Futuristic AI design + development company

We build culturally aware AI products for education, culture, and finance.

Adaptiv is an independent AI product studio. We design experiences, engineer applications, and craft open-source + small language models—complete with AI video systems—for teams that need reliable launches across EdTech, Culture Tech, and FinTech.

Adaptiv AI systems
EdTech · Culture Tech · FinTech
Products shipped

32

AI experiences live across 18 markets

Model assets

58

Open-source forks, SLMs, eval suites

Studios

Paris · Bengaluru · Ajmer · Remote

Follow-the-sun build squads

Capabilities

Design, model, and build cycles inside one studio.

Cross-functional pods cover discovery, experience strategy, model experimentation, engineering, and lifecycle ops—so your AI product arrives minimal, elegant, and production-ready.

AI strategy + experience design

Narratives, service design, and interaction systems that make intelligent products feel inevitable.

Vision labsRitual & workflow mappingSpeculative prototyping

Open-source + small language models

Fork, distill, quantize, and govern models that run on your own stack—no opaque dependencies.

Model gardenSLM distillationGuardrails

AI application engineering

Web, mobile, and ops copilots engineered with resilient architectures, design systems, and analytics.

Full-stack squadsDesign systemsObservability

AI video + culture tech systems

Synthetic media pipelines for onboarding, cultural storytelling, and large-scale knowledge distribution.

Narrative enginesAvatar + voiceAutomation hooks

FinTech-grade trust layer

Precision data work, explainability, and compliance patterns so AI flows pass audits on day one.

Risk & controlsFeature storesModel interpretability

Lifecycle + ops

Playbooks for hypercare, experimentation, and continuous tuning once the product is live.

MLOpsRunbooksExperimentation

Industries

EdTech, Culture Tech, and FinTech programs with depth.

EdTech ecosystems

ISO-ready data stack + FERPA alignment

Learning OS, adaptive curriculum builders, assessment copilots, and AI video academies deployed in 12 countries.

  • Curriculum intelligence
  • Learner twins
  • AI video classrooms

Culture tech labs

Museums + cultural boards in 7 cities

Storytelling engines, digital archives, and immersive cultural journeys blending AI video with spatial design.

  • Generative storytelling
  • Visitor guidance
  • Cultural data ontologies

FinTech intelligence

Audit-friendly traceability + stress-tested evals

Underwriting copilots, conversational servicing, explainable SLMs, and compliance dashboards for regulated teams.

  • KYC automation
  • Decisioning copilots
  • Trust dashboards

Selected work

Global launches that feel minimal, human, and futuristic.

Adaptive Learning OS
EdTech

Adaptive Learning OS

Multi-tenant platform combining learner models, assessment intelligence, and AI video production for universities.

Culture Atlas
Culture Tech

Culture Atlas

Spatial storytelling and AI docents that preserve archives while delivering immersive, accessible tours.

Trust Fabric
FinTech

Trust Fabric

FinTech-grade decisioning copilot that blends proprietary data, SLMs, and explainability widgets for ops teams.

Studio culture

Global rituals that blend research, design, and engineering.

Every engagement taps a dedicated pod with research, design, model, and build leads. We operate on design sprints, technical spikes, and ops reviews so teams experience clarity at every stage.

Studios

Paris · Bengaluru · Remote

Practice

Design × Engineering × Research

Timezones

Follow-the-sun 24/5 delivery

Signal mapping

Discovery rituals, insight synthesis, north-star canvas.

Model + product sprint

Co-design interactions, train/test, ship internal alpha.

Scale operations

MLOps, governance, handover, and continuous evolution.

Next step

Ready to design a futuristic AI product?

Tell us about your roadmap and we’ll assemble a custom sprint—covering research, design, model strategy, and engineering—within 48 hours.