Forward-Deployed · B2B Product & Engineering Teams
Restructure engineering with AI.
AI-native forward-deployed teams for enterprise product leaders. We find where AI actually pays off, build that, and skip the hype. Faster delivery, lower cost, less risk. EU & US teams, delivered from Asia.
Most vendors sell you AI hype. We evaluate whether your product actually needs it. If a simple workflow beats an LLM, we say so - saving you the spend.
What we do for B2B Product Leaders
Three product-focused engineering capabilities. Done deeply.
Right-Fit AI Architecture
Frontier LLM selection, token & cost optimization, business case first. The cheapest engineering solution that works, wins.
Agentic Product Systems
RAG, multi-agent orchestration, reusable agents across the whole product lifecycle - built to compound across future work.
Regulated-Grade Delivery
Multi-tenant by design, evidence-based evaluation, built for high-stakes healthcare & fintech domains. AI that survives review.
Our Approach
Enterprise-grade Agile delivery frameworks paired with uncompromising compliance.
Enterprise Agile (SAFe & Scrum)
We integrate seamlessly with your internal PMOs using rigorous Scrum and Scaled Agile Framework (SAFe) methodologies. Predictable sprints with measurable value drops.
Your IP in Writing
Work product is assigned to you by contract. Clear ownership before any work begins.
GDPR Aware & Data Minimal
We act as data processor under your DPA. We collect only what a verified engagement needs.
Continuity & Overlap
Dedicated working hours overlapping EU & US teams, with named escalation paths and instant backfill guarantee.
Target Industry Domains
Regulated, high-stakes domains where mistakes cost lives, licenses, and millions.
Insights
Real products shipped in production, in domains where mistakes cost millions. Where AI was overkill - and where missing it cost everything.
The workflow that didn't need an LLM
A team wanted a model. A rule and a queue did the job - 90% cheaper, same result. When simple wins, we say so.
The signal no one was watching
Operational data hid a warning. Unwatched, it compounds into failure. AI monitoring catches it in seconds - this is where AI earns its keep.
Our work lives behind NDAs, in production, on real regulated data. We don't leak it to win a sale. Want to see? Sign, and we'll walk you through everything.
Request a private walkthroughAbout Us
An AI-native forward-deployment team shipping production products in healthcare, payments, and regulated enterprise tech. Registered MSME entity with formal governance.
MSME Udyam Verified
Registered Micro, Small & Medium Enterprise (Udyam Govt. of India). Fully compliant invoicing, DPA contracts, and tax alignment.
TRN Registration
Tax / Registration Reference Number (TRN): 332600192873TRN. Compliant for international EU & US invoicing.
Asia to EU / US
Forward-deployed delivery center based in Asia holding overlapping working hours for EU and US enterprise engineering teams.
B2B Contact & Inquiries
Connect directly with our engineering founders or business team. We respond within one business day.
B2B Client Services
For enterprise SOWs, 90-day sprints, and vendor onboarding support.
Executive Leadership
Direct technical architectural reviews, strategic advisory, and custom evaluation SOWs.