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Add AI to your product in
weeks, not months.

Your competitors are already shipping intelligent features. We'll integrate AI into yours faster than you can hire a team.

The Smart Way to Add AI

What doesn't work
  • Bolting on generic chatbots that frustrate users.
  • Adding AI features that don't align with core workflows.
  • Implementing AI because everyone else is.
  • Treating AI as a separate product, not native functionality.
What actually works
  • AI designed around your users' existing behaviours.
  • Intelligence that enhances your core value prop.
  • Integration that feels like it was always there.
  • AI that solves the problems your users actually have.

Integration Approaches

Enhance Core Features

Make your existing features smarter. Auto-suggestions, intelligent defaults, predictive actions - AI that users don't even notice.

Add New Capabilities

Unlock features that weren't possible before. Natural language search, content generation, intelligent routing.

Automate Workflows

Let AI handle the repetitive tasks. Data entry, categorization, quality checks - free your users for high-value work.

Personalize Experience

Every user gets their perfect product. Adaptive interfaces, custom recommendations, personalized insights.

Built for Your Stack

Frontend Integration

  • React/Next.js components
  • Real-time AI responses
  • Optimistic UI updates
  • Progressive enhancement

Backend Architecture

  • API gateway design
  • Queue management
  • Caching strategies
  • Cost optimization

Model Integration

  • OpenAI/Claude/Gemini
  • Custom model hosting
  • Prompt management
  • Version control

Data Pipeline

  • ETL for training data
  • Vector databases
  • Real-time processing
  • Privacy compliance

Our Integration Process

Week 1

AI Audit

We analyze your product, identify high-impact opportunities, and design an integration roadmap that aligns with your product goals.

Week 2-3

Design & Prototype

Create AI experiences that feel native. Mockups, user flows, and interactive prototypes to validate before building.

Week 4-6

Build & Test

Develop robust AI infrastructure. From API integration to error handling, we build for reliability at scale.

Week 7-8

Launch & Monitor

Deploy with confidence. A/B testing, performance monitoring, and gradual rollout strategies.

Engagement shapes

Two ways most teams work with us.

A focused integration on a specific feature, or a broader push across the product. Both fixed-scope, both quoted in writing before we start.

Focused integration

Add one to three AI features to your existing product, end to end.

  • Feature design and UX
  • API integration with your stack
  • Eval coverage on the prompts that matter
  • Production rollout and 30-day stabilisation
  • Roughly 4-week build window
Most picked

Comprehensive integration

Five to ten AI touchpoints across the product, with shared infrastructure.

  • Full product audit and integration plan
  • Shared retrieval, eval, and observability layer
  • Custom fine-tunes or routing where it earns its keep
  • Performance dashboard and cost guardrails
  • Roughly 8-week build window
Pricing

Every integration is custom and the price reflects what you're bringing in (existing stack, scale, compliance) and what you're launching. We quote in writing on the discovery call, before any work begins.

Success Stories

BEFORE

Manual data entry taking hours per client

AFTER

AI extraction with 98% accuracy in seconds

Legal tech SaaS - 300% productivity increase

BEFORE

Generic search returning irrelevant results

AFTER

Semantic search understanding user intent

Ecommerce platform - 45% increase in conversions

BEFORE

Support team overwhelmed with repetitive questions

AFTER

AI handling 70% of queries automatically

B2B SaaS - $500K annual savings

AI Integrations FAQ

Common questions about AI integrations.

The ones product teams ask before signing off on AI work. Don’t see yours?

Ask on a discovery call

Yes. We work in your repo, your stack, your conventions. We'll send a few PRs in the first week so you can see how we write code before committing to a full integration.

OpenAI, Anthropic, Google, plus open-source models via Together or Replicate. We pick based on quality, latency, and cost for your specific workflow, and keep the choice swappable.

We design for SOC 2, GDPR, and data residency from day one: prompt scrubbing, audit logs, region-locked deployments, and zero-retention provider configs where supported.

We size context, cache aggressively, and route to smaller models on the hot paths. Every integration ships with a per-user cost dashboard so you see margins, not just usage.

A focused integration on one to three features ships in roughly 4 weeks. A comprehensive cross-product push runs around 8 weeks. Both fixed-scope, both quoted before we start.

Optional. Most clients run a light monthly engagement after launch for prompt tuning, model upgrades, and new feature rollouts. Or your team can take it from there.

Ready to Ship AI Features?

Your competitors are already building. Let's help you leap ahead.