What's included
Automate the base.
Multiply the middle.
Why Engram
The knowledge walks out the door.
The org chart never shows it.
Every retirement, promotion or resignation takes a slice of institutional memory with it — the exception nobody wrote down, the workaround that keeps a process working, the person you'd call before escalating. Individually each departure looks manageable. Collectively, across a workforce, it is an unmanaged portfolio risk.
Engram is how that judgment gets captured before it leaves — and how it stays useful once it has.
What It Captures
The four Engram capabilities
Multi-Format Capture
Captures tacit process knowledge through audio, video, documents, and system walkthroughs, guided by an AI interviewer that probes for exceptions.
- What it does: elicits and structures tacit knowledge from a contributor
- What it does not do: does not publish or auto-confirm any captured module
- Reviewed by: the contributor or team lead, before it's confirmed
Knowledge Modules & Roll-Up
Structures captured knowledge into modules owned at the team level, then rolled up with provenance intact — never flattened into one blob.
- What it does: classifies, scopes, and rolls up knowledge across the hierarchy
- What it does not do: does not merge or overwrite conflicting contributor knowledge
- Reviewed by: department and team leads, in conflict arbitration
Knowledge-Risk Mapping
Computes a coverage score and risk tier per team from captured knowledge and tenure, rolling up into an org-wide risk map.
- What it does: surfaces where irreplaceable judgment is concentrated and uncaptured
- What it does not do: does not predict individual departure dates or timing
- Reviewed by: the org admin or Chief Knowledge Officer
Grounded Activation
Triggered retrieval surfaces the right module for the situation at hand, with full org-path provenance for people and agents.
- What it does: retrieves grounded, attributed guidance and escalates on low confidence
- What it does not do: does not simulate reasoning, and never oversteps what was said
- Reviewed by: the successor, with escalation to a human
How It Works
From capture to activation
Every engagement starts with one team and follows the same four-stage path, from the first captured interview to a grounded answer delivered in the flow of work.
Capture
Multi-format elicitation (audio, video, documents, system walkthrough, ad hoc notes); an AI interviewer runs adaptive follow-ups built on incident-based narrative, exception probing, and relational mapping.
Curate
The contributor or team lead confirms, renames, merges, splits, and scopes each proposed module. Confirmation is the trust gate — only confirmed modules become eligible for agent consumption.
Substrate
Modules roll up person → team → department → organization, with cross-contributor synthesis, conflict surfacing (never silent averaging), and supersession tracking.
Activate
A situation fires — a question or a live event — and Engram pulls the right module(s), synthesizes across contributors, and returns grounded, attributed guidance to a person or a Helix agent via the CSquare MCP layer.
Governance
Governance you can put in front of your board
Every answer traces to a real person's own words, and Engram is scoped to capture and retrieval — it does not simulate judgment, predict departures, or merge conflicting accounts without surfacing the conflict.
Grounded, Never Advisory
Engram reasons across modules but asserts nothing it can't attribute to a real person; it never plays the expert, and it escalates to a human on low confidence or unresolved conflict.
Full Provenance & Audit Trail
Every claim carries its org path (department › team › person) and drills through to its source — a verbatim transcript anchor or video keyframe — for full reproducibility.
Tenant-Isolated, Owned by the Team
Knowledge is captured fresh per organization and never crosses agencies; only the machinery (capture programs, hierarchy model, activation) is reused. Sensitive relational data can be redacted before agent exposure.
FAQ
Common questions
Everything you need to know before we start working together.
What is Engram?
A Helix capability that captures the undocumented, judgment-heavy process knowledge held by experienced staff, structures it into retrievable knowledge modules owned at the team level, and exposes it to people and Helix agents in the flow of work.
Why does this matter now?
Agencies are losing decades of institutional knowledge to retirement, promotions, and attrition, often with no map of where that risk is concentrated. It's currently uninsured.
Is Engram a knowledge-management repository or wiki?
No. There's no primary browse-and-search over documents; knowledge is retrieved on trigger, in the context of a real situation.
Is Engram a "digital twin" of an employee?
No — this is a hard constraint. Engram captures what a person knew and said, with attribution. It does not simulate how they would reason about a novel future situation.
How is knowledge captured?
Through a managed, multi-format capture program: audio interview, video walkthrough, document ingestion, system walkthrough, and ad hoc notes, run by an AI interviewer trained on established knowledge-elicitation methods.
Who owns the knowledge — the person or the organization?
Both, by design. Knowledge is held by people but owned at the team level, then rolled up to department and organization with provenance intact.
How does this connect to Helix and Helix agents?
Where does Engram start?
With one team: typically a retiring supervisor whose knowledge is captured across audio, video, and documents, rolled up, and activated for their named successor — ramping them in months instead of years.