Seven disciplines.
One outcome.

An applied AI research lab working with enterprises across seven service areas — enterprise AI strategy and consultancy, generative AI and AI agent development, AI-powered software, analytics and business process automation, and document intelligence. From the first roadmap to systems running in production.

Why it works

Built to move the metric that matters.

1.0 Speed

From first workshop to shipped — in weeks

Learn more →
2.0 Team

Seven disciplines under one roof

Learn more →
3.0 ROI

Ranked by value before any code

Learn more →
4.0 Ownership

You own every model, line & the IP

Learn more →
Enterprise AI Strategy01 / 07

Strategize

We help enterprises decide where AI is actually worth doing. Our AI strategy work audits your data, workflows and decision bottlenecks, ranks opportunities by ROI and feasibility, and returns a sequenced roadmap with the build, buy or ignore call made on each one — tied to business outcomes, not a deck of buzzwords.

Talk to us

Map the decisions that matter and the data, workflows, and bottlenecks feeding them.

Rank every opportunity by ROI, feasibility, and time-to-value. Make the build / buy / ignore calls.

A sequenced plan tied to outcomes: what to do first, what it depends on, how to measure it.

AI Consultancy02 / 07

Advise

Embedded AI consulting for the calls that are expensive to get wrong — architecture reviews, model selection, build-versus-buy, and the guardrails that keep a system safe in production. Senior judgment for teams weighing AI solutions for their business, working as an extension of your team.

Talk to us

A hand-drawn AI-strategy whiteboard: a central “AI STRATEGY” oval with arrows in from four clusters — Problem (long response times, manual ticket triage), Constraints (budget, compliance, timeline), Opportunities (automate FAQs, assist agents, summarize tickets), and Approach (RAG + knowledge base, right model, guardrails).

Generative AI03 / 07

Generate

We build generative AI systems that hold up in production: RAG pipelines grounded in your own sources, LLM applications, and copilots teams actually use. Every answer traces back to the document it came from, so people can check the reasoning instead of trusting it — and running costs stay predictable.

Talk to us

Knowledge — documents, emails, records and notes — rests on the top plate and streams down through a layer of context and reasoning, converging into a single trusted answer that glows on the base plate.

AI-Powered Software04 / 07

Build

We design and ship production software with AI inside it — full-stack products, internal tools, and the platforms other teams build on, plus the application architecture around them: where inference sits, and how the whole thing gets deployed and maintained.

Talk to us
Analytics & Automation05 / 07

Automate

We turn enterprise data into role-specific intelligence and repetitive work into automated pipelines — the data plumbing underneath, analytics shaped for whoever is reading them, and business process automation across the steps teams still do by hand.

Talk to us
AI Agent Development06 / 07

Delegate

We build AI agents and agentic workflows that connect your systems, retrieve the right context, and carry multi-step work to completion with human checkpoints — plus multi-agent systems that reason in parallel and preserve disagreement.

Talk to us
Reasoning council
Agent ABuild
Agent BBuy
Agent CDefer
SynthesisBuild core · buy rest · 2 tensions kept
Document Intelligence07 / 07

Understand

We turn contracts, invoices, tickets and reports into structured, searchable knowledge. Intelligent document processing pulls out the fields that matter, semantic search makes the archive answerable in plain language, and every answer comes back cited to the record it came from — down to an individual document.

Talk to us
Grounded answer
QWhat changed in Q3 procurement policy?
invoice-augpolicy-v4.pdfdeck-q2memo-0912notes-7ledger-03draft-xemail-114
Approval threshold moved to $25k123 — effective Q3.
confidence0%
How we engage

Three ways to start — pick the one that fits.

Every engagement begins with the decision you're trying to make, then sizes itself to how far you want us to go — from a sharp roadmap to a system in production.

012–4 weeks · fixed scope

Strategy Sprint

We map where AI actually moves the needle and hand you a prioritized, ROI-ranked roadmap — opportunities, sequencing, and the build / buy / ignore calls.

Best for — teams deciding where to start.Start a sprint
02Ongoing · retainer

Embedded Advisory

We sit in on the high-stakes calls — architecture reviews, model selection, build-vs-buy, and the guardrails that keep it safe — as a hands-on extension of your team.

Best for — teams already building who want senior judgment.Talk to us
03Scoped · end-to-end

Build Partnership

We design, build, and ship the system — generative apps, internal tools, automation pipelines — then hand it over documented and fully owned by you.

Best for — teams who want it built, not just advised.Scope a build
vunLegalComing soon

Constitutional research that shows its work.

Reads, reasons and drafts on Indian constitutional and rights law — every claim carrying its citation.

Explore vunLegal
Start with the decision

Turn frontier intelligence into decisions you can act on.

Talk to us

Replies within one business day · NDA-friendly