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Your business process operating system

Hand off the work you dread. Keep the work you love.

tacitrun turns the repetitive, swivel-chair work across your systems — the dropdowns, the dialog-after-dialog, the copy-paste between apps — into AI domain agents your IT will actually approve. So Sales, Revenue, Commerce, and Customer Service Ops can spend their days on customers and growth, not busywork.

Start in minutes: connect a system, pick a blueprint, and watch a domain agent run alongside your team in shadow mode before it touches anything. Every write stays behind your approval until you decide otherwise.

tacitrun.com/foundry/agents/po-approver
PO Approval Domain Agentv0.1.1autonomousHOOTL
Currently servinggcp · us-central1v0.1.1
https://<your-agent>-<region>.run.app/invoke
Liveness
ok · 4xxms
24h invokes
2xx
p95 latency
~3s
24h cost
$1.xx
==> GCP deploy
[1/5] google-auth → project=<your-gcp-project>
[2/5] GCS:upload manifest.json
[3/5] Cloud Run: create <your-agent> ...
[4/5] Ready → https://<your-agent>-<region>.run.app
[5/5] Smoke test OK (HTTP 200)
==> Deployed and verified.
Industry blueprints and domain agents, ready to adopt

Don’t start from a blank page. Start from your industry.

tacitrun ships your industry’s operations already mapped — every process with its steps, KPIs, suggested systems and human-approval points — and pre-built domain agents ready to run them. Adopt one in a click, then adapt it to your systems, your terminology and your approval rules. Your people review and refine; nobody writes it from scratch.

11
industries
19
blueprint process domains
178
processes already mapped
56
pre-built domain agents
Ready to adopt today for:
RetailConsumer goods (CPG)ManufacturingInsurance — personal linesInsurance — commercial linesHi-tech / SaaSPrivate equityHealthcare — payer (health plan)Consumer lending & fintechStaffing & light industrialEngineering & construction
This is for you if…

You run operations, and you’re tired of being the human glue between systems.

You want to get rid of the repetitive tasks you dread doing every week.

You’d rather be talking to your customers than wrangling tools.

You want to spend your time on strategic work that grows the top line.

You swivel-chair across a dozen apps — dropdowns, dialogs, endless screens in your systems of record — and you’re done with it.

Built for operations teams

Adopt what’s built. Adapt it to how you work.

Start from your industry’s blueprint or a pre-built domain agent, and adapt it to your systems, your terms and your approval rules — in an afternoon, not a project. Something we haven’t built yet? If your team can describe it — typed, spoken, or the SOP you already have — tacitrun can run it. Either way, a person approves before anything changes in your systems.

Sales Ops

Your reps should be selling, not scrubbing data. Hand tacitrun the routing rules, territory sheet or hygiene checklist you already follow — it routes, cleans and preps the pipeline, and you approve what changes in the CRM.

Ready to adopt · 19 agents

Lead Router · CRM Hygiene Fixer · Deal Desk Reviewer and more

For example
  • Hi-tech / SaaS: Route inbound leads by territory and fit; flag stale deals before the forecast call.
  • Staffing: Turn new client requests into qualified leads, assigned to the right recruiter desk.
  • Commercial insurance: Send each broker submission to the right underwriter, reasons attached.
Revenue Ops

Quote-to-cash breaks in the gaps between systems. Describe your deal-desk policy or reconciliation checklist — tacitrun checks every deal across CRM, quotes, contracts and billing, and routes each exception to the person who owns it.

Ready to adopt · 8 agents

Forecast Roll-up · Pipeline Hygiene Auditor · Commission Calculator and more

For example
  • Hi-tech / SaaS: Check non-standard discounts against policy and route them to the right approver.
  • Consumer lending: Catch missing application data before it stalls underwriting.
  • Private equity: Keep deal and portfolio data reconciled across CRM and your data warehouse.
Commerce / eCommerce Ops

Every new SKU, price change and stock update is a chance to get it wrong. Give tacitrun your catalog playbook — it imports, enriches and syncs products across PIM, ERP and storefront, and your merchandiser approves before anything goes live.

Ready to adopt · 10 agents

Product Listing Enricher · Catalog QA Auditor · Replenishment Planner and more

For example
  • Retail: Draft store replenishment orders from stock and sales; approved before the PO goes out.
  • Consumer goods: Match retailer deductions to promotions and route the disputes.
  • Manufacturing: Keep product specs consistent between ERP and the online catalog.
Customer Service Ops

Your team should be solving problems, not sorting the queue. Hand tacitrun your triage rules, macros and escalation policy — it routes tickets, drafts replies from your own knowledge base and flags what is about to slip, and your team approves what changes.

Ready to adopt · 8 agents

Ticket Triage · Response Drafter · Escalation Watcher and more

For example
  • Hi-tech / SaaS: Triage tickets by product and urgency; draft replies from your help center.
  • Retail: Decide refunds within policy and escalate the exceptions to a person.
  • Healthcare payer: Route member questions to the right team, with the history attached.
Know what it’s worth — in numbers both sides trust.

The business sees the hours handed back and the value delivered by every process. IT sees how often each agent agrees with your team and what every run costs. Same numbers, one place — so the case for AI is measured, not assumed.

Not on this list? If your team can write it down, tacitrun can run it — including the back-office work every company runs: Billing Ops · Contract Ops · Finance Ops · HR Ops · Order Management · Procurement.

Business and IT, on the same page

Business builds. IT approves. One seamless handoff.

The business moves fast without waiting on a backlog; IT keeps control without becoming a bottleneck. Both sides see the same live status for every domain agent — Ready, Pending IT, Needs IT setup, Live — so nobody has to guess where things stand.

BusinessStep 1
Describe it, build it, validate it

Pick a blueprint or describe the work in plain words. tacitrun builds the process and its domain agents; the business checks them safely — no code, no tickets.

HandoffStep 2
Submit the whole process — one click

When it’s ready, the business submits the whole process for IT review. Every domain agent goes together, as one — no piecemeal requests.

ITStep 3
Connect, review, approve

IT connects your enterprise systems, binds the fields, and signs off. Nothing goes live until it’s connected and approved — governance by default, no shadow IT.

Your models, your cloud
Enterprise

Bring your own model. Run agents in your own GCP project.

Large enterprises do not send their conversations through someone else’s API key. On the Enterprise plan the model inference and the agent runtime both live in your cloud — your project, your identity, your bill, your audit trail. tacitrun keeps building the prompts and holding every write for approval; the model and the agents run where your security team wants them.

Model inference

Your models, in your GCP project

Every model call the platform makes for your workspace — composing, runs, evaluations, chat, reading your documents — runs on the Claude models you enable in Vertex AI Model Garden, inside your own Google Cloud project.

  • Keyless, via Workload Identity Federation
  • Billed to your project
  • In your audit logs, under your IAM
  • Inside your VPC Service Controls and CMEK
Model inference · OpenAI

Or your own OpenAI / Azure OpenAI key

Prefer OpenAI? Bring your own API key or your Azure OpenAI deployment and run on:

GPT-5.6 SolGPT-5.6 TerraGPT-6 Astra
  • Stored encrypted in the vault
  • Used only for your workspace
  • Never shown again
  • Removed the moment you switch back
Agent runtime

Your agents, running in your project

Each deployed domain agent becomes a Cloud Run service created in your GCP project, calling Claude models on your Vertex AI.

  • Runs as a service account you name
  • Reads its manifest from your bucket
  • Public URL that only tacitrun’s identity may invoke — or internal ingress behind your own load balancer
  • Nothing but the tool callback leaves your perimeter

Set up by an owner under Settings — Cloud deployment and Bring your own model. See the Enterprise plan · How it works, in the FAQ

See it in action

A look at the actual product — three views you'll spend time in.

Start fast

A blueprint library for every industry

Pick your industry and see its processes grouped the way you actually think about them — Front office, Digital commerce, and the Standardized finance / HR / IT / procurement / legal back-office every company runs. Aligned to common process frameworks. One click seeds a governed process pre-filled with steps, KPIs, suggested systems, and human-approval points.

Blueprints — Retail
industry ▾
Front office
Store replenishment
Returns & RMA
Digital commerce
Omnichannel order orchestration
Self-service digital returns
Standardized
Invoice processing (AP)
Procure-to-Pay
Bring what you already know

Import from Celonis or SAP Signavio

Already mapped a process in Celonis or SAP Signavio? Import what they know — tacitrun deconstructs it into tasks, flags the repetitive, automatable steps, and recommends the specific domain agents to run them so your people are freed for strategic work. Imported knowledge lands in your corpus and feeds the same compose → eval → shadow → approve → deploy pipeline. Try it with sample data, or connect your own tenant.

Import from process mining
sample
CelonisSAP Signavio→ Invoice-to-Pay imported
Receive invoicesystem
3-way matchautomatable
Resolve exceptionautomatable
Approve paymentautomatable
Recommended domain agents
3-Way Match Domain AgentException Resolver
Single pane of glass

Deployments dashboard with live health

Every deployed agent shows real-time liveness, 24h invokes, p95 latency, and 24h cost. Polled live from the agent's own /health endpoint + the invocations we proxy. No leaving tacitrun to dig in your cloud console.

Deployments — live
Health polled every 30s · 24h metrics from invocations table
AgentHealth24hp95err
PO Approval Domain Agentok2472.8s0%
FNOL Triageok1841.9s1%
Trade Promo Reviewerok923.4s0%
COI Renewal Schedulerdown6—100%
Trace everything

Observability built into the runtime

Every invocation persists a trace span with cost, tokens, latency, status, and redacted I/O. Filter by agent. Click into a trace to see the full LLM + tool-call timeline. No separate OTel collector to operate.

Observability — recent invocations
Live from trace_spans + invocations tables · PII-redacted on persist
Spend (24h)
$3.84
Avg latency
2.7s
Pass rate
98%
AgentWhenStatusDurCost
PO Approval12s agook2.4s$0.014
PO Approval38s agook2.9s$0.012
FNOL Triage52s agook1.8s$0.008
PO Approval1m agoescalated3.1s$0.018
Trade Promo Reviewer1m agook4.2s$0.024
What's included

The full end-to-end stack. Not a demo — a working system.

Corpus-grounded compilation

Upload PDFs, screenshots, or describe in chat. tacitrun extracts the structure into a typed process graph with actors, decision rules, SLAs, and compliance tags.

Framework-aligned blueprint library

Cross-industry foundations, end-to-end value chains, and per-industry packs — pick your industry and they group into Front office, Digital commerce, and Standardized back-office. Aligned to common process frameworks. One click seeds a governed process.

Process mining import

Connect Celonis or SAP Signavio (or try sample data) and import a process you've already mapped. tacitrun deconstructs it into tasks, flags the automatable steps, and recommends the domain agents to run them.

Specific agent generation

The composer reads your corpus AND the graph. Generated agents use your business's exact vocabulary, named approvers, real thresholds — not generic templates.

Scenario-based evals

Every agent gets evals derived from concrete scenarios in your SOP. Judge rubrics embed the source-of-truth excerpts so the grader has context at run time.

Shadow-run trust unlock

Watch the agent on real work alongside your humans. ≥90% agreement promotes it out of HITL. Below that, you keep the human in the loop.

IT approval workflow

Lock-on-approval governance: agents in production are frozen until an explicit unlock. Promotion requests track 5-dim risk scoring + cost projection.

Real cloud deployment — in your project

GCP Cloud Run or Vertex AI Agent Engine, today. tacitrun-hosted by default; on Enterprise, each agent’s Cloud Run service is created in your own GCP project, as your service account, keyless via Workload Identity Federation — plus Gemini Enterprise registration.

Auth-gated invoke

Deployed agents are IAM-gated. No public endpoints. All invocations go through a server-side proxy that mints Google-signed credentials per request.

Live telemetry

Every invoke writes a structured trace + invocation row. Health dashboard shows p50/p95 latency, 24h cost, error rate — without leaving tacitrun.

Bring your own model

Frontier Claude models by default. On Enterprise, run every model call on Claude models on Vertex AI inside your own GCP project — no API key shared — or on your own OpenAI / Azure OpenAI key with GPT-5.6 Sol, GPT-5.6 Terra or GPT-6 Astra.

tacitrun

Pick one process your team dreads. Have it running this week.

Start with a blueprint for your industry, connect the systems it touches, and run it in shadow mode against real work. You see the agreement rate and the exact writes it wants to make before anything is approved.