New
Tessera 2.0: agents with memory
Tessera turns your busywork into reliable, supervised AI teammates. Describe the outcome — agents plan it, run it across your tools, and check in before anything ships.
★★★★★ Trusted by 4,000+ operators
Powering ops teams at fast-moving companies
Northbeam
Halcyon & Co.
▲ vertexlabs
Pinecrest
ORBITAL
Meridian
{kiln}
Lattice Bay
§01 — The problem
Your team is drowning in tabs, copy-paste and follow-ups. Chatbots answer questions — they don’t do the job. Tessera gives you agents that plan, act, and report back so people can get back to the work only people can do.
Built by operators who spent a decade automating revenue, support and finance teams at scale.
§02 — Platform
01
Board decks use the navy template
Jun 12
02
Never email customers on Fridays
Aug 03
03
Maya prefers short, warm openers
today
Agents remember your preferences, past decisions and context across every run — so you explain things once, not every time.
HS
SL
ST
NT
GH
HubSpot, Slack, Stripe, Notion, GitHub and your own APIs.
Send external email
Issue refunds over $100
Edit CRM records
Decide exactly where a person signs off. Click a switch.
Every step, tool call and token — traced and replayable.
11.4×
Median speed-up on research and outreach tasks in 2026.
SOC 2 Type II, SSO, scoped credentials and data that never trains a model.
“Every Monday, find churn-risk accounts, draft a save plan for each, and send me a digest in Slack.”
Weekly · Mon 9:00
3 agents
Approval: before send
Write it like a brief to a new hire. Tessera turns it into a repeatable, scheduled workflow.
§03 — How it works
Describe the outcome once. Tessera plans the work, splits it across specialised agents, and brings it back for review — with every step on the record.
STEP 01
Write what you want in plain language. Tessera asks clarifying questions, pulls context from memory and proposes a plan you can edit.
“Find 200 Series-A fintechs in Europe, enrich the CFO, and draft a first touch.”
ICP v4.pdf
Memory: tone guide
Budget $40
Approval: before send
STEP 02
The orchestrator splits work across specialised agents that run in parallel — each with its own tools, budget and guardrails.
IR
Iris
Research
QL
Quill
Writer
AT
Atlas
Ops
STEP 03
Get a clean summary with every change highlighted. Approve in one click, request edits, or let trusted playbooks auto-ship.
Hi Lena — congrats on the €18M Series A.
– We help companies like yours scale finance ops.
+ Saw you’re hiring three FP&A roles — happy to show how Pennant closed month-end in 2 days.
§04 — Results
38h
saved per operator, per week
2.6M
agent runs completed last month
99.2%
tasks finished without escalation
§05 — Use cases
Sales
Support
Operations
Finance
Pipeline that builds itself while you sell.
Prospect, enrich and score accounts against your ICP
Personalised first touches grounded in real signals
CRM hygiene and follow-ups, handled nightly
3.1×
reply rate
−70%
research time
§06 — Wall of love
“Tessera is the first AI product our team didn’t have to babysit. It just does the job and tells us when it’s done.”
Maya Okafor
VP Revenue, Northbeam
“We replaced four Zapier chains and a contractor with two playbooks. The approval step is what sold our legal team.”
Daniel Reyes
Head of Ops, Pinecrest
“Month-end used to eat a full week. Now Atlas reconciles overnight and I review the three things that look weird.”
Priya Raman
Controller, Lattice Bay
“The memory is uncanny. It remembered a customer preference I mentioned once, two months ago.”
Tom Lindqvist
Founder, Kiln
“Our SDRs spend their day talking to people now. Research and first drafts just appear in the CRM.”
Sofia Marín
Sales Lead, Orbital
“Observability is the killer feature. I can replay any run and see exactly why an agent did what it did.”
Jonah Park
CTO, Vertex Labs
“Set up took an afternoon. The first playbook paid for the annual plan within two weeks.”
Amara Diallo
COO, Meridian
“Support went from drowning to proactive. Refunds under $100 are fully handled — with a perfect audit trail.”
Luca Bianchi
CX Director, Halcyon
§07 — Pricing
Monthly
Yearly
Save 20%
Starter
$0
/ month
For individuals testing their first agent workflows.
+ 500 agent actions / month
+ 3 playbooks
+ 15 integrations
+ 7-day run history
Team
Most popular
$79
/ month
For teams putting agents into daily production.
+ 10,000 agent actions / month
+ Unlimited playbooks
+ All 120+ integrations
+ Long-term memory
+ Approvals & roles
Enterprise
Custom
For organisations with security and scale requirements.
+ Unlimited actions
+ SSO, SCIM & audit export
+ Private model routing
+ Dedicated agent engineer
How is Tessera different from a chatbot?
Chatbots answer questions. Tessera agents take actions — they plan multi-step work, use your tools, remember context and ask for approval before anything sensitive happens.
What counts as an agent action?
Is my data used to train models?
Can I control what agents are allowed to do?
How long does setup take?
Start free in minutes. No credit card, no sales call — just your first agent, shipping real work today.