Decisions need infrastructure — not an assistant.

We build cognitive infrastructure for reliable decisions under risk.

20+ years building AI-driven products
From strategy to production — architecture, implementation, governance
Designed for regulated and high-stakes environments

What we do

We build a controlled AI operating layer inside real workflows — disciplined, transparent, and accountable.

1

Engineered for Trust

Grounded outputs. Calibrated confidence. Explicit uncertainty — not hallucinations.

2

Institutional Memory

We retain rationale, constraints, and decisions across time — preventing corporate amnesia.

3

Systematic Reasoning

Coordinated cognitive agents reduce single-point failure and produce defensible outcomes.

Flagship services

AI Strategy & Architecture

Design the AI foundation — architectures and operating models for scale, ownership, and reliability.

AI for Decisions & Operations

Build decision-centric AI systems that govern operations through process-aware reasoning and uncertainty.

AI for Engineering

Deliver production-ready AI for engineering execution, with security and governance built in.

Who This Is Built For

For teams accountable for business-critical decisions — where outcomes must be measurable and systems must be governed.

Risk & Compliance Leaders

Govern AI decisions with auditability, controls, and measurable risk reduction.
  • AI Security, Risk & Governance
  • Decision Intelligence Assessment

Operations & Business Leaders

Improve throughput and decision consistency across end-to-end workflows.
  • AI Process Orchestration
  • AI Copilots for Critical Roles

Technology & Architecture Leaders

Build AI that teams can own, operate, and scale across the enterprise.
  • AI Strategy & Architecture
  • AI Governance & Scaling

Product & Engineering Leaders

Ship faster with guardrails — without increasing operational risk.
  • AI-Accelerated Software Delivery

Achieving Quick Impact with AI

Measured in weeks, not years

Goal: Quick measurable impact

Select Process

  • Back-office
  • Routine decisions
  • KPI impact

AI-Workflow

+30—50% faster cycles Up to ~40% fewer errors

AI-Ready Architecture

2—3x faster product delivery

Production Launch

First working process

Measurable KPIs

3—5 key indicators

Scaling

Success — Expansion

Optimization

Repeat process

Results you can measure

3–5 business KPIs. Defined upfront. Measured in production.
Impact must be measurable, reviewable, and governed over time.

    Cycle time: process documents 20–40% faster; cut search up to 70%.
    Decision reliability: reduce hallucinations 40–60% and escalations 30–50%.
    Security: minimize leakage risk and improve malware detection in AI workflows.
    Delivery: ship 30–50% faster with 30–50% less manual rework.
    Insight-to-decision: turn internal data into actionable insight faster across the organization.

Financial services – KYC reviews

Reduce KYC cycle time while maintaining compliance and auditability in regulated environments.
Built for human accountability: AI supports reviewers with traceable, evidence-based outputs.
  • 35% faster KYC reviews
  • < 2% case re-open rate
  • Improved auditability and decision consistency

Global e-commerce – operations

Improve operational decision speed while reducing SLA risk across high-volume workflows.
Designed for SLA-aware operations where decision quality matters as much as speed.
  • 30–40% lower decision cycle time
  • Fewer SLA breaches in critical operations
  • Higher consistency in high-risk decisions

20+ years building AI systems with real ownership

We build and operate AI where decisions have consequences — financial, legal, and reputational.
Long-term accountability. Product mindset. Governed systems.

Our work started over 20 years ago with enterprise AI platforms and large-scale information retrieval and analytics.
Our work started over 20 years ago with enterprise AI platforms and large-scale information retrieval and analytics.
Today, we apply this experience to AI-native systems for business-critical processes, combining modern models with proven engineering and governance.

Discuss your business-critical processes

We don’t pursue “AI everywhere”. We help you focus on 1–3 initiatives, define measurable success, and move them into production.

It starts with a focused 30-minute conversation.

What our clients trust us with

Perspectives from clients on outcomes, trust, and delivering business-critical AI.
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