SOL.01 · INGEST
Contract-First Ingestion
Source contracts, metadata ingestion.
Data Solutions
Data Platforms
for the Enterprise.
Governed platforms for the agentic era.
/telemetry
pipelines.healthy 99.98%lineage.coverage 100%warehouse.uptime 99.99%contracts.passing 312models.served 27policy.checks oklatency.p95 84msdeployments.this_week 14pipelines.healthy 99.98%lineage.coverage 100%warehouse.uptime 99.99%contracts.passing 312models.served 27policy.checks oklatency.p95 84msdeployments.this_week 14
01
DATA FOUNDATIONS
02
KNOWLEDGE LAYER
03
GOVERNED PLATFORMS
04
OPERATIONAL EXCELLENCE
Outcomes we deliver
Production-grade data solutions.
120+
Implementations in production
40+
Enterprise clients
8
Regulated sectors
20+
Senior data engineers
01The Shift
Redefining the data platform.
/fabric.alive
STREAMING
Governed context, operational memory, human-in-the-loop.
ctx.governed
01
GOVERNED CONTEXT
Lineage, ownership, trust.
lineage.events/s12,484 evt/s
0xA1F4rec:8821Δt 12ms1011·0110hash:e7d20xC09Brec:8822Δt 9ms0100·1101hash:9af10xB47Erec:8823Δt 14ms1110·0010hash:2c5d0x77A00xA1F4rec:8821Δt 12ms1011·0110hash:e7d20xC09Brec:8822Δt 9ms0100·1101hash:9af10xB47Erec:8823Δt 14ms1110·0010hash:2c5d0x77A0
mem.operational
02
OPERATIONAL MEMORY
Auditable state.
state.commits/s8,712 tx/s
0xA1F4rec:8821Δt 12ms1011·0110hash:e7d20xC09Brec:8822Δt 9ms0100·1101hash:9af10xB47Erec:8823Δt 14ms1110·0010hash:2c5d0x77A00xA1F4rec:8821Δt 12ms1011·0110hash:e7d20xC09Brec:8822Δt 9ms0100·1101hash:9af10xB47Erec:8823Δt 14ms1110·0010hash:2c5d0x77A0
ops.remediation
03
HUMAN-IN-THE-LOOP
Review and approval.
reviews.queued146 rev
0xA1F4rec:8821Δt 12ms1011·0110hash:e7d20xC09Brec:8822Δt 9ms0100·1101hash:9af10xB47Erec:8823Δt 14ms1110·0010hash:2c5d0x77A00xA1F4rec:8821Δt 12ms1011·0110hash:e7d20xC09Brec:8822Δt 9ms0100·1101hash:9af10xB47Erec:8823Δt 14ms1110·0010hash:2c5d0x77A0
gov.platform
04
PLATFORM GOVERNANCE
Identity, policy, audit.
policy.checks/s3,901 chk/s
0xA1F4rec:8821Δt 12ms1011·0110hash:e7d20xC09Brec:8822Δt 9ms0100·1101hash:9af10xB47Erec:8823Δt 14ms1110·0010hash:2c5d0x77A00xA1F4rec:8821Δt 12ms1011·0110hash:e7d20xC09Brec:8822Δt 9ms0100·1101hash:9af10xB47Erec:8823Δt 14ms1110·0010hash:2c5d0x77A0
02Data Solutions
One pipeline, end to end.
5 STAGES · IN PRODUCTION
01INGEST
02GOVERN
03CONTEXT
04ACTIVATE
05OBSERVE
SOL.02 · GOVERN
Lineage & Policy Mesh
Lineage with policy enforcement.
SOL.03 · CONTEXT
Operational Knowledge Layer
Semantic layer for agents.
SOL.04 · ACTIVATE
Agentic Workflows
Evaluation, guardrails, oversight.
SOL.05 · OBSERVE
Autonomous Platform Ops
Diagnostics, drift, cost.
03Accelerators
Engineering assets.
IN PRODUCTION · 2026
▸ schema.version2.1.0
▸ pk.uniqueOK
▸ nullabilityOK
▸ breaking.changeBLOCKED
▸ semver.bumpMINOR
ACC.01INGEST
Source Contracts
Versioned schemas.
ACC.02INGEST
Metadata-Driven Ingestion
Lineage by default.
ACC.03GOVERN
Lineage & Governance Mesh
Policy enforcement.
ACC.04CONTEXT
Knowledge Layer
Context for agents.
▸ eval.factuality0.94
▸ eval.grounding0.91
▸ guardrail.policyPASS
▸ hallucination.rate0.6%
▸ human.reviewQUEUED
ACC.05ACTIVATE
Agentic Eval Harness
Guardrails, oversight.
ACC.06OBSERVE
Platform Diagnostics
Drift and cost.
04Operating Model
Embedded Engineering.
/in-production
Engineering in your system.
→
/phase.01
ASSESS
Analysis of lineage, governance.
→
/phase.02
PROVE
Proof on a high-value slice.
→
/phase.03
EMBED
Engineers in production.
/phase.04
EXPAND
Scale across the enterprise.
05AI-Ready
Operational memory for the enterprise.
01 / 04
Governed Data Apps
Trusted context.
02 / 04
Operational AI
Governed state.
03 / 04
Context Layer
Semantic substrate.
04 / 04
Operational Memory
Auditable memory.
06Team
Senior engineers, embedded.
/no-decks
/embedded-delivery
20+
Engineers
Data specialists.
15+
Years experience
Data engineers.
120+
Implementations
Regulated environments.
40+
Clients
Banking, insurance, energy.
/01
Platform Engineering
Snowflake, Databricks, Unity Catalog.
/02
Data & AI Architecture
Lakehouse, semantic layer.
/03
Governance & Trust
Lineage, policy, observability.
/04
AI Operations
Remediation, human-in-the-loop.
07Tech
Snowflake and Databricks.
Snowflake
Horizon
Cortex AI
Native apps
Dynamic tables
Databricks
Unity Catalog
Mosaic AI
Delta Live Tables
Lakeflow
Runs on
AWSAZUREGOOGLE CLOUD