Foundation strategy
Model selection, build-vs-buy, and architectural blueprints calibrated to your domain, latency, and cost envelope.
Turn raw models into production AI — from promptdataidearesearch to platform
Activa Studio partners with founders and product teams to design, train, and ship AI systems that work in the real world. Faster experiments, cleaner data, measurable outcomes.
Activa pairs deep model evaluation with product-grade engineering — so every release ships with benchmarks side-by-side with the concept, not weeks after.
Why teams pick Activa
Move from AI curiosity to AI capability
We help teams compress months of R&D into focused sprints — combining model selection, retrieval design, evaluation harnesses, and shippable UIs into a single delivery loop.
Start a project<0 days
From kickoff to first working prototype
+0% eval lift
Average accuracy gain vs. baseline models
SOC 2 ready
Built on audit-friendly infrastructure by default
0× faster
Iteration speed on RAG & agentic workflows
Capabilities
An end-to-end studio for AI products
We work across the full surface — from data, to model, to interface — so AI features don't get stuck at the prototype stage.
Fine-tuning & RAG
Retrieval pipelines, embedding evaluation, LoRA/QLoRA tuning, and evaluation harnesses for measurable lift.
Agentic workflows
Tool-using agents, planning loops, and human-in-the-loop interfaces built with guardrails and observability.
Product engineering
Native-quality UX, streaming UIs, and SDK design — so AI features feel like product, not like demos.
Eval & observability
Golden sets, regression dashboards, and production telemetry that show what changed — and why it matters.
Safety & compliance
Red-team playbooks, PII handling, residency controls, and policy-aligned outputs for regulated industries.
Engagements
Choose the right engagement for your setup
Fixed-scope sprints, embedded squads, or full retainer. Every engagement comes with an evaluation harness and weekly demos.
Sprint
Two-week focused build to ship a working prototype against a clear hypothesis.
$18k fixed
Per 2-week sprint
- Solution design & data audit
- Working prototype + eval harness
- Handoff doc & rollout plan
Embedded squad
Activa engineers and designers join your team on a rolling monthly basis.
$48k / month
Two-person pod, 3-month minimum
- Everything in Sprint, plus
- Embedded pairing with your team
- Production rollout & observability
- Weekly stakeholder demos
Studio retainer
A long-term partnership for teams shipping AI as a core part of the product.
On request
Tailored scope & pricing
- Cross-functional senior team
- Quarterly roadmap & OKRs
- Compliance & safety reviews
Trusted by teams shipping AI
Operators, founders, and platform teams
NEURALPATH
ATLAS&CO
FLUXWORKS
HELIO.AI
NORTHCURRENT
OCTAVE LABS
RIDGE&ROW
PARALLEL.IO
NEURALPATH
ATLAS&CO
FLUXWORKS
HELIO.AI
NORTHCURRENT
OCTAVE LABS
RIDGE&ROW
PARALLEL.IO
Let's build
Ready to activate your AI roadmap?
Tell us where you are — exploring, prototyping, or scaling — and we'll come back within one business day with a tailored plan.