Where the substrate is heading.
A public, opinionated view of the next eighteen months of work. We share it because partners deserve foresight, not surprise — and because methodology without horizon is maintenance.
Three threads run through every quarter
Calm Cognition
Reduce the cognitive tax of every interface our users touch — measured in saccades, not clicks.
Resilient Substrate
Make every dependency replaceable, every secret rotatable, every failure observable.
Civic Intelligence
Build for the institutions society depends on — hospitals, grids, courts — not just the ones with the biggest budgets.
From shipping today to the horizon
Q2 2026
Cognitive Substrate v3
ShippingGeneral availability of our latency-budgeted reasoning runtime — sub-200ms p99 across enterprise tenants.
Edge Intelligence Mesh
ShippingHardware-attested inference at the edge with deterministic fail-over and ambient telemetry.
Civic Ethics Charter v2
In BuildUpdated public charter codifying our societal-impact review process — open to stakeholder input.
Q3 2026
Liquid Knowledge Graphs
In BuildContinuously-curated graph layer that lets analysts query operational state in natural language without dashboards.
Drift Sentinel
In BuildAlways-on model-drift bench wired into the deployment pipeline — failures fail loudly, not quietly.
Studio Mode
PlannedDesigner-grade authoring surface for line-of-business teams to compose intelligence without writing code.
Q4 2026
Quantum-Ready Crypto
PlannedMigrating the data plane to post-quantum primitives ahead of regulatory deadlines, with zero-downtime cutover.
Operator Co-Pilot
PlannedFirst-party assistant for plant, fleet and trading-floor operators — instrumented for cognitive load, not novelty.
2027 +
Civic Infrastructure SDK
HorizonAn open SDK for public-sector partners to build sovereign intelligence systems on the OC-Intelligence substrate.
Long-Horizon Research Lab
HorizonA standing R&D programme into post-LLM reasoning architectures, in partnership with two European universities.
The roadmap is opinionated, not fixed.
Every quarter, principal engineers and partner enterprises sit in a single room and re-rank the work. Items move; promises don't. If a milestone slips, you hear it from us first.
- Quarterly horizon resets with named partners
- Public changelog of milestone movement
- Ethics review on every horizon item
Last horizon reset
12 days ago
Help shape the next quarter.
Partner enterprises sit in our quarterly horizon reset. If your operation depends on what we build, you should be in the room.
Request a Partner Seat