofficial bots violate platform terms and risk 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: official APIs only, AI provenance kept intact, disclosure where the platforms or the law require it — and when a platform's app review gates go-live, we tell you the lead time up front.
QUESTIONS
Straight answers
Will people know the content is AI-generated?
Where platforms or the law require it, yes — by design, not a compromise. We disclose AI content and keep the built-in provenance intact (SynthID watermarks, C2PA Content Credentials). The EU AI Act and California's SB 942 both push visible labelling; 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 tuned to your voice, your products, and your own performance history — and we'll integrate a managed tool where it's genuinely the best choice.
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 brand assets and customer data stay inside your infrastructure. Hosted models are an opt-in where the sensitivity allows.
How fast can we go live?
Honestly, that's gated by platform app review, not by us. Meta's review typically runs two to six weeks, and TikTok content stays private until a compliance audit passes. We set those expectations up front and do the API and OAuth groundwork while the review is in flight.
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 and quote it per engagement.