About Mnemos

Operational intelligence should preserve context, evidence, and human authority.

Mnemos is an asset-centred operating memory for reliability, maintenance, operations, and compliance teams. It connects fragmented records and makes the reasoning behind a decision visible.

Why it exists

Plants keep records. They often lose the narrative between them.

Work orders capture what was done. Procedures define what should be done. Inspections record a moment in time. Shift logs preserve local context. Expert judgement often remains undocumented.

Mnemos organises this material around the physical asset, retains temporal and revision context, separates evidence from interpretation, and produces a trail that can be reviewed and challenged.

01

Identity

Resolve every record to the correct organisation, site, asset, and document version.

02

Provenance

Retain the source evidence and region behind material claims.

03

Uncertainty

Expose contradictions, missing evidence, confidence, and abstentions.

04

Authority

Keep critical decisions subject to authenticated human review.

Product walkthrough

See how evidence becomes an operational decision.

The complete walkthrough follows Mnemos from plant-level risk visibility into asset histories, evidence-backed queries, root-cause investigations, compliance coverage, knowledge relationships, expert review, and governed execution.

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Investigate: reconstruct asset history and competing causes.
Verify: inspect citations, contradictions, and evidence gaps.
Govern: retain review authority and an auditable decision trail.
Team

Three engineering streams, one product contract.

Read the engineering documentation →
01
Dhruv Gupta
Product engineering lead
Backend architecture, API and data contracts, authentication, durable runtime integration, infrastructure, deployment, security hardening, frontend-backend integration, testing, and release engineering.
02
Pavit Aggarwal
Agentic intelligence and retrieval
Query understanding, hybrid retrieval, graph reasoning, reranking, evidence composition, and retrieval evaluation.
03
Akshhaya Isa
Frontend and interaction design
Initial product interface, operational workflows, visual hierarchy, dashboard views, and interaction patterns.