FineGrained continuously maps your codebase and the organization behind it, reconciling the why, who, and how that shaped it by asking your people — async. An all-knowing employee who never forgets and never leaves, powering your team and your agents around the clock
Features
How It Works
FineGrained takes you from context noise to execution clarity in no time.
Own Your Context
Fine Grained is an Organization Context Engine - or OCE - that continuously accumulates and injects context into AI workflows. First, we map your codebase and link it to context - why a system exists, who owns it, what decisions shaped it, and what constraints matter. This creates a living, queryable context layer.
We're also tool-agnostic, so it doesn't matter what environments or harnesses generated the code.
Share What You're Building
Say you're implementing a feature, but need to refactor tech debt first.
Fine Grained understands your goal based on your existing workflows, and surfaces only what stands between you and shipping.
Reconcile What Your Team Knows
To learn how you do things, we reach out to your team, addressing gaps, resolving conflicts, and building a single source of truth.
This process enriches your context layer, so we never ask the same question twice.
Plan, Align, Approve - Without the Meetings
From there, we draft a plan with roles, tasks, and timelines, mediating disagreements until there's alignment.
Execute With Full Context
Each engineer gets a ticket with everything they need: the task, the relevant context, and an initial prompt for their coding agent.
The Enrichment Loop
After execution, feedback and code review signals flow back to your context layer - making every next cycle faster and easier. FineGrained creates an enduring history of your code and your company that will prevent knowledge from ever walking out the door again.
Benefits
The FineGrained Difference
Async reconciliation, enduring history and privacy all in one product. Ah, and we'll save you 40% on your coding tokens too.
Context Reconciliation
Human context is critical, but noisy. We get your team on the same page - asynchronously.
Less time spent in meetings to get alignment
Messaging-based process resolves inconsistencies faster
Workflow-based questions fits existing work routine
Enduring History
It's often hard to remember how or why a team made a decision. Let our context layer handle that.
Structured context saves 40% of coding tokens
Code, SDLCs, SOPs and tacit knowledge at your fingertips
Context layer can be used by humans and agents
Your Data Is Yours
We want to help you, not learn your secrets. Our steering token architecture does just that.
(Pending) SOC 2 and ISO 27001 compliance to come
Architecture abstracts away employee names, messages and code components
Flexibility to run locally, if needed
