workflow automationcontext + tools + approval

Agentic workflow automation for work that does not fit a simple Zap

Some workflows need judgement, context, and exception handling. Tessera builds agentic automations that read the situation, use tools, prepare outputs, and escalate when the boundary is reached.

Think of it as automation with an operating model: clear triggers, explicit permissions, visible logs, human checkpoints, and measurable business outcomes.

Search intent

Built for buyers comparing agentic operators, not casual AI curiosity.

Traditional automation breaks when the input is messy. Agentic workflow automation is for processes where the agent must interpret context, branch intelligently, and still remain supervised.

Tessera converts one recurring workflow into a production-grade operator, then documents the pattern so the next workflow is faster and safer to automate.

Use cases

Inbox to task routing

Classify inbound requests, extract decisions, create tasks, draft replies, and escalate urgent or ambiguous items.

Reporting workflows

Pull data from multiple systems, explain changes, flag anomalies, and produce client-ready reporting without spreadsheet theatre.

Delivery monitoring

Watch boards, PRs, comments, due dates, and blockers so projects keep moving between meetings.

Lead handling

Research prospects, qualify fit, draft personalised outreach, and track follow-ups without turning the pipeline into admin debt.

Content production ops

Turn research into briefs, drafts, metadata, internal links, and publishing checklists with human editorial control.

Operational QA

Check sites, feeds, dashboards, automations, and recurring jobs for failures before customers or clients notice.

Proof

Commerce execution

Crate Clothing moved from a slow storefront to a faster Hydrogen architecture, creating practical proof for ecommerce systems work.

Operator workflows

Tessera uses agentic systems internally for research, reporting, task routing, implementation handoffs, and delivery monitoring.

Measurable improvements

Recent work reduced LCP from 31.9s to 2.2s and lifted Lighthouse performance from 23 to 93.

Process

01

Map

Identify the workflow, decision points, systems touched, permissions required, and failure modes before any agent is built.

02

Prototype

Ship the thinnest useful operator: scoped tools, visible logs, human approval gates, and a narrow success metric.

03

Operate

Run it against real work, tune the prompts and boundaries, then document the operating rhythm your team can trust.

04

Compound

Expand from one proven workflow into a small fleet of agents that share context without creating a black box.

FAQ

When is agentic automation better than Zapier?

When the workflow requires judgement, context, summarisation, tool choice, or exception handling. If a simple rule works, use the simple rule.

Can this run on a schedule?

Yes. Workflows can be event-driven, scheduled, or manually triggered depending on risk and business rhythm.

How do we avoid silent failures?

Every operator needs logging, status reporting, retries, and a clear escalation path. Silent automation is just deferred chaos.

What tools can it connect to?

Common systems include Slack, email, Asana, GitHub, Shopify, analytics tools, CRMs, docs, and custom APIs.

If the workflow matters, make it operational.

Bring one messy workflow. Tessera will map the risk, define the operator boundary, and show the smallest useful system worth deploying.