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Approach

A method,
not a methodology.

How we run engagements end to end — from the first working session to the runbook we leave behind.

03How we work

A method,
not a methodology.

Five phases, repeated at the cadence the work demands. Light on ceremony. Heavy on judgement, evals, and shipping working software each week.

  1. Phase 01Week 1

    Diagnose

    We sit with the work. Map the actual flow of decisions, data, and tools — not the org-chart version. Surface the bottlenecks worth solving.

    • Operating map
    • Use-case shortlist
    • Risk surface
  2. Phase 02Week 2

    Design

    We propose specific systems: agent topologies, workflow rewrites, the evals and guardrails that keep them honest. Decisions, not options.

    • System design
    • Eval spec
    • Build sequence
  3. Phase 03Weeks 3–8

    Build

    Two-week sprints alongside your team. Working software in your environment, weekly demos to operators, evals running in CI from day one.

    • Working system
    • Integrations
    • Telemetry & runbooks
  4. Phase 04Weeks 8–10

    Deploy

    Production rollout with real users. Shadow mode, staged exposure, and the operational instrumentation to see what's actually happening.

    • Rollout plan
    • Observability
    • On-call & escalation
  5. Phase 05Ongoing

    Iterate

    We tune evals against real traffic, harden weak edges, and hand off — or stay on as the team that runs it. Either way, you own the system.

    • Eval-driven tuning
    • Enablement
    • KPI baseline

Typical engagement: 8–12 weeks · Embedded retainers available · Fixed-fee diagnostics from week 1

05Selected work

Outcomes, not
case studies.

Anonymised so we can be specific. Each engagement closed against a metric our client agreed to before we started writing code.

Series-B fintech

−68%

Avg. handling time

An ops automation system that absorbed 70% of a manual review queue.

"They shipped what our last vendor promised in a quarter — in three weeks."

VP Operations · Series-B fintech
  • Automation
  • Agents
  • Evals
Global law firm

12k

Queries / month

A knowledge agent partners actually open before billing.

"First internal AI tool we've built that survived past pilot."

Head of Innovation · Global law firm
  • Internal tool
  • RAG
  • Governance
Logistics enterprise

$4.1M

Annualised lift

Cross-tool workflow agents bridging an ERP, a CRM, and three legacy portals.

"They took the part of the business no one wanted to touch."

COO · Logistics enterprise
  • Orchestration
  • Integrations
B2B SaaS platform

−42%

Tier-1 ticket cost

A support copilot grounded in product telemetry, not the help centre.

"Deflection without the usual chatbot embarrassment."

Director of Support · B2B SaaS platform
  • Copilot
  • Telemetry
  • Eval-first

More detail under NDA. Tell us what you're working on and we'll share the most relevant.

Discuss your engagement
07Begin

Tell us what's in the way.
We'll tell you what to build.

  • 0145 minutes with a senior partner — not a sales rep.
  • 02We'll diagnose the bottleneck and sketch a system live.
  • 03If we're not the right team, we'll tell you who is.
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