DEV.co
AI-Powered Internal Tools

Internal tools your team opens every morning.

We build the admin apps, dashboards, and operations copilots that turn scattered spreadsheets and tab-switching into one AI-assisted workflow — on top of the databases and SaaS you already have.

Retool-grade UX · Postgres · Snowflake · Salesforce · Slack · Role-based access · SSO

The cost of the tool you never built.

Every operations team has a process held together by a power-user, a 40-tab spreadsheet, and tribal knowledge. It works until that person is on vacation — or until the volume doubles.

Internal tooling is the highest-ROI software most companies never prioritize, because it doesn't show up on the roadmap and it isn't customer-facing. But a well-built ops copilot pays for itself in weeks: fewer manual errors, less context-switching, and decisions made in seconds instead of after a Slack thread.

We build these as real software — versioned, tested, access-controlled — not as brittle no-code that breaks the moment your data model changes.

What we build most often.

Ops

Operations copilots

Natural-language interfaces over your orders, tickets, inventory, or accounts — ask a question, take an action.

Admin

Internal admin panels

CRUD on your real database with guardrails, audit logs, and approvals — replacing direct DB access and risky scripts.

Review

Human-in-the-loop queues

AI drafts, a human approves: refunds, content moderation, data corrections, onboarding reviews.

Insight

Internal dashboards

Live metrics from your warehouse with AI-generated summaries and anomaly callouts.

Automation

Back-office automation

Document processing, data entry, reconciliation — the repetitive work that eats your team's day.

Search

Internal knowledge search

Ask across wikis, tickets, and docs and get a cited answer instead of a 20-link search page.

How we ship an internal tool.

Most internal tools go from kickoff to daily use in 3–6 weeks.

01

Shadow the workflow

We watch the actual process and the spreadsheet behind it — the real one, not the documented one.

02

Connect your systems

Read/write integrations to your DB, warehouse, and SaaS via secure service accounts.

03

Design the happy path

The 3 actions your team does 100 times a day become one screen and one click.

04

Add the AI layer

Summaries, drafting, classification, or natural-language actions — only where it removes real work.

05

Guardrails + audit

Role-based access, approvals on destructive actions, and a full audit log.

06

Roll out + iterate

We watch the first week of real usage and tune the rough edges your team finds.

Ways to engage.

Single Tool
3–6 weeks
from $28,000
  • One workflow, end to end
  • Up to 3 system integrations
  • Auth + audit logging
  • 30-day support
Scope a Tool
Internal Platform
8–14 weeks
from $75,000
  • Multiple tools on shared infra
  • SSO + role management
  • Reusable component library
  • Onboarding + handoff docs
Plan a Platform
Embedded Team
monthly
from $14,000/mo
  • Ongoing tool development
  • Backlog managed with your ops lead
  • Weekly releases
Discuss a Team
Show, don't tell

Guardrails aren't a feature. They're the architecture.

Every destructive internal action runs through role checks, approvals, and an audit log — by default.

actions/refund.tstypescript
// Internal action: issue a refund — gated and loggedasync function issueRefund(orderId: string, amount: number, actor: User) {  requireRole(actor, "ops.refund")                 // RBAC  if (amount > 500) await requireApproval(actor, { orderId, amount })  const order = await db.orders.get(orderId)  const refund = await stripe.refunds.create({ payment_intent: order.pi, amount })  await audit.log({ actor: actor.id, action: "refund", orderId, amount })  return refund}
Audit trail
✓ refund re_1Nk0 created · $420.00
actor: ops.jordan → action: refund
order #8821 · requires_approval: false

Your team gets one-click speed; you get a complete, tamper-evident record of who did what.

Built on your stack

Real software, scoped to your systems.

We connect to your database, warehouse, and SaaS through scoped service accounts with exactly the permissions the tool needs — nothing more.

It's versioned, tested, and access-controlled like the rest of your codebase, not brittle no-code that breaks when your schema changes.

Scope an internal tool

Common questions.

Why not just use Retool or a no-code tool?
For simple CRUD, no-code is great and we'll tell you when it's the right call. We get hired when the logic, integrations, AI layer, or access requirements outgrow what no-code can maintain safely.
Will this touch our production database?
Only through scoped service accounts with the exact permissions the tool needs — and destructive actions go through approvals and audit logging.
Can the AI take actions, not just summarize?
Yes, with human-in-the-loop where it matters. We default to 'AI drafts, human approves' for anything irreversible.
Who owns the code?
You do. It's deployed to your infrastructure or ours, and you get the repository.

What's the workflow eating your team's day?

Tell us the process held together by a spreadsheet and a power-user. We'll tell you what it would take to make it a tool.