AGENT TOPOLOGY · 01
01 / Artificial Intelligence

Models that understand the room they're in.

We build custom agents, speech & language pipelines, and knowledge systems — designed around the protocols of the people whose knowledge they carry. AI as a tool of sovereignty, not extraction.

Engagement Community-led
Working software Sprint-based delivery
Data residency You decide
Governance OCAP® · OCAS aligned
  • / 01 Agentic systems & tool-use orchestration Build
  • / 02 Speech & language pipelines Pipeline
  • / 03 Community knowledge systems & LLM-ready archives Structure
  • / 04 Data attribution & provenance Attribute
  • / 05 Data governance & sovereignty frameworks Govern
  • / 06 AI strategy & responsible-use briefings Advise
02 / Web & Interface

Sites that load fast
and read clearly.

Custom builds — no CMS lock-in, no template dependency, no surprise fees in year two. We design and ship sites that feel like the people behind them, and we leave the code well-documented.

Engagement4–10 weeks
First draftWeek 02
TechStatic-first
HandoffYou own it
  • / 01 Brand & visual identity systems Design
  • / 02 Custom static & hybrid sites Build
  • / 03 Accessibility audits & remediation A11y
  • / 04 Performance budgets & Core Web Vitals Tune
  • / 05 Content modelling & editorial systems Frame
  • / 06 Hosting, deploy & maintenance plans Run
WIREFRAME · 02
REACH MODEL · 03
03 / Content & Visibility

Heard by the algorithms
and the humans both.

Structured content, AI discoverability, and plain-language communication — built for communities historically invisible to the algorithms that now mediate everything.

EngagementQuarterly
First reportMonth 01
CadenceWeekly check-ins
ToolingPrivacy-first
  • / 01 Structured content & schema modelling Frame
  • / 02 Generative engine optimization (GEO) Tune
  • / 03 Plain-language editorial systems Write
  • / 04 Privacy-respecting analytics setup Measure
  • / 05 Community-facing comms playbooks Guide
  • / 06 Funding-application narrative support Tell
04 / Language Research

A practice specific
to the work we love.

AI for the revitalization of Indigenous languages — speech models trained with community oversight, archives that respect protocol, and tools that put the next generation of speakers in the driver's seat.

FormatMulti-year
FundingCo-applied
OutputsCommunity-owned
SharingPermission-based
  • / 01 Speech corpus design & collection protocols Frame
  • / 02 ASR / TTS fine-tuning on low-resource data Train
  • / 03 Speaker- & elder-led evaluation panels Evaluate
  • / 04 Tooling for community archivists Equip
  • / 05 Grant writing & funding agreements Fund
  • / 06 Ongoing data stewardship & training Steward
SPEAKER · 04A

Have a brief? Tell us
what you're imagining.

Begin a conversation See our work