Kuzushi Labs · FIELD 1.0
FIELD
A customer outcome. A practical path to delivery.
Our methodology for evaluating and scoping client work, from the first commercial question through engineering, adoption and ongoing ownership. Every commitment connects to a requirement, a mechanism, evidence and an accountable decision.
Arunank Sharan · Kuzushi Labs · June 2026 – August 2026
- F
Frame the outcome
Value, alternatives and readiness
- I
Investigate the workflow
People, exceptions and evidence
- E
Engineer the solution
Scope, resources and authority
- L
Launch with evidence
Acceptance and bounded exposure
- D
Develop ownership and reuse
Operations, value and independence
The practical handbook
Twelve chapters covering the commercial, human and technical decisions of a complete engagement.
01 · 6 min read
FIELD: the Kuzushi Labs engagement methodology
A connected method for evaluating, scoping, delivering and owning customer work.
02 · 5 min read
Qualify the work before committing to the build
Separate an attractive opportunity from an executable customer engagement.
03 · 4 min read
Investigate the workflow, its data and its exceptions
Observe the work and test the boundaries that could invalidate the plan.
04 · 5 min read
Scope the promise and the commercial commitment
Turn discovery into deliverables, acceptance, responsibilities and controlled change.
05 · 5 min read
Calculate value across the whole workflow
A transparent model for adoption, review effort, costs, sensitivity and realized benefit.
06 · 5 min read
Assess the engineering and operating constraints
Connect customer promises to workload, machines, failure behavior and authority.
07 · 4 min read
Bound agent autonomy with explicit control
Assess protocols, harnesses, approvals, memory, tools and external effects as part of the engagement.
08 · 4 min read
Launch with evidence that matches the promise
Turn acceptance criteria into bounded release decisions and a change-aware evidence record.
09 · 4 min read
Make the service useful in daily work
Measure adoption, staff the exceptions and operate the customer outcome.
10 · 4 min read
Transfer ownership and develop reusable capability
Test customer independence, preserve useful learning and plan a clean exit.
11 · 5 min read
The FIELD assessment kit
A practical workshop agenda, decision pack and reusable operating templates.
12 · 5 min read
References, influences and contribution
What FIELD draws from, how it adapts those ideas and what it does not claim.
See FIELD applied
Thirty-six worked applications across customer delivery, agents, models, capacity and shared infrastructure. Start with these three detailed walkthroughs.
Each application states its planning assumptions, calculations and proposed acceptance thresholds. These examples explain the method; their figures are not reported client results.
WORKED APPLICATION
Enterprise search that respects changing access
One governed corpus and identity provider; answer with source references.
WORKED APPLICATION
A multilingual voice workflow with a staffed fallback
One caller journey in English and two Southeast Asian languages.
WORKED APPLICATION
An invoice operations agent with controlled tools
One correction workflow with approved MCP tools, receipts and reconciliation.
FIELD brings together established consulting, product and engineering practices with Kuzushi Labs’ delivery approach. Read the references and attribution for the sources and the contribution.
Explore the related Voice AI and financial RAG series, or see the delivery approach in practice.