Stop running your company from memory. Give it a Company Brain. The mind of an AI-native business.

Your business already has the answers.

Which clients are actually profitable? What did we promise them last quarter? Why do the CRM and the accounting tool disagree? Every owner asks these questions and gets the answer via three people, two exports, and a day of waiting.

The daily hunt

A day a week, gone

Your team loses the equivalent of one full working day per week just finding information. The customer who exists in four systems under three spellings. The "final" file that lives in someone's inbox.

Key-person risk

Your business runs on memory

What "status 3" means, how a client likes to be invoiced, why the discount exists. It lives in people, not systems. When they take a holiday, quoting stalls. When they quit, the knowledge quits with them.

The rigid stack

Paying more, deciding slower

A dozen subscriptions, half the licenses unused, and barely 3 in 10 tools actually talk to each other. So decisions get made on gut, because assembling the truth takes longer than the decision window.

None of this is a people problem. It's a structure problem, and it compounds with every hire, every tool, every quarter. That structure is exactly what a Company Brain replaces.

Data cited from McKinsey & Company IDC Forrester MuleSoft BetterCloud Zylo

Agent, Brain, AI-Native.

The agent is how you talk to your business, the brain is why the answers are true, and AI-native is when the business starts acting on them.

01 · The interface
The Agent
A private, persistent AI agent wired into your own tools and accounts. Unlike a public chatbot it never resets, and it answers as someone who actually works there.
02 · The foundation
Company Brain
A centralized, living knowledge layer built from your real data, kept current automatically. The reason the answers are true.
03 · The destination
AI-Native Company
A business where agents run inside the workflows, triaging, drafting, reporting, with humans approving what matters and evals guarding every change.

Read → Know → Act.

Connecting an AI tool is easy, that's the pipe. Value comes from what flows through it. Each tier is a complete engagement on its own, and each one makes the next possible. You start wherever your business is ready.

Not sure which rung fits? Every engagement starts with the Codiste Readiness Scoper, a short assessment that scores your data, process, ownership, compliance, and economics, and places you on the ladder automatically.

Tier 1 · Read
Access Layer
Tier 2 · Know
Company Brain
Tier 3 · Act
AI-Native Ops
Tier 1 · Read

AI Access Layer

Timeline
1 – 2 weeks
Sources
Up to 3 read-only
Best for
First look fastest to value
  • Private, persistent agent, context that never resets
  • Up to 3 data sources connected, read-only, email, calendar, one business system
  • Owner-level natural-language querying across everything connected
  • Prompt library tuned to your role and industry
  • Onboarding session for the owner + one power user
What we need from you
Admin / API access · 3 systems
Named point of contact
"Questions I wish I could ask"
No migration · no ontology
Reads only, does not act
EMAIL CALENDAR CRM / TOOL READ-ONLY AGENT PERSISTENT CONTEXT NEVER RESETS OWNER ASKS, AGENT ANSWERS
What we deploy, a private agent over your tools
Tier 2 · Know

Company Brain

Timeline
4 – 6 weeks
Sources
Up to 5 migrated & reconciled
Acceptance
10 questions answered from live data
CRM EMAIL SHEETS ACCOUNTING DRIVE PIPELINE LIVE SYNC COMPANY BRAIN ENTITIES · IDS · DEDUP · DICTIONARY AGENT → OWNER AUTOMATIC UPDATES · DAILY OR REAL-TIME
What we build, one source of truth, kept alive
  • Open-source core system, self-hosted on your own cloud (e.g. Twenty CRM on AWS / Hetzner), plus everything in Tier 1
  • Capped at 500k records, counts reconciled
  • Ontology mapping, entity definitions, primary-ID rules, deduplication, a written field dictionary
  • Live update pipeline, per-source freshness, daily or real-time
  • Agent upgraded to suggested-action mode, it drafts, a human approves
  • Handover pack + training for a named internal owner
What we need from you
Source inventory + access ×5
Your 10 hardest questions
Primary-ID decisions
EU: residency answer + DPA
Tier 3 · Act

AI-Native Operations

Timeline
Custom scoped by Codiste
Mode
Agents act humans approve
Guardrail
Eval pipeline on every change
BRAIN HUMAN GATE AUTONOMOUS PROPOSAL DRAFTED TICKET TRIAGED REPORT DELIVERED EVAL PIPELINE, REGRESSION ON EVERY CHANGE
What we operate, agents act, humans approve, evals guard
  • Agents inside the workflows, triage, drafting, follow-ups, reporting, scoped from your 3 most repetitive processes. Everything in Tier 2 included
  • Human gates by design, money, contracts, customers and people always keep a human approval step. Non-negotiable
  • Eval pipeline, ground-truth dataset + automated regression on every prompt or code change
  • Compliance hardening for US / EU, GDPR posture, AI-use disclosures, audit trail
  • Usage analytics, measured hours displaced, reported monthly, feeding a quarterly optimization loop
What we need from you
Workflow walkthroughs ×3
Autonomy sign-off, in writing
Support history → ground truth
Error-cost class per workflow

Data requirements, tier by tier.

An engagement is only as strong as what feeds it. Here's what each tier needs from your side, and if a row isn't ready yet, that's not a failure: it simply means starting one tier down and building toward it.

RequirementTier 1 · ReadTier 2 · KnowTier 3 · Act
System accessAdmin / API for 3 sourcesExport or API for up to 5 sourcesAll Tier 2 + ticketing & support history
Named internal ownerPoint of contactRequired, owns the brain after handoverRequired, plus autonomy sign-off authority
Business definitions·Core entities + primary-ID decisions + the 10 questionsWorkflow walkthroughs: input → logic → output → checker
Risk classification·Data categories off-limits to model APIsError cost per workflow (annoyance / money / legal)
Compliance inputs·EU: residency answer + DPA signedFull posture review; AI-Act check on high-risk uses
Time commitment1 onboarding sessionKickoff + weekly 30-min check-inKickoff + weekly review of gated agent outputs

Platform constraints (vendor APIs, rate limits, export restrictions) are documented in every engagement as shared dependencies, named risks we manage together, not silent risks we absorb.

Four phases. A gate at every one.

No phase starts until the previous gate is signed. You always know exactly what "done" means.

01
Deploy
Core system + agent stood up on your own cloud (AWS / Hetzner). Access verified for every source in scope.
Systems live, access confirmed
02
Migrate
Data moved from legacy sources. Volumes reconciled against the originals, nothing lost, nothing invented.
Record counts reconciled & signed
03
Define
The brain itself: ontology mapped, primary IDs ruled, duplicates resolved, field dictionary written and approved.
The 10 questions answer correctly
04
Sustain
Live pipeline running, internal owner trained, maintenance window active. Tier 3: evals green before anything acts.
Owner runs it without us

Architecture and core-system decisions are held personally by Codiste's CTO on every engagement; a dedicated team executes the build. You buy senior judgment, not a ticket queue.

What AI runs, what humans keep.

One rule decides everything: describable logic + low error cost → autonomous. Describable + high cost → human-gated. Undescribable or relationship-bearing → human.

Human only
AI never owns the outcome.
  • Contracts, pricing exceptions, hiring & firing
  • Escalations, negotiations, bad-news delivery
  • Payment execution, always
  • Strategy and legal judgment
Human + AI
AI drafts and analyzes; a human approves. The sweet spot.
  • Proposals, outreach, content, drafted, then signed off
  • Support responses beyond templates
  • Invoice extraction & anomaly flags → human approves
  • Bug triage → draft fix → human reviews & merges

Tasks are promoted from gated to autonomous only when the eval suite proves they behave, every promotion is a measured milestone. That's the maturity path: autonomy is earned, never assumed.

Give your business a brain.

One call is all it takes. We run your business through the Readiness Scoper live, then hand you a straight answer: which rung you're on, what it takes to get there, and exactly what "done" looks like.