Every agent is only as good as the ground it grows from.
TessLive
TereikLive
TiaIn deployment
CharlieIn deployment
RenIn deployment01The problem and the agent answer
Where the day goes today, and what changes.
Data teams spend their weeks maintaining pipelines and prepping data by hand. Classification lives in people's heads, tracking breaks silently, and every new question waits on an analyst.
of enterprise engineering capacity goes to maintaining and troubleshooting existing data pipelines rather than building new capability.
Fivetran · 2026Source ↗of marketing organizations now regularly carry out reporting, up from 51% a decade earlier, making it more common than creative origination.
PHD / WARC · 2021Source ↗Independent external evidence, not Agnitio performance metrics.
Sources connect once, taxonomies version themselves, tags QA continuously, and the queries behind reporting run on demand, so every agent works from the same trusted ground.
02What the agents take over
The agents that run this charter.
Connect warehouses, lakes and storage once, so every agent works from the same data.
Generate, deploy and QA tracking tags across web, mobile, CTV and retail, so signal never breaks silently.
Turn research into IAB 4-tier taxonomies with versioning, so classification stops being tribal knowledge.
Connect and manage the tools you already run (Amazon Ads / AMC and beyond), so execution doesn't wait on integrations.
Write, run and automate the queries behind reporting and insight (AMC-safe) so analysts stop being a bottleneck.
03What it connects to
Works with the systems you already run.
A sample of the connectors Agnitio supports.
04How it gets delivered
Delivered the way that fits your team.
Embedded
Agents deployed into your own environment / VPC.
Platform
The hosted Agnitio workspace your team logs into.
Bespoke
White-glove: we design, deploy, and operate a custom agent workforce.
05Prove → Expand → Operate
How this charter lands, then grows.
Prove
Start with one high-value workflow in this charter and prove it in production.
Expand
Connect the adjacent workflows that share the same data, systems, and memory.
Operate
Extend the orchestration graph across teams until the agent workforce is part of how you operate.
The value
The foundation charter is what makes every other charter's number real.
It's where the 70h → 30m starts. Clean, connected data upstream is the difference between an estimate and an outcome.
Model this for your org →
GilbertEvery charter runs on the same memory.
A shared knowledge graph, orchestrated by Gilbert, so context compounds across teams instead of resetting each time.
See this charter in your operation.
Book a short demo and we'll map it against your data and workflows.
Book a demo