Factory

The Software Factory

Business problems in, production systems out. Everything we build runs through this loop.

Harnesses

harness action passes retry 01 registry what it may do 02 tools what it may call 03 memory what it may keep agent 04 eval scores every action task done
A harness is the machinery that makes agents dependable: a registry of what they may do, tools they may call, memory they may keep, and an evaluation loop that scores every action.
Technical layer — registries, orchestration, evaluation

That is the technical layer under every agent system we ship: registries, orchestration, memory, and evaluation — deterministic checks plus LLM-as-judge — deployed in your environment, zero-egress when required. The core components are Terrafusion's own; we build on frameworks such as LangChain and LangGraph where your stack already runs them. The customer stories show both.


Inside the harness

Six components in four domains — the deterministic layer around a stochastic model. The harness, not the model, carries the guarantees: swap the model, keep the system.

harness environment 01 Execution loop orchestration 02 Tool registry world-facing 03 Context manager model-facing 04 State store model-facing 05 Lifecycle hooks governance 06 Evaluation interface governance agent
  1. 01 Execution loop Observe · think · act, turn by turn.
  2. 02 Tool registry What it may call — every invocation schema-checked.
  3. 03 Context manager What it sees — and what it never does.
  4. 04 State store What it may keep, across sessions.
  5. 05 Lifecycle hooks What it may do — policy enforced at every boundary.
  6. 06 Evaluation interface Scores every action; every trajectory on record.

The factory loop

A real problem. The outcome defined up front is the spec.

Aviation Banking Retail Robotics Manufacturing Energy

A harness of agents, tools, and data — Terrafusion-owned components, configured to the problem. Each part does one job; all of it is testable.

01 Data foundation 02 Infrastructure & MLOps 03 Agents & custom models 04 Product

Into your production in weeks — real users, real data, from the first release.

Your repos Your cloud Zero egress

Every pass is scored against the outcome. What we learn feeds the next pass.

Deterministic checks Business constraints Data governance Observability Shared memory
Audit-Ready

Zero egress, permission-aware retrieval, full audit trails — built to pass your auditors.

Built to ISO/IEC 27001 ISO/IEC 42001 SOC 2 UK GDPR EU AI Act

The shared record

One operational record — objects, relations, and actions — that the business and its agents share. Permissions are checked at the moment of action, not assumed at deployment.

the operational record assigned to located at engineer job site permission checked here schedule(job)
Objects are nouns, relations are links, actions are verbs — the ontology is the business, made legible to software.

The validation trace

Every pass leaves a record — append-only and replayable. The trajectory can be reconstructed, not retold.

replay observe #3f2a plan #91c4 act #5e08 score #c77d commit #2b6f

The build stack

01 Data foundation 02 Infrastructure & MLOps 03 Agents & custom models 04 Product
Every engagement ships all four layers — Terrafusion tooling from data foundation to product, shaped to the industry.

Building something? We should talk.

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