Build
Systems that run the work
For operations and product teams carrying a process that should have been automated two years ago.
Taking on two new projects this quarter
AI that ships,
not AI that demos.
One studio, two halves. We build the AI systems that run your operation — and we run the video, search and answer-engine work that gets you found.
Grow
Presence that gets you found
For marketing teams who need to show up — in feeds, in search results, and in the answers AI assistants give.
Built on the tools we recommend
- OpenAI
- Anthropic
- Gemini
- Perplexity
- n8n
- Vercel
- Cloudflare
- Supabase
- TypeScript
- Figma
What we do
Two tracks, one team, one contract.
Most agencies hand you off between specialists. We keep the people who designed the system in the room when it's built — and when it breaks. Take one track or both.
Build
Systems that run the work
AI Systems Design
We map how the work actually gets done, then build the system that runs it — retrieval, agents, tool calls, evals and the fallbacks for when a model is wrong.
- Architecture & tool design
- RAG and data pipelines
- Evals, guardrails, observability
AI Bot Design
Assistants that hold a conversation and finish the task. Scoped to a job, connected to your systems, and honest about what they can't do.
- Support, sales and internal copilots
- Voice and chat
- CRM, docs and ticketing hooks
Website Design
Sites built around one decision you want a visitor to make. Fast, accessible, and structured so your team can edit it without calling us.
- Design systems & component libraries
- Next.js builds
- CMS and analytics wiring
Grow
Presence that gets you found
AI Video & Social
Generative video and a publishing cadence you can sustain. Concept, script, render, edit and ship — in the formats each platform rewards.
- Short-form and ad creative
- Product and explainer video
- Channel strategy & scheduling
AI SEO
Technical health, content architecture and topical depth — with AI doing the volume work and a human deciding what's worth publishing.
- Technical audits & Core Web Vitals
- Entity and topic modelling
- Programmatic content at scale
GEO
Generative Engine Optimization. When someone asks ChatGPT, Perplexity or Google's AI for a recommendation in your category, we work to make your brand the one it names.
- Answer-engine visibility tracking
- Citation & source strategy
- Structured data and schema
What you get
Deliverables, not slideware.
Every engagement ends with things you own and can operate without us. Here's what lands in your hands.
BuildSystems that run the work
A working system in your repositories
Not a demo on our laptop. Your accounts, your infrastructure, your code.
Evals and monitoring
A test suite for model behaviour, plus dashboards that tell you when quality drifts.
Documentation written for engineers
Architecture notes, runbooks, and the reasoning behind each decision.
A handover session
We walk your team through it until they can change it without us.
GrowPresence that gets you found
A publishing calendar you can sustain
Volume matched to your capacity, not to what looks impressive in a proposal.
Assets, shipped
Cut and formatted per platform, with the source files so you can re-edit.
A visibility baseline
Where you rank, where you're cited, and which assistants name you today.
A monthly read on what moved
What changed, what caused it, and what we'd do next — in plain language.
How we work
Four phases. No mystery.
You'll know what's happening each week, what it costs, and what we'd do differently if it were our money.
- 01
Diagnose
A week of questions. We look at your funnel, your stack and your team's actual capacity, then tell you which problem is worth solving first — including when the answer isn't AI.
- 02
Prototype
A working slice in front of real users inside two weeks. Narrow on purpose, so we learn whether the idea holds before anyone commits a quarter to it.
- 03
Build
We harden the prototype into something maintainable: tests, evals, monitoring, documentation, and a handover your engineers can actually read.
- 04
Operate
Models drift and platforms change their rules. We stay on to measure, retrain and adjust — or train your team to take it over.
Questions
The things people ask before signing.
If yours isn't here, send it over — we answer in plain language.
What does a typical engagement cost?
Diagnosis is a fixed fee. Build work is scoped per project once we know what we're building — we'd rather quote something real than publish a number that means nothing. Most clients start between a focused prototype and a full quarter of build.
Can we hire you for just one side — build or growth?
Yes. Plenty of clients take one track. They're run by the same team, so if the work crosses over — say a product launch that needs both a bot and a video campaign — nothing gets handed off to a different agency mid-project.
Do we need to have our data in order first?
No, and almost nobody does. Getting data into a usable shape is usually part of the first phase. If your data genuinely can't support what you want, we'll tell you that in week one rather than six months in.
Who owns the code and the models?
You do. Everything we build is delivered to your repositories and your accounts, documented well enough that another team could pick it up. No lock-in to us as a vendor.
What is GEO, and is it different from SEO?
SEO is about ranking in a list of links. GEO — Generative Engine Optimization — is about being the source an AI assistant cites when it answers a question directly. The tactics overlap but the measurement is different: we track mentions and citations across assistants, not just positions.
Can you work alongside our in-house engineers?
Yes, and it usually goes better that way. We can lead the build with your team embedded, or act as a specialist pair on a team that already has momentum.
How do you handle the parts where AI isn't the answer?
We say so. A good portion of what gets pitched as an AI problem is a process or data problem wearing a costume, and you're better served hearing that from us early.
Get in touch
Tell us what's
not working yet.
Bring the problem — we'll tell you whether it's worth building, and roughly what it takes.
- 30 minutes, no deck
- We'll say if it isn't worth building
- A rough shape and cost by the end
Prefer email?
hello@currniverra.comBook a call
Pick a slot that suits you. Choose the track closest to what you need — if it's both, either one is fine.
Rather write than talk? Send a message
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