Your team repeats the same work every week
Lead routing, inbox follow-ups, spreadsheet updates, invoice checks, report generation, and status pings keep stealing operator hours.
AI AUDITfor SMB operators
Private AI operators for the work your team repeats.
Deltabits maps repetitive business work, designs private AI automation architecture, and ships agents that can act across your tools with approval rules and readable logs.
Deployable on AWS, private cloud, or client-controlled provider accounts
Designed for strict data boundaries and human approval
OpenClaw-style agents plus a self-hosted automation layer
Audit
Agent
Approval
Connectors
Ops log
Audit output preview
12 workflows mapped, 3 pilots ranked, connector paths listed, approval gates defined, and estimated operator hours saved.
Clients and partners
Trusted by teams with real workflows to move.
Commerce, media, AI, consulting, and public-sector operators have all needed the same thing: software that turns repeated backend work into a faster operating system.
Reason Clothing
Otto Media
GIA AI
Viral Idea Marketing
RSG Consulting
Government of Barbados
Government of The BahamasReason ClothingOtto MediaGIA AIViral Idea MarketingRSG ConsultingGovernment of BarbadosGovernment of The BahamasThe operating gap
AI is useful. Your operations still need hands.
Most companies have prompts, subscriptions, and experiments. What they do not have is a private operator that can safely move work through the tools the business already depends on.
CRMInboxFilesBilling
Action log
Approval gate
Private AI operator
AI is trapped in a chat window
A prompt can help with a draft. It cannot reliably update your CRM, reconcile a payment, send a clean handoff, and leave an audit trail.
Your tools know fragments, not the workflow
CRM, email, files, billing, support, and internal docs all hold part of the truth. Automation needs the whole operating context.
Privacy is treated like an afterthought
Most AI rollouts start with convenience. We start by deciding what stays private, what can use provider APIs, and what needs human approval.
What Deltabits builds
A private agent stack, not another SaaS login.
The stack is intentionally pragmatic: agent control, automation execution, connector paths, and operator oversight.
Private by design
Deployment modes that fit your risk
Run local or self-hosted models for sensitive workflows, use client-owned provider keys where appropriate, or combine both with explicit data boundaries.
Action layer
Agents that move work across systems
OpenClaw-style agents handle intent and context. The automation layer executes approved actions across CRM, inbox, files, billing, support, and databases.
Connector layer
Broad app coverage without overclaiming
Use self-hosted automation connectors for common business apps, webhooks, APIs, and custom adapters when a client stack needs a specific path.
Operator control
Approvals, logs, and rollback plans
Critical actions can require human approval, every workflow gets a readable action trail, and pilots ship with clear boundaries before broader rollout.
Audit process
The first deliverable is clarity, not a pitch deck.
We map the work before building the system. The audit identifies the workflows that are worth automating, the data that must stay private, and the first pilot that can ship without unnecessary risk.
Review the audit01
Map the real work
We inspect the workflows your team repeats: inboxes, CRMs, spreadsheets, finance ops, support queues, docs, and handoffs.
02
Mark privacy boundaries
We classify which data should stay on private infrastructure, which actions need approval, and which tools can use client-owned API keys.
03
Pick the pilot
We score opportunities by hours saved, integration complexity, business risk, and speed to a reliable first win.
04
Ship a clear roadmap
You receive a pilot plan with stack choices, connector paths, operating rules, and a phased implementation estimate.
Channels and connectors
Meet teams where they work. Move data where it belongs.
Agent channels handle requests from chat. The automation layer handles app actions, webhooks, APIs, and custom adapters.
WhatsAppAgent channel
TelegramAgent channelSlackAgent channel
DiscordAgent channelMicrosoft TeamsAgent channel
SignalAgent channeliMessageAgent channel
Google ChatAgent channel
WhatsAppAgent channelTelegramAgent channelSlackAgent channel
DiscordAgent channelMicrosoft TeamsAgent channel
SignalAgent channeliMessageAgent channel
Google ChatAgent channel
SalesforceCRM & Sales
HubSpotCRM & Sales
GmailCommunication
StripeFinance & Payments
ShopifyE-commerce
Google SheetsFiles & Docs
NotionFiles & DocsHTTP/WebhooksDeveloper Tools
SalesforceCRM & Sales
HubSpotCRM & SalesGmailCommunicationStripeFinance & PaymentsShopifyE-commerceGoogle SheetsFiles & DocsNotionFiles & DocsHTTP/WebhooksDeveloper Tools
Agent channelsCRMFinanceE-commerceFilesDatabasesCustom APIs
Field notes
Sharp thinking for private AI operators.
AI Automation6 min readApr 25, 2026
How to choose the first workflow for private AI automation
A practical operator guide for picking the first AI workflow: repetitive enough to matter, safe enough to ship, and connected enough to prove value.
Read insightBuilder story
Built by a software builder, not a slide-deck agency.
Deltabits comes from years of building products, applying to YC, getting rejected, studying early AI models, and learning where businesses actually lose time: repeated backend work.
Read the storyAge 18
Started building software
The work began with a practical obsession: build real software, learn from the system, and keep shipping until the product teaches the next step.
Age 19
BakersLoaf during COVID-19
During the COVID-19 shutdowns, the founder built BakersLoaf for a cloud kitchen, applied to YC for the first time, got rejected, and kept building.
Early AI years
Davinci, DALL-E, and picsy.art
Early OpenAI models became a signal. That curiosity became picsy.art, an early AI art generation app built before generative images became mainstream.
Knowledge tools
The BookBrief
The next product focused on book summaries for busy professionals. Another YC rejection followed, along with a clearer understanding of AI-assisted work.
Video automation
Klippie
Klippie automated trailer and clip extraction for video marketing teams, turning long-form content into usable assets faster.
Now
Deltabits
After years of products, rejections, pivots, and AI experiments, the mission became clear: help businesses automate private operational work without handing away sensitive context.
Start with the audit
Find the work your business should stop doing manually.
Get a workflow map, private AI architecture, connector plan, and pilot roadmap before committing to a build.