New lead asks about Saturday availability
Revenue & Inbox Playbook
Proposed actionReply with approved weekend options
Draft preparedLow riskApproval required
Operations OS · Human approval built in
Turn recurring work into an AI powered operating system.
Silpho connects your tools, knowledge, and approval rules so work arrives prepared and important decisions stay human.
Start with one workflow. Expand what proves useful.
Operations Queue
Today
7Needs a decision
12Awaiting response
4Running
18Completed today
Illustrative operator action: Review
One-star review mentions a missed appointment
Content & Reputation Playbook
Proposed actionEscalate before any public response
Escalation recommendedHigh riskApproval required
Carrier invoice is $430 above the approved quote
Operations & Exception Playbook
Proposed actionCompare quote, invoice, and shipment record
3 supporting records attachedNeeds approvalApproval required
Article explainer script is ready
Content & Reputation Playbook
Proposed actionSend the validated draft to editorial review
Source validation passedReady for reviewReview required
- Keep existing systems
- Run in shadow mode first
- Approve consequential actions
- Measure real outcomes
01One workflow first
02Existing tools stay
03Draft and approval by default
04Every action is traceable
Built by a founder who has shipped 25+ production applications.
Not another chatbot
Your team should not have to manage work through a chat box.
The work should arrive prepared.
The system wakes up when an email arrives, a document changes, a review is posted, a follow-up becomes due, or a scheduled check runs. It gathers the relevant context, follows the approved playbook, and surfaces only the decisions that require a person.
General-purpose chat
- Waits for someone to prompt it
- Produces an answer
- Forgets operational state
- Hides evidence and uncertainty
- Stops when the conversation ends
- Is difficult to measure
Silpho Operations OS
- Responds to events and schedules
- Creates reviewable work
- Uses structured workflow records
- Shows context, evidence, and risk
- Continues through approvals and follow-ups
- Tracks quality, cost, and outcome
Chat is useful for ad-hoc thinking. Recurring operational work needs state, controls, and a path to completion.
Your operating system
One operating layer across the tools your team already uses.
Silpho adds the smallest reliable layer around the workflow. Existing systems remain the source of truth. Playbooks coordinate the work, agents provide judgment where interpretation is needed, and normal software controls permissions, limits, approvals, and consequential actions.
Work arrives
- Calls
- CRM
- Reviews
- Documents
- Internal systems
Silpho Operations OSKnowledge · Playbooks · Agents · Automations
- Monitor
- Interpret
- Prepare
- Validate
- Route
Control stays visible
- Work queue
- Approvals
- Evidence
- Audit trail
Permitted next steps
- Draft
- Update
- Assign
- Schedule
- Escalate
Usually no platform migration. No agent choosing its own permissions. No consequential action hidden inside a chat transcript.
Operating playbooks
Start with the first workflow that can move a real metric.
This is not a collection of disconnected bots. The first implementation is one scoped playbook with a clear input, a process owner, explicit rules, known failure paths, and a measurable business result.
01
Revenue & Inbox System
Turns incoming calls, forms, and email into qualified, reviewable next steps while preserving the full conversation context.
- Classify and summarize enquiries
- Prepare replies and proposal drafts
- Track context across long threads
- Schedule follow-ups
- Update the CRM after approval
- Escalate unusual commercial requests
Example work item
A new enquiry matches the standard service area. The system prepared a reply, attached the correct service information, and scheduled a follow-up if the lead does not respond.
02
Operations & Exception System
Monitors recurring operational work and pulls exceptions out of inboxes, documents, spreadsheets, and internal systems.
- Detect missing information and mismatches
- Reconcile records across sources
- Prepare customer or supplier updates
- Route high-risk cases
- Monitor deadlines and unresolved items
- Produce a daily operations watchdog summary
Example work item
A delivery date in the customer email conflicts with the date in the internal system. The playbook collected both records and routed the discrepancy for a decision.
03
Content & Reputation System
Turns approved business material into useful content and manages reputation workflows without losing brand or source context.
- Monitor reviews and prepare replies
- Repurpose articles, calls, and source documents
- Create video scripts and storyboards
- Prepare case studies and FAQs
- Maintain a review and publishing queue
- Preserve source references
Example work item
A completed project and positive review were turned into a case-study draft, a social post, and an article-explainer brief, all waiting for review.
Example use cases
Useful when work repeats and exceptions matter.
01Revenue & Inbox System
- Lead follow-up
- Proposal preparation
- Client onboarding
02Operations & Exception System
- Document processing
- Operational reporting
- Shipment exceptions
- Internal knowledge
- SOP micro-tools
03Content & Reputation System
- Review replies
- Creator partnerships
- Content repurposing
- Article-to-video workflows
Examples, not guaranteed off-the-shelf products. Scope depends on the workflow, data, permissions, and available system access.
The deployment method
Map the real work. Prove the system.
Increase autonomy carefully.
- 01
Map
We document how the work actually happens, including exceptions, workarounds, unspoken rules, handoffs, and the cases that never appear in the official SOP.
HumanAgent - 02
Design
We decide what belongs in deterministic software, where agent judgment is useful, and where a human must remain in control.
HumanAgent - 03
Build
We connect the required tools and implement one narrow end-to-end workflow rather than automating disconnected steps.
HumanAgent - 04
Shadow
The system runs beside the team without taking consequential action. Its decisions are compared against real human handling.
HumanAgent - 05
Evaluate
Representative examples, failure paths, cost, latency, escalation quality, and policy compliance are measured before autonomy expands.
HumanAgent - 06
Deploy and improve
The system receives only the autonomy supported by evidence. Human corrections become reviewed evaluation cases, policy updates, or workflow improvements, not silent self-modification.
HumanAgent
The goal is not maximum autonomy. The goal is reliable operational leverage.
Business value
Every deployment must improve revenue, cost, or risk.
Revenue
Respond while intent is high, follow up consistently, increase sales capacity, and remove avoidable delays from customer-facing work.
Possible measurements
- Time to first response
- Follow-up completion
- Qualified opportunities
- Proposal turnaround
- Conversion
Cost
Reduce repetitive administration, rekeying, document handling, recurring reporting, and coordination work between people and systems.
Possible measurements
- Minutes per case
- Human handling time
- Items processed
- Backlog
- Cost per completed workflow
Risk
Catch missing information, inconsistent records, policy violations, deadlines, unsupported claims, and unusual cases before they become larger problems.
Possible measurements
- Exceptions detected
- Incorrect actions prevented
- Escalation precision
- Policy violations
- Unresolved items
If the workflow cannot be measured yet, the first deliverable defines what to measure before implementation begins.
Start small
One entry point. A clear path to production.
- 1Free fit call
- 2Operations OS sprint
- 3First workflow system
- 4Operations partnership
- 5Additional workflows
01Free · 20 minutes
Operations Fit Call
Bring one repeated workflow, the people involved, the tools it touches, and the result you want to improve. You receive a direct answer on whether it belongs in a tailored operating system.
$0- One candidate workflow
- Initial fit and data check
- Risk and complexity discussion
- Clear next-step recommendation
02Fixed scope · typically 5 working days
Operations OS Sprint
A structured assessment that maps the current workflow, identifies the smallest valuable system, and documents how it should operate.
From $750- Real workflow and exception map
- Impact–effort prioritisation
- Deterministic software vs agent vs human decision map
- Current baseline and success metric
- First workflow-system specification
- Evaluation and shadow-mode plan
- Owned readout and recommendation
The sprint fee is credited if Silpho implements the first workflow system.
Start the operations sprint03One production workflow
First Workflow System
Silpho implements one tightly scoped operational workflow, connects the required systems, adds controls and approvals, tests failure paths, and hands over a working production system.
Scoped after the audit- One end-to-end workflow
- Required integrations
- Structured workflow state
- Human approval path
- Policy and permission controls
- Failure handling and idempotency
- Evaluation cases
- Measurement plan
- Documentation and handoff
Final scope depends on workflow complexity, integrations, access, data quality, and required controls. Third-party software and usage fees are separate.
Discuss the first workflowAfter the first workflow
Operations OS Partnership
After the first workflow is live, Silpho monitors performance, reviews evaluations, fixes failures, improves playbooks, controls model cost, and expands the operating system into the next useful workflow.
Scoped after the first deployment- Operating reviews
- Evaluation review
- Incident and failure analysis
- Prompt and policy improvements
- Workflow changes
- New scheduled playbooks
- Model-cost optimisation
- Integration maintenance
- Team enablement
- Outcome reporting
Keep the systems your team knows
The operating system should adapt to the company, not force it onto a new platform.
Silpho starts with the software, data, permissions, knowledge, and operating rules already in place. New software is introduced only when the current stack cannot support the required workflow or controls.
- Email and calendar
- CRM and forms
- Calls and transcripts
- Documents and storage
Silpho Operations OSKnowledge · Playbooks · Agents · Automations
- Reviews and publishing
- Internal databases
- ERP, TMS, or operational systems
- Team communication
Integration scope depends on available APIs, account permissions, and the workflow being deployed. Categories do not imply vendor partnerships.
Operations insights
How reliable AI-powered operations are designed.
Practical notes on mapping recurring work, placing agents inside explicit controls, measuring the operation, and expanding autonomy only when the evidence supports it.
Frequently asked questions
Clear boundaries before anything is built.
The first useful system is usually narrower, more controlled, and easier to measure than the first idea on the whiteboard.
One workflow first
Build the operating system one workflow at a time.
Bring one repeated process, the tools involved, and the part that keeps going wrong. You will get a direct answer on whether it belongs in a tailored operating system and what the smallest useful implementation should be.
No platform migration pitch. No invented ROI. No obligation to build after the fit call.