Transform decisions into intelligent action
We understand small and medium enterprise, and we build bespoke decision systems that respect your autonomy, integrate with your stack, and scale safely beyond the pilot phase.
Most companies are experimenting.
Almost none are scaling.
AI adoption surged dramatically in 12 months
Of knowledge workers' time spent on coordination
Large firms have 3x more AI adoption than SMEs
Why your AI never
leaves the pilot phase?
It's not lack of technology. It's lack of architecture.
Fragmented Decisions
We have 5 systems telling us 5 different answers. Validation lives in email threads. Our risk thresholds are tribal knowledge.
Human Bottlenecks
Critical processes depend on manual approval, but nobody knows when it's safe to automate, when supervision is needed, or where to place safety circuit-breakers.
Unmapped Risk
35% of companies cite integration as barrier #1. Add regulatory compliance (EU AI Act, ISO 42001) and risk paralyzes innovation.
Deliverables you can audit, run, and govern
From abstract to concrete - in weeks, not years.
Decision Trees & Task Matrix
Complete mapping of who decides what, when, and how
Risk Maps (3 types)
Decisions, Data, and Agency - with autonomy zones and HITL thresholds
Agent Blueprints
Documented configurations, tools, policies, and guardrails
Compliance Pack
Documentation aligned to NIST AI-RMF, ISO 42001, and EU AI Act
Cyclical and de-risked process
We don't do big bang. We start small, document everything, and scale only what works. Alignment at your level. Reliable for business. Auditable for compliance.
Why we're different
We don't sell technology. We build capability.
We speak both business AND systems
We translate your decision logic into automated flows that respect your governance, culture, and regulatory posture
Intelligence with accountability
Every agent has a name, boundary, and documented rationale. You retain control, transparency, and portability
Scale with precision
We prioritize where agency adds measurable value. Start small, document everything, grow only what works
Trust through clarity
Your leadership will always know what's happening, why, and how. Every decision is explainable. Every risk is mapped
Speed without chaos
We deliver working prototypes in weeks. Complete documentation. Built-in training. Accelerated time-to-value
Open and modular stack
Open-source LLMs + modular orchestration = no vendor lock-in, cost control, portable architecture
The race has already begun
Small SMEs vs 40.1% large firms using AI
OECD 2024
Of organizations are experimenting with AI agents
McKinsey 2025
Of GenAI users report performance gains
OECD 2024
Manage to scale beyond pilots sustainably
McKinsey 2025
Verticals where we have
proven thesis
We score niches using 4 practical criteria: Discoverability, HITL, Integrability, and Scalability.
Influencers and Social Media
Direct Consumer Relationship
Inbox triage, niche research, outreach
Niche brands
Apparel and Brands
Product listing, order routing, marketing repurpose
Professional Services
Legal / Tax / Advisory
Intake triage, doc drafting, research copilots, engagement QA
E-commerce & Retail
Operations & Logistics
Pricing & promotions, catalog ops, returns triage
Transform concept into agency
Stop watching the AI revolution from the sidelines. Let's build the decision systems that will define your competitive advantage and value for the next decade.
Ready to start?
Schedule your 30 minutes discovery mapping session. No obligation, just clarity.
Book ConsultationLimited spots available for Q4 2025