Decision traces
Why a path was taken, who approved it, and what evidence the team used.
Context Graph
The memory layerfor software work.
Context Graph captures why the workflow works the way it does. That memory makes faster delivery safer, better automation possible, and handoffs less lossy.
What gets captured
The rules behindthe workflow.
The graph is not just raw data. It stores the decisions, exceptions, approvals, and precedents that explain how the work actually moves.
Exceptions
The edge cases that make or break real workflows and that generic SaaS usually handles badly.
Approvals
The people, thresholds, and policy checks that have to stay visible after launch.
Precedents
Past human judgement that can be reused the next time a similar case appears.
Decision memory
Make the hidden logicoperational.
When the context is durable, teams stop relearning the same decisions and automation stops drifting away from the reality of the workflow.
Get started"Institutional memory should not live in the one operator who knows the edge cases by heart. Context Graph makes that memory usable."
Mach122Context thesis
Artifacts → Decisions → Reuse
Decision trace volume
Top workflow topics
- Renewal discount exception35
- Vendor approval threshold29
- Contract handoff precedent23
- Access escalation path17
Decision log
| Workflow | Decision | Review gate |
|---|---|---|
| Renewals | Discount exception approved after service-impact precedent | Finance |
| Procurement | Vendor threshold exceeded and routed to VP approval | Ops |
| Access ops | Escalation path updated after policy exception review | Security |
Context Graph workbench
decision_trace: renewal_discount_exception
entities:
account: acme_enterprise
renewal: fy26
policy: discount_policy_v3_2
inputs:
- crm: enterprise_arr
- slack: vp_approval_thread
human_gate: financeWhat compounds
Better reuse.Better judgement.
The longer the workflow runs with captured context, the more the system can reuse prior reasoning without pretending every decision is the same.
Faster onboarding
New operators can understand the path quickly because the reasoning is attached to the workflow.
Safer autonomy
Agents can handle more of the repeat path because the graph makes review history visible.
Cleaner audits
The team can reconstruct what happened after the fact without piecing together screenshots and memory.
Start with the missing memory
Bring the workflow.We’ll map the context.
If the workflow only works because a few people carry the real rules in their heads, Context Graph is the right place to start.
Where it helps most
Approvals, renewals, finance ops, support ops, and any process where exceptions matter more than the happy path.