Product
The operating system for agentic AI.
mAIstro is a pre-built agentic AI system you configure — not one you build. The orchestrator, the agent library, the connector layer and the governance kernel are already there. You choose the use cases, the data, the models. Two to three weeks to first value. ROI is the design constraint.
mAIstro · 2026.09
Ship AI that runs the work, not just the demo.
Named agents, real connectors, live audit. mAIstro composes the right agents for a question, executes with your tools, and shows its work — so operations, finance and revenue teams can trust the answer and act on it.
46 agents in production
200+ MCP connectors in library
2-3 weeks to first value
EU-hosted, model-agnostic
Agents shipped
46+
↑ 14 this quarter
across 11 industries
Industries covered
11
Banking · Pharma · Energy · Telco
plus 7 more
First value
2-3wks
Median from kick-off
time-to-market is the KPI
Model choice
Any
Claude · GPT · Gemini · local
swap without re-architecting
Trusted by teams across
Banking
Pharma
TELCO
Energy
Manufacturing
RETAIL
Mining
Public sector
Not buy. Not build. Configure.
mAIstro is the third path — a pre-built agentic AI system that ships with the orchestrator, the agent library, the connector layer and the governance kernel already there. You point it at your use cases, your data, your policies. Speed and fit-for-purpose, from day one.
Path 01 · Build it yourself
Fit — no speed.
Hire the AI/ML team. Design the orchestrator, the connector layer, the governance kernel. Six to twelve months to a running workflow. Fit-for-purpose in the end, but you own every dependency, every model migration, every audit conversation. Every change starts a rebuild.
Time-to-value6-12 months
Path 02 · Buy a horizontal tool
Speed — no fit.
An LLM playground or a generic assistant. Fast to install, easy to demo. Doesn't know your data model, your policies, your language, your workflow. Weeks later you're wrapping it in glue code and re-inventing the governance layer. Back to build.
Time-to-valueFits nothing well
Path 03 · Configure mAIstro
Speed and fit.
The orchestrator, agent library, MCP connectors and governance kernel are already built and hardened. You configure: which use cases go live, which data flows in, which model runs per agent, which roles see what. A running system tuned to your business — not a project, not a POC.
Time-to-value2-3 weeks
What comes pre-built · what you configure
Pre-built · hardened · you don't touch
- Orchestrator, runtime, message bus
- Standard agent library — 46 named agents, versioned
- MCP connector library — 200+ typed connectors
- Governance kernel — RBAC, HITL, audit ledger, policy engine
- Model routing, per-agent cost & latency tracking
- Deployment templates — EU cloud, your VPC, air-gapped
Configured · your choices · you decide
- Which use cases go live, in what order
- Which data sources feed which agent
- Which model runs where — Claude, GPT, Gemini, local
- Which roles see what — down to the tool call
- HITL thresholds and approval policies
- Your own agents and connectors — MCP-typed, added in days
How teams use mAIstro
Three shapes of work we see repeatedly — always with named agents, real tools, and a decision the business acts on.
Finance operations
Close the books with an agent team
Reconciliation, variance investigation, journal drafting and evidence packs — 12 agents run the close, humans approve the exceptions.
-58%close-cycle time, month 3
Revenue & retention
Turn CVM into a decision engine
Retention Sentinel, Dormant Win-back, Renewal Scout and Offer Composer act on live signals — every recommendation is cited, priced and auditable.
+11ptportfolio NRR uplift
Ops & procurement
Turn supplier chaos into a live estate
Duplicate-vendor detection, tail-spend analysis, contract-obligation tracking. Agents propose actions; category managers approve in one click.
-€4.2mannualised savings, year 1
See it running
The demo runs inside a fictional mid-market enterprise, Synapse Corp — nine agents, six connectors, one command surface. Guided or self-serve.
Why teams pick mAIstro
Pre-builtThe frame is already there — orchestrator, agents, connectors, governance. You configure use cases, data and models. Not a build, not a POC.
Real workNamed agents tied to your data and tools — not chatbots. Every action leaves an evidence trail.
Model-agnosticRun Claude, GPT, Gemini or a local model per agent. Swap models without re-architecting.
GovernedRole-based access, human-in-the-loop, EU AI Act-aligned. Audit trail is the default, not the upgrade.
ComposableStart with one agent. Add the next in a week. Retire an agent without breaking anything downstream.
2-3 weeksMedian time from kick-off to first live workflow. Not a proof-of-concept — a running system, measured on ROI from day one.
What mAIstro isn't
Not a chatbotThe interface looks like a workspace, not a chat window. Ask-mAIstro is one entry point among many, not the product.
Not a wrappermAIstro is the orchestration layer, the governance model and the deployment story. The LLM is a component, not the product.
Not a rip-and-replaceSits alongside your ERP, CRM, warehouse and iPaaS. Reads what it needs, writes only what you sign off.
Not opinionated on hostingEU-hosted managed cloud, your VPC, or fully on-prem. Same product, same governance model.
Not a black boxEvery agent, every tool call, every decision is visible in the orchestration trace and the audit ledger.
Platform
Four layers, one operating system.
mAIstro is opinionated where it matters — orchestration, governance and evidence — and open everywhere else. Bring your models, your data platform, your identity system. We compose them into a system that runs work.
The mAIstro stack
Command surface
The workspace
The Command tab, dashboards, the Ask-mAIstro bar, and role-scoped navigation. What executives, operators and reviewers see day-to-day — same shell, different scope by role.
CommandAtlasDecision queueAsk
Agent mesh
Named specialists
Each agent has a role, a scope, a toolset and an owner. Agents call other agents. Agents call MCP servers. Agents ask humans when their confidence drops or the action is irreversible.
Retention SentinelRenewal ScoutWorking-Capital Watch+43 more
Connector layer
Model-Context Protocol
Agents reach your systems through MCP servers — a growing library of pre-built connectors (Salesforce, SAP, Snowflake, ServiceNow, Databricks, Zendesk, Netsuite, Slack, Jira, custom). New MCPs ship in days, not months.
200+ MCPsJSON SchemaOAuth / Vault
Governance kernel
The reason CIOs sign
Role-based access down to the tool level, human-in-the-loop policies per action, red-team gates, full orchestration trace and audit ledger. EU AI Act aligned. GDPR by default. Region-locked deployment.
RBACHITLAudit ledgerData residency
Runtime & models
Your choice, per agent
Any frontier model — Claude, GPT, Gemini — or a locally-hosted open-weight model per agent. Swap without rewriting agents. Cost, latency and quality tracked per model per agent, so choice is a data-led decision.
ClaudeGPTGeminiLlama / Mistral
Named agents · the shape of work
Each agent is a small program with a name, a job, a toolbox and an owner. Here are four from the standard library.
Retention Sentinel
Revenue · CVM
Watches account health signals in real time. When a churn signal fires, drafts a save-play with pricing, offer and outreach copy — routes to the right AE for approval.
SalesforceSnowflakeZendeskSlack
Activev4.2 · 12ms p50
Working-Capital Watch
Finance ops
Reconciles DSO / DPO / DIO daily. Flags supplier terms drifting from policy, drafts renegotiation memos, quantifies the working-capital impact — CFO approves in one click.
SAP S/4NetsuiteCoupaExcel
Activev3.1 · 40ms p50
Contract Radar
Legal · Procurement
Reads every executed contract, extracts obligations, tracks renewal dates and price-adjustment clauses. Warns 90 days before an auto-renewal that no longer prices right.
IroncladDocuSign CLMSharePoint
Activev2.7 · 220ms p50
Governance Warden
Risk · Compliance
A gatekeeper agent that other agents call before acting. Applies your policies (data residency, sensitivity, approval limits) — logs every decision to the audit ledger.
OPAOktaAudit ledger
Activev5.0 · 8ms p50
Model-Context Protocol · the connector library
Every agent action goes through an MCP server. That's how mAIstro talks to your systems in a way that's typed, auditable and swappable.
salesforce-mcp
/sfdc · v2.3
Read accounts, opportunities, cases; draft activities; propose price-book changes.
query_accountsdraft_activitypropose_pricing
sap-s4-mcp
/sap · v1.9
Read GL, AP, AR; run standard reports; draft journal entries for CFO approval.
read_glget_agingdraft_journal
snowflake-mcp
/snow · v3.1
Query certified datasets, run parametrised models, return typed rows with lineage.
run_queryget_lineagelist_datasets
servicenow-mcp
/snow-itsm · v1.2
Read tickets, incidents, CMDB items; draft resolutions; open change requests.
query_ticketsdraft_resolutionopen_change
databricks-mcp
/dbx · v2.0
Run notebooks, query Unity Catalog, retrieve feature tables and vector indexes.
run_notebookunity_queryvector_search
zendesk-mcp
/zd · v1.6
Read tickets, satisfaction, agent workload; draft macros; propose triage rules.
list_ticketsdraft_macropropose_triage
slack-mcp
/slack · v2.2
Post to channels, DM approvers, read threads for context. Never posts without policy sign-off.
post_messagedm_userread_thread
custom-mcp
/yours · you own it
Wrap any internal API in a typed MCP server. Full boilerplate + auth in a day.
your_toolyour_tool…
Model choice · per agent, not per tenant
Claudeopus · sonnet · haiku
GPTgpt-5 · gpt-4.1 · gpt-4o-mini
Gemini2.5 pro · flash
Llama · Mistrallocal · your GPUs
Routerautomatic · cost-optimised
A reasoning-heavy agent (contract analysis) can run on Claude Opus. A high-throughput agent (ticket triage) can run on a cheaper local model. You pick, we route — and you see cost per agent, per action, in the ledger.
Use cases
Eighteen live shapes, one platform.
A working catalogue of what teams have shipped with mAIstro. Filter by industry or function — every card links to the pattern behind it. Names have been generalised; real deployments are shared under NDA.
Industry
Function
Agentic CVM for a Tier-1 operator
Retention Sentinel, Dormant Win-back, Renewal Scout and Offer Composer run against the CRM + billing warehouse. Every recommendation cites its signals.
+11pt portfolio NRR · -24% voluntary churn
Med-affairs CVM for J&J Innovative Medicine EMEA
Six-tab agent surface pharma-mapped to KOL engagement, account planning and MSL activity. Real-world evidence citations built in.
3× KOL touch quality · full audit trail
MENA retail bank — CVM in AED
Five agents including Retention Sentinel and Dormant Win-back. Enablement / knowledge-transfer engagement with a partner team.
+3.2% deposit balance recovery
District-heating CFO audit narrative
Ten finance agents plus three governance agents. Subsidiary audit story assembled top-down, drill-down to journal entries.
-58% close cycle · 2× variance coverage
Supply-chain scan-event tracing
Product-journey mapping across scan events for a global beverage brand. Agents reconstruct route deviations and shrink hotspots.
+18% exception close-out speed
Assortment intelligence for a European grocer
Assortment Watch + Local-Demand Sensor agents. Store-manager sees a shortlist per week — accepts / rejects, agent learns.
+2.1% like-for-like on affected SKUs
Payment-screening exception queue
Screening Analyst agent triages STR / SAR flags; drafts investigator packs with cited evidence. Investigator decides.
-42% handling time · zero SLA breaches
Clinical-trial protocol amendment cascade
When a protocol changes, agents update site guides, ICFs, monitoring plans and CRO briefs — track diffs, flag rework.
-3wks amendment cycle
Working-capital watch for a mining group
Lithium / copper producer. Agents monitor DSO drift by customer and DPO drift by supplier — CFO gets a weekly WC brief.
+US$28m released cash, year 1
B2B pitch demo · Kompas
Commercial-leadership pitch surface for a Central-European operator. Twelve revision rounds shaped a repeatable pattern.
Board-approved deployment path
Lumio Business · B2B revenue engine
Google Cloud stack (BigQuery + Vertex AI + Gemini Enterprise) via MCP. Agents run cross-sell, retention and mid-contract upsell.
+7% B2B ARPU, month 6
CFO / CIO command deck for a regional utility
One surface for the two chairs — cost of capital, IT programme burn, regulatory posture. Same data, two roles.
1 surface replaces 4 monthly decks
Citizen-services triage
Case Router + Precedent Finder agents cluster incoming requests, surface the analogous closed case, propose a response.
-33% first-response time
Spare-parts logistics for connected machinery
Predictive Maintenance + Spare-Kit Composer agents. Ship the kit before the customer opens a ticket.
-19% unplanned downtime
Pharmacovigilance signal triage
Signal-Reader + Case-Composer agents draft the ICSR narrative — QP reviews and signs. Every citation traceable.
+2× case throughput
Treasury liquidity forecasting
Cash-Position + Scenario-Composer agents run daily cash forecasts, flag drift from plan, propose corrective moves.
±1.5% 5-day forecast error
Store-labour rebalancing
Footfall Sensor + Roster Composer agents. Weekly roster proposals per store, HR approves in ten minutes.
-7% labour cost, no service drop
Data-estate migration readiness
Estate-Audit + Migration-Sequencer agents rank data products by migration readiness. Same pattern used at ASML.
7 areas mapped in 4 weeks
Trust & governance
Governance is the default, not the upgrade.
If you can't see what the agent did, who let it, and what it changed, it's not production-ready. mAIstro treats audit, access and human-in-the-loop as first-class primitives — same on the free tier, the enterprise tier, and the sovereign deployment.
EU AI Act aligned
Regulatory posture
Risk-tiered per agent. High-risk agents ship with the impact assessment, technical documentation and human-oversight design pre-populated. Reviewed against the Bird & Bird 2026 guide.
GDPR by default
Data protection
Data-minimisation at the connector layer. Right-to-erasure propagates through the audit ledger. Region-locked processing (EU, UK, US, sovereign) — data doesn't leave your chosen region.
Human-in-the-loop
Approval policy
Every action has a HITL policy: auto, notify, approve, dual-approve. Set per action, per role, per amount threshold. Change the policy, don't re-write the agent.
Role-based access
Zero-trust design
Scoped to the tool call, not just the tab. An agent an operator can trigger may be one a viewer can only read the audit of. Roles compose; the effective scope is always visible.
Evidence, live — an orchestration trace
This is what every agent action leaves behind. Redacted from a production run.
trace · run_9f4e2c · retention-save-play
09:14:22.114retention-sentinel received signal churn_prob = 0.71 on account acc_1002942 tok
09:14:22.201→ calling snowflake-mcp.run_query("account_health_last_90d")$0.001
09:14:22.418← 214 rows returned ok
09:14:22.510→ calling salesforce-mcp.query_accounts(acc_10029, depth=2)$0.002
09:14:22.842← account context loaded, contract expires 42 days
09:14:23.104reasoning: 3 usage-drop signals + 1 unresolved case, but contract just renewed 3 mo ago → 'temporary drop', propose engagement not discount1,204 tok
09:14:23.921→ calling governance-warden.check(action="draft_activity", sensitivity="low")$0.000
09:14:23.929← approved by policy P-CVM-04 (draft-only, no send)
09:14:24.201→ calling salesforce-mcp.draft_activity(type=call, owner=account_owner)$0.003
09:14:24.612← draft created id=act_88401, pending AE review ok
09:14:24.640→ calling slack-mcp.dm_user(account_owner, "save-play draft ready")$0.001
09:14:24.891← notification delivered ok
09:14:25.514retention-sentinel writing evidence bundle to audit ledger (7 items)
09:14:25.522→ run complete: 1 draft, 1 notification, 7 evidence items · human decision pending
Agents used
2chained
MCP calls
5tools
Tokens
1,246
Cost
$0.021
HITL
yespending
Deployment options
Managed EUmAIstro Cloud — EU-hosted, region-locked, single-tenant. Fastest to first value. Default for pilots.
Your VPCmAIstro in your cloud — AWS, GCP or Azure. Same product, your account, your identity boundary.
Sovereign / on-premmAIstro Air-Gap — for regulated regions and offline estates. Includes locally-hosted model runtime.
What you own, what we operate
You ownYour data. Your agent definitions. Your MCP servers. The audit ledger. Full portability if you leave.
We operateThe orchestrator, the runtime, the connector library, the governance kernel. Uptime, patching, model updates.
You approveEvery agent version. Every new MCP. Every model swap. Every action that crosses a HITL policy line.
Pricing & packaging
Eight ways to buy. Pick the one that matches how you run.
Eight commercial shapes because there are eight distinct conversations. A pilot fee for teams testing the idea; a per-agent subscription when the shape is known; consumption for spiky workloads; outcome-based when the delta is measurable; managed enablement to build your team's capability; enterprise licence for platform-scale commitments; sovereign for regulated estates; partner for embedding mAIstro in your product. Pick the shape that fits your finance function.
Start-here shapes
Most common
01 · Pilot fee
Fixed-fee pilot
One agent, one workflow, a defined window. Fixed price agreed up front. You keep the code and the ledger if you don't continue.
- One named agent in production
- MCP connector to one source
- Audit ledger + role-scoped access
- Success criteria signed up front
02 · Named-agent subscription
Per-agent seats
Pay per agent, per month. Add and retire agents freely. Best when the shape of the estate is known.
- All standard-library agents available
- Included runtime (fair-use tokens)
- Managed EU hosting
- Ledger, RBAC, HITL policies
03 · Consumption
Token & tool-call metered
Pay for what you actually run — tokens, tool calls, agent-seconds. Good for spiky or exploratory work.
- Metered per agent, per action
- Cost dashboard included
- Budget alerts + kill-switches
- No seat minimums
04 · Outcome-based
Pay on the delta
Fixed baseline plus a share of the measured uplift (retention $, cash released, hours saved). Requires an agreed measurement design.
- Baseline measured jointly at kick-off
- Uplift measured monthly
- Neutral analyst option available
- Cap on total share, always
Enterprise shapes
05 · Managed enablement
Co-build with your team
Our engineers embed with yours for a fixed number of weeks. Knowledge-transfer is the deliverable, alongside the running agent.
- Paired-engineering, on your systems
- Playbook + patterns handed over
- Your team runs it after handover
- Optional retainer for L2 support
06 · Enterprise licence
All-agents, all-users
Uncapped agents and users under one tenant. Annual commit. Best when mAIstro is a platform bet, not a project.
- Uncapped agents and users
- Custom MCPs included
- Dedicated CSM + solution architect
- Roadmap seat on quarterly review
07 · Sovereign / on-prem
mAIstro Air-Gap
Air-gapped install for regulated regions, defence, or sensitive estates. Locally-hosted model runtime included.
- Air-gapped install
- Local model runtime (Llama / Mistral)
- On-site support option
- Signed model provenance
08 · Partner / OEM
Embed mAIstro in your product
White-label the orchestrator, connector library and governance kernel inside your own product. Revenue-share model.
- White-label runtime
- Co-authored MCP catalogue
- Joint go-to-market
- Named partner tier
Which shape fits · a three-question decision
Are you testing?Start with Pilot fee (01). Fixed price, fixed scope, a running agent at the end. No commitment beyond that.
Do you know the shape?Once you know which agents you want, Named-agent subscription (02) is the simplest. Add and retire freely.
Is usage spiky?Consumption (03) if you can't predict monthly load. Cost dashboard + kill-switches make it safe.
Is the outcome measurable?Outcome-based (04) if there's a clean baseline and you want us on the hook for the delta.
Building capability?Managed enablement (05) when the deliverable is your team knowing how to run mAIstro, not just an agent.
Platform bet?Enterprise licence (06) when you want mAIstro across the business at flat, predictable economics.
Regulated / offline?Sovereign (07) for regions and estates where the internet is not part of the deal.
Building on top?Partner / OEM (08) when mAIstro is inside your product, not next to it.
Contact
Get in touch.
The fastest way in is a 30-minute call with a live walkthrough of the demo, tuned to your industry. One inbox for everything — walkthrough requests, partnership enquiries, press, security. Reply within one business day.
Request a walkthrough
Tell us what you're trying to solve. We'll bring a rough answer to the “which shape fits us” question before the meeting.
info@mainstreamai.org →
Reply within 1 business day
Read next
The capability map →
What the platform does, how it works, what it runs on. Seven sections, click-through detail.
Or try it
Start the guided demo →
Four-minute walkthrough inside a live sandbox. No sign-up.
Synapse Corp · Command
Command surface, live.
Six decisions in the queue this morning. Two are new since 06:00 · one crosses the approval threshold · one is a governance flag. Ask-mAIstro is watching the estate.
Portfolio NRR
107%
↑ 3.1pt vs plan
last 90 days
Working capital
€48m
↑ €4.2m QoQ
DSO down 3 days
Open exceptions
14
↑ 3 today
2 need approval
Agent uptime
99.94%
All 9 agents healthy
30-day rolling
Decision queue
Approve renegotiation memo · vendor V-4402
€1.2mannualised save
Approve save-play · account acc_10029
€180kARR at risk
Ship spare-kit · unit SN-88401
€12kship-ahead cost
Rebalance labour · Store 042 & 118
-€1.8klabour, no service drop
Governance-Warden weekly report
0breaches
Duplicate supplier records · V-2201 / V-2298
€310ktail-spend consolidation
Agents · live
Retention Sentinelsave-play draft
scoring acc_10029 · signals 3/5
Working-Capital Watchdaily WC brief
DSO drift detected on 4 customers
Predictive Maintenancesignal scan
3,214 units polled · 1 exception
Contract Radarexpiry sweep
17 contracts within 90d window
Roster Composerweekly proposal
store 042 · 118 rebalanced
Assortment Watchidle
next run 18:00 CET
Supplier Stewardidle
next batch overnight
Governance Wardenalways-on
policy engine · 214 checks today
Ask-mAIstroorchestrator
answering your last query
Live · workflow assembly & agent activity
Every query composes a workflow. Every agent leaves a heat-signature. Both are visible as they happen — nothing is post-hoc.
Workflow being composed· ask-maistro · live
Ask-mAIstro selects agents, chains them, gates on governance, and returns a cited answer. Below: a real composition running now.
composing…
— · —
Agent activity · past 24h
9 agents · 24 hours · 216 cells
lessmore
Audit stream · live
NLP query · try one
Ask-mAIstro treats natural language as an entry point, not the product. Type any of these — the answer streams into the panel above, with citations and a trace.
Synapse Corp · Atlas
The value chain, seen live.
Where value is created, captured and lost — across procurement, operations, revenue and service. Agents write to this map every minute.
Value-chain atlas · 09:14 CET · agents live on 5 of 5 stages
value flow
healthy
attention
governance overlay
Where value is leaking
Duplicate SUPPV-2201 / V-2298 · €310k spend split
Renewal drift14% above policy · €1.2m save
Unplanned service3 units unpatched · €42k exposure
Where value is compounding
NRRSave-plays converted 72% of last 25 attempts
WCDSO down 3 days QoQ · €4.2m cash
CSATShip-ahead avoided 6 downtime events
Governance overlay
Actions214 agent actions checked · 0 policy breach
HITL18 approvals routed · median wait 3m
Residency100% processing stayed in eu-west
Synapse Corp · Agents & MCP
Nine agents. Six connectors. One orchestrator.
This is the roster running Synapse Corp today. Each agent has a role, a toolset, an owner and a policy. Click any card to see its trace.
Agents · active
Retention Sentinel
Revenue · CVM
Watches health signals, drafts save-plays with cited evidence, routes to the account owner.
salesforce-mcpsnowflake-mcpzendesk-mcpslack-mcp
Activev4.2 · claude-opus-4-7
Working-Capital Watch
Finance ops
Reconciles DSO/DPO/DIO daily. Flags supplier terms drifting from policy. Drafts renegotiation memos.
sap-s4-mcpsnowflake-mcpexcel-mcp
Activev3.1 · claude-opus-4-7
Contract Radar
Legal · Procurement
Reads every executed contract, extracts obligations, tracks renewals, drafts negotiation packs.
docusign-mcpsharepoint-mcpsap-s4-mcp
Activev2.7 · gpt-5
Predictive Maintenance
Operations
Scores 3k+ connected units daily. Predicts failure windows, orders spare kits ahead of downtime.
databricks-mcpservicenow-mcpcustom-iot-mcp
Activev5.4 · llama-3.3-70b
Roster Composer
People ops
Weekly labour proposal per store using footfall, sales and holiday data. HR approves in one click.
workday-mcpsnowflake-mcp
Activev1.9 · gemini-2.5
Governance Warden
Risk · Compliance
Gatekeeper: other agents call it before acting. Applies policies, logs to ledger. Always on.
opaokta-mcpaudit-mcp
Activev5.0 · claude-haiku
Renewal Scout
Revenue
Owns the 90-day renewal window. Drafts pricing, cites usage, flags accounts drifting into risk.
salesforce-mcpsnowflake-mcp
Activev2.1 · claude-sonnet
Supplier Steward
Procurement
Detects duplicate vendor records, orphan spend, and category misclassification. Proposes merges.
sap-s4-mcpcoupa-mcp
Activev1.4 · gpt-5-mini
Ask-mAIstro (orchestrator)
User-facing
Interprets natural-language questions, chooses agents, composes an answer. Cites its steps.
agent-registrytrace-writer
Activev6.0 · claude-opus-4-7
MCP connectors · this tenant
salesforce-mcp
/sfdc · v2.3 · Synapse tenant
Accounts, opps, cases, activities. Draft-only for pricing without CRO approval.
query_accountsdraft_activity
sap-s4-mcp
/sap · v1.9
GL, AP, AR, vendor master. Journal drafts routed to CFO approval.
read_glget_aging
snowflake-mcp
/snow · v3.1
Certified datasets, lineage aware, row-level access enforced.
run_queryget_lineage
servicenow-mcp
/snow-itsm · v1.2
Tickets, CMDB, change requests. Auto-open change on ship-ahead.
query_ticketsopen_change
databricks-mcp
/dbx · v2.0
Notebooks + Unity Catalog. Predictive Maintenance's home.
run_notebookvector_search
custom-iot-mcp
/iot · v0.9 (beta)
Synapse-built. Pulls telemetry from 18k connected units.
poll_unitsread_history
Synapse Corp · Trace
Every action, as it happened.
The orchestration trace for the last save-play run. Two agents, five MCP calls, one policy check, one human notification. Total cost: two cents.
trace · run_9f4e2c · retention-save-play
09:14:22.114retention-sentinel received signal churn_prob = 0.71 on acc_1002942 tok
09:14:22.201→ snowflake-mcp.run_query("account_health_last_90d")$0.001
09:14:22.418← 214 rows ok
09:14:22.510→ salesforce-mcp.query_accounts(acc_10029, depth=2)$0.002
09:14:22.842← contract expires 42 days · account owner identified
09:14:23.104reasoning: 3 usage-drop signals + 1 unresolved case; contract renewed 3 mo ago → propose engagement play, not discount1,204 tok
09:14:23.921→ governance-warden.check(action="draft_activity", sensitivity="low")$0.000
09:14:23.929← approved by policy P-CVM-04 (draft-only, no send)
09:14:24.201→ salesforce-mcp.draft_activity(type=call, owner=account_owner)$0.003
09:14:24.612← act_88401 drafted ok
09:14:24.640→ slack-mcp.dm_user(account_owner)$0.001
09:14:24.891← delivered ok
09:14:25.514retention-sentinel writing evidence bundle (7 items) to audit-mcp
09:14:25.522→ run complete: 1 draft, 1 notification, 7 evidence items · human pending
Agents
2chained
MCP calls
5tools
Tokens
1,246
Cost
$0.021
HITL
yespending
Synapse Corp · Audit ledger
Complete audit, append-only, signed.
Every agent action, every human decision, every policy check — one immutable ledger. Filter by agent, by human, by object, by date. Export for auditors.
Recent ledger entries
| Timestamp | Agent | Action | Object | Actor | Value | Outcome |
|---|---|---|---|---|---|---|
| 09:14:25 | retention-sentinel | draft_activity | acc_10029 · act_88401 | account_owner · pending | €180k ARR | pending |
| 09:12:04 | working-capital-watch | draft_journal | je_44201 | CFO · approved | €1.2m | approved |
| 09:08:33 | governance-warden | policy_check | ship-ahead SN-88401 | auto · policy P-OPS-02 | €12k | approved |
| 09:05:12 | predictive-maintenance | predict_failure | unit SN-88401 | auto | p=0.82 | flagged |
| 08:44:19 | contract-radar | draft_renegotiation | V-4402 · doc_7712 | Head of Proc · pending | €1.2m | pending |
| 08:31:02 | supplier-steward | propose_merge | V-2201 ⇄ V-2298 | Cat Mgr · pending | €310k | pending |
| 08:12:44 | renewal-scout | draft_offer | acc_88301 | account_owner · approved | €420k | approved |
| 07:58:20 | governance-warden | policy_check | save-play acc_10029 | auto · policy P-CVM-04 | — | approved |
| 07:40:11 | roster-composer | propose_roster | stores 042, 118 | HR · approved | -€1.8k | approved |
| 07:12:04 | ask-maistro | compose_answer | query_88214 | alex@synapse.co | $0.021 | delivered |
Retention window
7 yearsimmutable
Ledger is append-only, cryptographically signed, held in the tenant's region.
Entries today
1,208
Agent actions, human decisions, policy checks, model swaps.
Export
CSV · JSON
Signed export for external audit. API endpoint for continuous streaming.