coiai Logo

Core system development / Anchor

Built around your work. Ready for its next chapter.

Turn the knowledge embedded in spreadsheets and legacy software into a maintainable business system. We support discovery, legacy analysis, design, development, migration, and ongoing improvement in stages.

Illustrative interface for the Anchor business system
Illustrative Anchor interface. Workflows, screens, and integrations are designed around each client’s operations.

01 / CORE SYSTEMS

Find where your systems no longer fit the work.

An outdated interface is only one symptom. We look at manual workarounds, rules known only to individuals, and dependencies that make changes difficult to assess.

A package does not fit your operations

Custom trading rules, approvals, or product structures leave work in spreadsheets. Separate what can be standardized from what needs to remain specific to your business.

Information and work are fragmented

Staff re-enter sales, purchasing, and inventory data and repeatedly reconcile competing records. Map how information is created, updated, and reported.

Missing specifications block change

Years of modifications hide dependencies while retirement or support deadlines approach. Recover business rules from databases, screens, reports, and observed work.

02 / CORE SYSTEMS

What we examine before development begins

Incomplete documentation can be a starting point for discovery. Before implementing screen requests, we investigate exceptions, data relationships, priorities, and validation methods.

We define the scope around your workflows and operational requirements.

Workflows and exceptions

We cover not only the happy path but returns, cancellations, rejections, and after-close adjustments that happen in practice.

Outputs and acceptance: Current-state flows and issue register

Data and master relationships

We map where customer, product, material, inventory, and transaction data is created, changed, and referenced.

Outputs and acceptance: Data relationship map and migration inventory

Users, permissions, and approvals

We identify viewing and editing boundaries by department, role, and responsibility, including approval and rejection conditions.

Outputs and acceptance: Permission matrix and approval rules

Existing systems and integrations

We inventory accounting, commerce, POS, warehouse, and file-based connections, including timing and ownership.

Outputs and acceptance: System context diagram and integration list

Reports, analytics, and audit

We capture operational reports, management summaries, history retention, and change evidence beyond application screens.

Outputs and acceptance: Report inventory and logging requirements

Migration and critical operations

We assess data quality, volume, peak periods, and allowable downtime to establish staging and rollback assumptions.

Outputs and acceptance: Migration approach and risk register

03 / CORE SYSTEMS

Scope the workflows and the connections between them.

These are areas we can scope, not a list of included package features. We agree what to build and consider integration where an existing service is the better fit.

Scope the workflows and the connections between them.
AreaTypical scopeDelivery approach
Sales, purchasing, inventoryOrders, purchasing, stock movements, invoicing, and stocktaking across departments.Custom development within agreed scope
Products, materials, qualityMaster data, SKUs, product structures, quality records, and change history.Custom development; also part of our current engagement
Users, approvals, accessRole-based access, approvals, returns, and operation records.Designed for your operating model
Reporting and data useOperational reports, summaries, CSV/Excel exports, and dashboards.Developed for agreed formats and uses
Accounting, commerce, equipmentAPI/file integration, synchronization, and error recovery.External integration and interface discovery
AI capabilitiesSearch, classification, and analysis assistance using organized data.Proposed after evaluating the use case

04 / CORE SYSTEMS

Choose packaged software, SaaS, or a custom system.

Custom development is not always the best choice. Standardized workflows may suit existing services; distinctive operations or complex migration warrant closer investigation.

Choose packaged software, SaaS, or a custom system.
ConsiderationPackaged software / SaaSCustom development / Anchor
Workflow fitAdapt work to standard features and settingsDesign around important business rules
Implementation workSelection, configuration, and fit-gap analysisDiscovery, design, incremental development, and validation
Cost modelLicensing or subscriptions, setup, integration, and migrationDiscovery, development, migration, infrastructure, and support
Changes and maintenanceProvider specifications and release policiesChanges agreed after assessing priority and impact
Often suitable whenWork is standardized and fast adoption mattersDistinctive workflows, integrations, or legacy continuity matter

Products and contracts vary. A combination of retained services and focused custom development may also be appropriate.

05 / CORE SYSTEMS

Migrate in stages, with evidence at each step.

Iterate discovery, implementation, and verification against current operations

  1. 01

    Understand

    Investigate databases, screens, reports, actual work, and interfaces.

  2. 02

    Sequence

    Identify rules to keep, structures to change, dependencies, and migration units.

  3. 03

    Build and compare

    Develop priority areas and reconcile new and existing outputs and data.

  4. 04

    Transition and improve

    Check acceptance and rollback conditions, then move to the next area.

Plan mapping, duplicate and missing data handling, rehearsals, and reconciliation of counts, amounts, and business results. Zero downtime is not assumed; maintenance windows and rollback conditions are agreed in advance.

06 / CORE SYSTEMS

Understanding complex legacy assets and rebuilding in controlled stages

Anonymous engagement / implementation in progress

The challenge

Years of operation left business knowledge spread across software and workplace practices. The engagement investigates existing assets to retain important rules during modernization.

Work to date

Analysis covers data, processing logic, screens, reports, and permissions. Design, implementation, and reviews are progressing around products, materials, users, and roles alongside migration and architecture planning.

  • Legacy discovery
  • Workflow and data design
  • Product management
  • Material management
  • Authentication
  • Roles and permissions
  • Automated testing
  • Migration planning

Client identity and engagement-specific figures are withheld. Post-launch time savings or inventory improvements are not yet presented as outcomes.

07 / CORE SYSTEMS

Know what each stage investigates and delivers.

Engineers work directly with your staff and use regular reviews to align workflows and interfaces. New requirements are assessed for priority, schedule, and cost before the plan changes.

  1. Workplace and legacy discovery

    We interview stakeholders and inspect systems and data to clarify scope and priority issues.

    Outputs and acceptance: Current-state summary, scope, and indicative estimate
  2. Requirements and design

    We design workflows, data, interfaces, permissions, integrations, migration, and non-functional requirements, then sequence delivery.

    Outputs and acceptance: Requirements, designs, delivery plan, and confirmed estimate
  3. Build, review, and test

    Priority domains are implemented and reviewed with real data. Automated tests also check the impact of changes.

    Outputs and acceptance: Working features, test results, and maintained specifications
  4. Migration, training, and operations

    We migrate and validate data, train users, and establish monitoring, support, and continuous improvement.

    Outputs and acceptance: Migration results, user and operating guides, and support plan

Timing depends on scope, discovery complexity, migration, and review availability. Deliverables and responsibilities are made explicit in the proposal.

08 / CORE SYSTEMS

Deliver a system that can continue to change.

We define the scope around your workflows and operational requirements.

Specifications, tests, and operating guides

Maintain agreed business rules, design materials, key workflow test results, migration steps, and user and operations guides. Record exceptions and outstanding issues so future decisions have a clear basis.

Access, audit trails, and backup

Review role-based permissions, operation logs, environment separation, monitoring, and backups. Agree retention, recovery checks, escalation contacts, and response scope.

Maintenance and improvement responsibilities

Define responsibility for defects, infrastructure, user questions, and new features. Prioritize accumulated requests and assess cost before the next development stage.

09 / CORE SYSTEMS

A quote built around scope, migration, and operations.

Initial costs cover discovery, design, development, integrations, migration, and training. Ongoing costs separate infrastructure, maintenance, and improvements. Screen counts alone cannot capture business rules or data quality.

01

Business and feature scope

Covered domains such as sales, inventory, and production, plus the rules within them.

02

Legacy data volume and quality

Record counts, formats, duplicates, gaps, encoding, matching, and transformations.

03

Permission and approval complexity

Roles, viewing boundaries, approval stages, delegates, rejections, and exceptions.

04

External integrations

APIs, files, accounting, commerce, devices, and synchronization frequency.

05

Performance, availability, and audit

Users, data volume, response targets, allowable downtime, and log retention.

06

Migration and support scope

Parallel running, training, launch support, inquiries, improvements, and infrastructure.

The first conversation clarifies your current state and priorities. Where discovery is needed, we propose it with an explicit scope and defined outputs.

10 / CORE SYSTEMS

Start at the stage that matches your situation.

We define the scope around your workflows and operational requirements.

Understand what you have

If documentation is scarce or scope is unclear, begin with discovery. Define outputs covering workflows, data, interfaces, and implementation priorities.

Improve one workflow first

Select an area such as products or inventory, investigate its connections, and introduce it in stages. Separate the initial scope from future expansion while establishing an appropriate foundation.

Modernize across departments

Map dependencies, master data ownership, migration, parallel running, and internal acceptance. Plan the whole system and individual releases with explicit decision points.

11 / CORE SYSTEMS

FAQ

Can we start without current specifications?

Yes. We can investigate the application, database, reports, and workplace practices. After reviewing available access and materials, we propose the discovery scope, deliverables, and cost.

Can data be migrated from existing systems?

We support migration from Excel, Access, and third-party systems. We help plan the entire migration process.

What happens when new requirements emerge?

We assess impact and priority, then incorporate changes through regular reviews after agreeing on schedule and cost implications.

What areas are covered?

Sales, inventory, CRM, invoicing/accounting integration, workflows — we cover core business operations end to end.

Can we start with a small project?

Absolutely. We recommend starting with the biggest pain point and expanding systematically.

What determines the cost?

Cost depends on business scope, user count, the state and volume of existing data, integrations, permission and approval complexity, and support scope. We document assumptions and scope after discovery before estimating.

Do we have to replace everything?

No. Stable functions and external services can remain while priority workflows are modernized. Data ownership and responsibility between systems need to be clear.

Can you support operations and maintenance?

Yes. We agree separate scope for user questions, defects, infrastructure, backups, and further development, including support hours and ownership.

Explore the next questions

Connect business systems and AI

Business systems organize operational data; AI helps people use it. We can scope their roles and any necessary integration together.

Explore private AI →

LET’S TALK

You do not need a finished brief.

Tell us what is difficult today and what you want to make possible. We can start by clarifying the scope, constraints, and practical next steps together.

Enquiry → review and reply → discovery conversation → proposed next steps. Research and development costs are proposed after clarifying the scope.

Core system development & modernization | Anchor by coiai