AI · Product · Platform

Intelligent systems,
engineered for the real world.

We build the AI agents, decision pipelines, and adaptive interfaces that make your product measurably smarter — without the six-month science project.

Start a discovery call → See our work

Trusted by teams
at 80+ companies

p95 · 142ms

+12.4% CR

0.86 confidence

HighPixel Console v1.0

LIVE

agent-graph 5 nodes · 6 edges

confidence — fraud-ops

0.86 +0.04

adaptive — variants 3 active

LIVE · production

13:42:01 [agent.router] → routing to tools.search · k=8 13:42:01 [decision.fraud] score=0.84 → flag for review 13:42:02 [adaptive.exp] promoted variant_b → +12.4% CR 13:42:03 [platform.kv] cache hit ratio 0.97 · p95 14ms 13:42:04 [agent.tools] vector.search returned 12 candidates 13:42:04 [decision.recsys] ranking model v8 → 4 personalized 13:42:05 [platform.obs] trace 7e2 · 142ms · 0 errors 13:42:06 [agent.reason] plan→act→observe step 3/4 ✓ 13:42:01 [agent.router] → routing to tools.search · k=8 13:42:01 [decision.fraud] score=0.84 → flag for review 13:42:02 [adaptive.exp] promoted variant_b → +12.4% CR 13:42:03 [platform.kv] cache hit ratio 0.97 · p95 14ms 13:42:04 [agent.tools] vector.search returned 12 candidates 13:42:04 [decision.recsys] ranking model v8 → 4 personalized 13:42:05 [platform.obs] trace 7e2 · 142ms · 0 errors 13:42:06 [agent.reason] plan→act→observe step 3/4 ✓

42 events/sec

17+

Years building

1,246

Projects shipped

98%

CSAT score

∞

Coffees

02 · What we build

Three layers.
Six solutions.

We work across the stack — but think in layers. Intelligence shapes the experience. Product engineers ship it. Foundation keeps it safe and fast.

// Layer 01 · Intelligence

3 solutions

Agentic AI Systems

Autonomous agents that plan, act, and learn from outcomes.

Multi-step reasoning & tool use
Memory + retrieval pipelines
Eval harness & guardrails

Explore → /solutions/autonomous-systems

Decision Intelligence

ML that turns signals into actions — explainable and observable.

Ranking, scoring, recommender systems
Real-time feature stores
Drift, fairness & A/B

Explore → /solutions/decision-intelligence

Adaptive UX & Personalization

Interfaces that respond to each user, context, and moment.

Server-driven UI variants
Bandits & cohort experiments
On-device personalization

Explore → /solutions/adaptive-experiences

// Layer 02 · Product

2 solutions

Product Engineering

Web, mobile, and commerce builds — shipped at studio quality.

Next.js, React Native, Swift/Kotlin
Headless commerce & payments
Design system foundations

Explore → /solutions/product-engineering

Operations & Internal Tooling

Workflows, dashboards, and admin UIs that don't slow your team.

Ops consoles & approval flows
Data apps with row-level perms
Workflow automation

Explore → /solutions/internal-tools

// Layer 03 · Foundation

1 solution

Platform, Cloud & Privacy Engineering

Secure, observable, compliant infrastructure under everything we build.

AWS / GCP cloud foundations
Observability, SLOs & cost guardrails
PII, consent & DPDP/GDPR readiness

Explore → /solutions/platform-privacy

03 · Selected work

Systems that moved real numbers.

ranked for · session_42a

Real-time recommender for a D2C fashion brand

Replaced a static merchandising flow with a session-aware ranker that learns from every tap, view, and bag-add — driven by a real-time feature store.

34%

of GMV now flows through the recommender

Read case study →

agent · queue

● auto-cleared ● escalated

Lending Fintech · Agents

Agent-driven fraud ops for a lending fintech

Triage agents now read the case file, pull external signals, score the decision tree, and queue analysts only on the genuinely ambiguous.

3×

cases reviewed per analyst per day

Read case study →

04 · How we work

Four steps. No theatre.

Most projects ship their first usable slice in three weeks. The rest is sharpening, scaling, and staying around to see it work.

Discover

We frame the real problem and the smallest system that proves it.

02 · active

Architect

Data shapes, model choices, contracts, and observability — drawn before we code.

Engineer

Two-week vertical slices. Real users on real production from week three.

Operate

Drift, evals, cost, latency. We stay on the wall, not just the launch.

Tooling we trust

Python

FastAPI

PostgreSQL

LangGraph

Redis

Next.js

AWS

Pinecone