How We Work

Weaving the thread into fabric.

We don't throw models over the wall. We deploy our platform on your infrastructure, build production agents with your team, then hand over the keys. Your ownership, our support.

The Problem
75%

of enterprise AI projects fail silently

Crushed ROI. Burned budgets. Eroded board confidence. The AI is ready. The execution isn't. Vendors throw models over the wall. Consultancies deliver slide decks. Internal teams drown in backlog. The thread between strategy and execution breaks.

Expectation

"Let's build some agents!"

Agents promise to transform knowledge work—30-50% faster decisions, 30%+ cycle time reduction, 40% productivity uplift.

vs.
Reality

All we need is...

  • Hallucination detection
  • Prompt injection defense
  • 99.99% availability
  • Sub-3-second latency
  • Rate limiting & cost controls
  • Tool failure handling
  • Dynamic memory systems
  • Safety filters & fallbacks
  • Full observability & logging
  • ...and 50 more things

Loom handles the hard stuff. You focus on the outcomes.

The Method

Three phases to production

Every engagement follows the same path—from strategy to sovereignty.

1

Architect the Outcome

We treat agents like new hires, not science experiments.

The Problem

A team demos an impressive agent, everyone applauds, and six months later it's still "almost ready for production." Technology without outcomes is theater.

Our Approach

Before we write a single line of code, we write a Job Description for the agent. Role. Responsibilities. Success metrics. Reporting structure. Boundaries.

If you can't articulate the job, you're not ready to hire the agent.

Source & Triage Ideas

Interview stakeholders, identify P&L drivers, and filter opportunities through our Suitability Matrix—killing bad ideas early.

Goal Decomposition

Decompose corporate KPIs into agent-achievable tasks. Strategic goal → tactical barrier → agent opportunity.

Agent Design

Write the Job Description: role, responsibilities, success metrics, human relationship, boundaries—before any code.

Output A clear, measurable Agent Job Description with defined success criteria—before any development begins.
2

Engineer the Reality

We embrace your brownfield. That's where the real work happens.

The Problem

Your infrastructure isn't a greenfield. It's a sea of legacy systems, heterogeneous APIs, and hard-won security controls. Most AI vendors throw models over the wall and wish you luck.

Our Approach

Data gravity is the strongest force in enterprise architecture. We deploy Loom where your data lives—eliminating the latency, security risks, and compliance headaches of moving sensitive data to external clouds.

No SaaS. No data exodus. Your infrastructure, your control.

Build Capability & Logic

Deploy Loom on your infrastructure. Build agent logic using Marketplace templates or custom Weaver development with your domain experts.

Evaluate, Iterate & Test

Rigorous testing against your real data and edge cases. Continuous iteration until the agent meets production standards.

Environment Build

Integrate with your existing systems—API gateways, IAM, logging, security controls. Same reliability guarantees as any system actor.

Output Production agents running on your infrastructure, integrated with your systems, under your security controls. 4–8 weeks from kickoff.
3

Hand Over the Keys

We build to leave. You keep everything.

The Problem

Pilots succeed, then stall. The vendor leaves, institutional knowledge walks out the door, and you're stuck with a system you can't evolve.

Our Approach

You own the agents and the source code. Built on Google ADK—open-source, cloud-agnostic, runs anywhere. Loom stays on your infrastructure with ongoing platform support.

Your ownership, our support. A platform you operate, evolve, and scale—without us.

Rollout & Iterate

Graduate through Shadow → Supervised → Full Autonomy. Real users, real feedback, continuous refinement.

Performance Optimization

Monitor, tune, and optimize. Cost controls, latency improvements, accuracy refinements based on production data.

Continuously Evolve

Your team gets Weaver. Build your next agent without us. True independence, not vendor dependency.

Output Full ownership of agents, source code, and Weaver. Loom platform with ongoing support. A system you can evolve independently.
The Maturity Path

Where do you want your agents to go?

Most enterprises get stuck at pilots. We help you reach production—at whatever level of autonomy fits your risk appetite.

Stage 1

Shadow Mode

Agent analyzes real work and suggests actions. Humans make every decision. See what the agent would do before it does anything.

"Agent recommends approving this invoice. Here's why."
Stage 2

Supervised Mode

Agent executes low-risk tasks automatically. High-stakes decisions wait for human approval. You stay in control of what matters.

"Agent processed 47 invoices. 3 flagged for your review."
Stage 3

Full Autonomy

Agent operates independently within defined guardrails. Humans review exceptions and edge cases. Maximum efficiency, minimum overhead.

"Agent resolved 142 exceptions this week. 2 escalated to human."

Not every agent needs full autonomy. Some use cases demand human oversight permanently. We help you reach the right level—and stay there safely.

The Ecosystem

Three components, one fabric

Start with the marketplace for speed. Expand to custom for differentiation.

Loom

The platform. Deployed on your infrastructure. Where agents run, where governance applies.

Learn about Loom →

Marketplace

Pre-built agents. Production-proven. Deploy in days for immediate impact.

Explore Marketplace →

Weaver

The conversational AI builder. Co-build custom agents with your domain experts—then keep building on your own.

Learn about Weaver →
The Result

Production-grade agents you own, control, and evolve—on your timeline, for your outcomes.

You Own It

Agents, source code, Weaver. Built on open-source, fully portable.

You Control It

On your infrastructure, under your governance, with your security.

You Evolve It

Build future agents independently. A platform, not a dependency.

Stop Piloting. Start Producing.

30-minute architecture review. We'll identify your first agent and map the path to production.

Book a Review