Skip to content
Live in production, used on every engagement

The operating system
behind every Omdena build.

Every line of code we ship is reviewed, quality-scored, and verified against scope by Umaku, our agentic delivery platform — so you get enterprise-grade quality with full transparency, at startup speed.

The delivery lifecycle

A recurring motif on every project: scope in, verified delivery out.

01ScopeStructured scope docs generated & maintained
02BuildSquad builds against the documented scope
03CommitEvery push triggers automated review
04AI Agents ReviewScope, quality, DevOps, bugs
05QA / BugsQA logs bugs in the reporting interface
06DocsEverything documented in one interface
07DeliveryProvably complete, fully transparent
Specialized review agents

Quality, proven with evidence, not vibes.

Each agent reviews developer code the moment it's pushed, producing evidence, analysis, and a concrete recommendation.

Agent 01scope

Sprint Inclusion Agent

Reviews committed code against the sprint scope and proves whether the scope was actually implemented.

  • Maps each scope item to the commits that implement it
  • Flags scope items with no corresponding code
  • Produces a per-sprint inclusion report

EVIDENCE OUTPUT

SCOPE VERIFIED

Every in-scope item is mapped to delivery evidence; out-of-scope work is flagged for review.

auto-attached to commit a7f3c91
Agent 02quality

Code Quality Agent

Scores code quality with evidence and concrete enhancement recommendations.

  • Quality assessment with rationale
  • Cites the exact lines behind every finding
  • Recommends specific refactors

EVIDENCE OUTPUT

QUALITY REVIEW

Strong typing and test coverage. A complex ingest handler is identified for extraction into testable units.

auto-attached to commit a7f3c91
Agent 03devops

DevOps Compliance Agent

Evaluates code against DevOps best practices; highlights strengths and key improvements with evidence.

  • Checks CI/CD, secrets, containerization & IaC
  • Highlights strengths, not just gaps
  • Prioritized improvement list with evidence

EVIDENCE OUTPUT

COMPLIANCE REVIEW

Secrets are correctly vaulted and the container uses a multi-stage build. The report recommends a pinned base image and health check.

auto-attached to commit a7f3c91
Agent 04bugs

Bug Finder Agent

Uncovers bugs with risk level, evidence, analysis, and a recommended fix.

  • Risk-rated findings (low → critical)
  • Reproduction evidence attached
  • Concrete recommended fix per bug

EVIDENCE OUTPUT

RISK: MEDIUM — FINDING

An unbounded retry loop can exhaust the inference queue under a sensor burst. The recommended fix caps retries and adds backoff and dead-letter handling.

auto-attached to commit a7f3c91
One workspace for the whole build

Boards, docs, backlog, and a context-aware chatbot.

Product roadmap

dryad-fire-detection, Q3 → Q4

Now

Edge model quantization
Realtime alert webhook

Next

Multi-sensor fusion
Operator dashboard

Later

Satellite cross-check
Auto-dispatch API

Shipped

RAG eval harness
Geo tiling
What this means for you

The buyer value, in four words.

01, Transparency

You see what's being built, live.

Live project monitoring tracks progress across the whole engagement, in one place.

02, Quality

Reviewed every commit, with evidence.

AI agents check scope, quality, DevOps compliance, and bugs, automatically.

03, Speed

Issues surface in hours, not at the end.

Continuous automated review means risk is caught early, when it's cheap to fix.

04, Accountability

"Done" actually means done.

Sprint scope is verified against the real code, so every sprint is provably complete.

See Umaku review a real commit.

Book a demo and we'll walk you through a live engagement — the agents, the evidence, the boards, and how it would run your build.